Release 2022-03 follow-up

release: october 2022

Wanted:

Infrastructure:
- [x] cpython-3.10.6
- [x] cpython-3.11.0 (10% to 25% speed-up vs 3.10 on interactive Python applications)
- [x] github as a full secondary download site
- no more MKL with pypi, for now, because:
  - loss of cgohlke site
  - no failover found.

Focus:

python-3.11.0 stack debuging:
- [x] patch patsy
infrastructure work:
- [x] re-implement pipdeptree into wppm, proof-of-concept in docs as a notebook
- more arrow/rust/wasm, less PyPy/mkl

Postpone:

[ ] move away from setup.py https://setuptools.pypa.io/en/latest/userguide/quickstart.html#transitioning-from-setup-py-to-setup-cfg (requires change in build system)
PyPy-3.9 (loss of Christoph Gohlke wheels)

Hopes/Wishes for 2022/2023:

Python speed-up movement:
- per-thread GIL: Shannon plan for 3.12
- no GIL: Sam Gross pep for 3.13
- c-extensions: a PEP for Hpy c-interfacing
Python ubiquity movement:
- WASM initiatives (pyodide/pyscript.net/jupyterlite)
- micromamba option

audit trail:

[x] pyzo-4.12.4.dev0
[x] pythonnet-3.0.0.0rc4
[x] polars-0.13.54
remark: pillow-9.2.0 drops PyQt5/PySide2 support
[x] filterpy, tbats, pmdarima
[x] remove pyinstaller (too tricky for antiviruses)
[x] CAN'T FIX pipdeptree issue https://github.com/naiquevin/pipdeptree/issues/164
[x] cpython-3.10.6
[x] for cpython-3.10, move to pypi: MKL (the wheel), intel_openmp, tbb, NumPy, SciPy
[x] publish b1 also on Github https://github.com/winpython/winpython/releases/tag/4.7.20220807

b1 (2022-08-07)

[x] improve Windows Terminal icon launcher
[x] keep temporarly pipdeptree working on python-3.11 with set _PIP_USE_IMPORTLIB_METADATA=0 till https://github.com/winpython/winpython/issues/1100#issuecomment-1208219443
[x] python-3.11.0.rc1
[x] Pasty patch for Python-3.11.0rc1 https://github.com/pydata/patsy/pull/187
[x] QtPy-2.2.0.dev0-py3-none-any.whl
[x] Qt stack for Python-3.11.0rc1:
- PyQt6-6.3.2.dev2207241007 for
- apparently working: Qtconsole, PyQtGraph,
- to see: guidata, formlayout,
- crashing: pyzo

interlude Python-3.11.0rc1 (2022-08-09)

[x] Proof-of-Concept of pipdeptree workaround, for now in a notebook in docs : https://github.com/winpython/winpython_afterdoc/blob/master/docs/pipdeptree_replacement.ipynb
[x] add a depth-limit to the Proof-of-Concept ? (may be smarter than the full tree, and we miss better cycles detection)
[x] add the class in separated piptree.py, called from wppm.py to replace pkg_resources (for current distro)
[x] add features from pipdeptree in wppm command line
- wppm -p pandas = packages requirement for pandas (at 2 levels of depth per default)
- wppm -p pandas[test] = packages requirement for pandas[test] (at 2 levels of depth per default)
- wppm -l 3 -r pytest = packages upward dependancies to pytest at 3 levels upward
[x] WPPM : remove pkg_resources usage (using 'pip inpect' for local distro, 'pip list' for remote)
[x] remove pipdeptree and associated patch to force pip internal legacy
[x] Experiment on python-3.10 branch : remove MKL from the "default" branch, and maybe create a "mkl" branch later

b2 (2022-08-16)

[x] CANCELLED : matplotlib-3.6.0rc1 (networkx down, cartopy down)
[x] replace pipdeptree per wppm in winpython_checker
[x] duckdb: following this post from a friend-of-the-SQLite , about duckdb and SQLite3/Hustle Edition (roughly all using Arrow Memory motor)
[x] Python-3.10.7, Python-3.11.0rc2
[x] numba-0.56.2 with numpy-1.23 support

b3 (2022-09-18)

[x] xgboost
[x] python-3.10.8
[x] patch winpython.piptree.py for "wppm -p fastapi" example (toml thing)

b4 (2022-10-16)

[x] patch cpython-3.10.8 IDLE bug
[x] seaborn-0.12.1, pandas-1.5.1
[x] droping MKL wheel, not sustainable without cgohlke
[x] waitress
[x] ExceptionGroup

b5 (2022-10-23)

[x] build: generate <details> and </details> to simplify publication
[x] cpython-3.11.0
[x] register/unregister cleanup start: (experimental) . fix associate.py , . add unregister_python.bat, . add wppm options --register and --unregister, . move code below winpython package, away from python common area . remove the activeX script registration part
[x] fix wired/lost build behavior in winpython\build\scripts

rc (2022-10-31)

postponed:

[ ] example: create a csv to pyodide-panel example
[ ] gradio to replace streamlit ?
[ ] Spyder still not ok with Ipython>=8, (seems till spyder-5.4.1, end december 2022)
[ ] bokeh-3.0.0 has not its stack compatible yet

[ ] BLAS move (if we loose cgohlke site)

While the UC Irvine LFD site hasn't been taken down yet, the site has already been archived and it seems like Gohlke has stopped compiling new wheels. For example, MKL wheels are not available for Numpy 1.23, which was released 3 days before the last update of the LFD site, or for Numpy 1.23.1. I suppose even he didn't build every release of Numpy against MKL though. Intel's own builds are obviously even further behind (wheels for CPython 3.10 aren't even available yet).

Could you add binaries for Python 3.9.13?

Could you add binaries for Python 3.9.13?

There is no resources nor interest nor environmental benefit to maintain & update old cpython-3.x versions.

Has anyone tried to contact @cgohlke to know the status? It will be a big lost, as the MKL is one of the best features of WinPython.

He announced on that site a month or two ago that UC Irvine LFD lost funding, so the site would be shutting down before July.

I see. Too bad.

I hope he shares his building scripts so it might be replicated. Maybe even by a GitHub Actions or something?

Has anyone tried to contact @cgohlke to know the status? It will be a big lost, as the MKL is one of the best features of WinPython.

Hummm, looking at an Intel site, it seems that "pip install mkl" may offer a path forward: "pip install mkl numpy"

Counting MKL casualties ... at first look, it seems that:

fetching MKL + numpy + scipy from pip shall work,
but we loose "python-next" ability to get scientific wheels ahead of cPython-3.11 (or PyPy-3.9) official release of these wheels.

So:

it may not kill WinPython/MKL,
the damage is 3 to 9 months of lag for WinPython ecosystem. For example, SciPy wheel for PyPy-3.8 doesn't officially exist.

b1 (2022-08-06/0x)

Changes from WinPython 2022-02:

Infrastructure:
- python-3.10.6
- python-3.11.0rc1
New Packages:
- mkl, intel_openmp,
- tbats, tbb, pmdarima,
- missingno, sspyrs
Upgraded Packages:
- scikit-learn-1.1.2, pyarrow-9.0, numba-0.56.0
- SciPy-1.9.0 (on Python-3.10), fastai-2.7.7, torch-1.12.1
- jupyterlab-3.4.4, pyzo-4.12.4.dev0

variation per version:

for Python-3.10 : mkl is added as Christoph Gohkle wheels are progressively replaced per standard wheels,

MD5	SHA-1	SHA-256	Binary	Size	SHA3-256
d1ef69786866695a92f5e0afee2678e8	02969dcac7325a751db66afacb5a965ef758da07	8f3442f7824c4e1dd96370f0b0965ee50de28da5b982cb26bab9c7336618c3c2	Winpython64-3.10.6.1dotb1.exe	27 422 957 Bytes	e1a1a870d8316e493baea608f6ad0278ce8090eb97783a0747c1de8ded6a299a
e28245aeff00dac838d23abc1ae1c4b3	aef7f5a9910985a8672f98dab954447fa5e34d61	a03d95a7fe34c5d7811b4d39250da43994e8da54a4d09790cbb95224b14228af	Winpython32-3.10.6.1dotb1.exe	26 194 508 Bytes	61b65601e9b2b7a9707ed05c485c4c030fc1708608d1fe665eb37356dd8786ee
89cafaaeae4d72ba04ba03b6be26941c	e47cc57875e4caf3d1d1716bf3340d380f994c9c	5d029b45227195ef2a21c9ac1a5070e229cedc441030e92a54911d183ab7331f	Winpython64-3.10.6.1b1.exe	818 844 345 Bytes	ed2513b70619c8855919a72950f3d289d1d1fbd2e8f0618dc2e4c067a3c411ae

Areas of particular interest for testers:

Next build effort:

improve Windows Terminal launcher
grow and debug Python-3.11.0rc stack, Qt6 stack

@stonebig , Does it mean you were able to overcome the MKL issues?

@stonebig , Does it mean you were able to overcome the MKL issues?

Winpython64-3.10.6.1b1.exe of today is made with intel MKL standard wheel. Not sure it's all perfect yet in every corner: testing and feedback is recommanded.

@stonebig , I will test it. What I meant is that you wrote that the Intel distribution of NumPy / SciPy is behind the release cycle. Did you find an alternative which is updated with each release of NumPy / SciPy and in a timely manner?

@stonebig , I will test it. What I meant is that you wrote that the Intel distribution of NumPy / SciPy is behind the release cycle. Did you find an alternative which is updated with each release of NumPy / SciPy and in a timely manner?

on "current" cpython, it shall remain timely. The problem is for PyPy or un-final-released cpython-3.11 Winpython64-3.10.6.1b1.exe is uploaded on sourceforge now

interlude (2022-08-09): Python-3.11.0rc1 (following python-3.11.0rc1 development cycle)

The Winpython-3.11.0.0 versions follows the cycle of Python-3.11.0 (alphas, betas, release_candidates). It is intend for enthousiasts and testers willing to find bugs and contribute issues or patchs upstreams. It shall help python-3.11.0 final hitting the ground running.

Apparently:

we have a semi-complete Qt stack working now
patsy and pipdeptree needed some love
pyzo needs some love.

The 3.11.0.1 will actually be "for true release" and follow the normal scheme

Changes from Python-3.11.0b4 :

infrastructure:
- Python-3.11.0rc1,
- improved "Windows Terminal" icon launcher
- the core binary wheels (numpy, scipy) remain the last loved ones from Christoph Gohlke, as there is on official wheel yet
- new packages:
- the PyQt6 Stack: Qtconsole, PyQtGraph, guidata formlayout, pyzo ... looks not bad but pyzo fails for whatever reason

Areas of particular interest for testers:

cpython-3.11.0 noticeable responsiveness,
Pyzo failing

Next build effort:

hope someone finds why pyzo is not happy.

official wheels (if it can exist outside of Christoph Gohlke during rc phase of python-3.11.0... 20% speed-up is the honney pot)

MD5	SHA-1	SHA-256	Binary	Size	SHA3-256
29dbaebee6c9cf916b9d5c2ec443f9c9	9b12cc5de33e6fb689403e4381a0cb56def62631	45b4d1213918ff5a294d1d5d35fef39d6d960b6fafc0634afd062a825738562e	Winpython64-3.11.0.0rc1.exe	594 622 799 Bytes	62eee5c4e618f84b9320cfe2dad4f04b07226af4be5e7076121b5b1746724386
ef446e563f6f90bb54a253f2df83e994	f2bd214dc542ade49bdc7d32db74dbe4d3d1245a	689f4c106aaca893b6f84fefa4c8847cc76e5ff026c85de61f8f3c7802e98a07	Winpython64-3.11.0.0dotrc1.exe	24 390 514 Bytes	2696710ae016579c539d98b475c131b14293fdf175b13eb344fe04f7c7210c0a

download is at: https://sourceforge.net/projects/winpython/files/WinPython_3.11/3.11.0.0/betas/

WinPython 3.11.0.0

The following packages are included in WinPython-64bit v3.11.0.0 rc1.

### Tools Name | Version | Description -----|---------|------------ [Nodejs](https://nodejs.org) | v16.16.0 | a JavaScript runtime built on Chrome's V8 JavaScript engine [npmjs](https://www.npmjs.com/) | 8.11.0 | a package manager for JavaScript [Pandoc](https://pandoc.org/) | 2.3 | a universal document converter ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.11.0 | Python programming language with standard library [adodbapi](https://pypi.org/project/adodbapi) | 2.6.1.3 | A pure Python package implementing PEP 249 DB-API using Microsoft ADO. [affine](https://pypi.org/project/affine) | 2.3.1 | Matrices describing affine transformation of the plane. [aiofiles](https://pypi.org/project/aiofiles) | 0.8.0 | File support for asyncio. [aiohttp](https://pypi.org/project/aiohttp) | 3.8.1 | Async http client/server framework (asyncio) [aiosignal](https://pypi.org/project/aiosignal) | 1.2.0 | aiosignal: a list of registered asynchronous callbacks [aiosqlite](https://pypi.org/project/aiosqlite) | 0.17.0 | asyncio bridge to the standard sqlite3 module [alabaster](https://pypi.org/project/alabaster) | 0.7.12 | A configurable sidebar-enabled Sphinx theme [alembic](https://pypi.org/project/alembic) | 1.8.0 | A database migration tool for SQLAlchemy. [algopy](https://pypi.org/project/algopy) | 0.5.7 | ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation [altair](https://pypi.org/project/altair) | 4.2.0 | Altair: A declarative statistical visualization library for Python. [altair_data_server](https://pypi.org/project/altair_data_server) | 0.4.1 | A background data server for Altair charts. [altair_transform](https://pypi.org/project/altair_transform) | 0.2.0 | A python engine for evaluating Altair transforms. [altair_widgets](https://pypi.org/project/altair_widgets) | 0.2.2 | Altair Widgets: An interactive visualization for statistical data for Python. [amply](https://pypi.org/project/amply) | 0.1.5 | Amply allows you to load and manipulate AMPL/GLPK data as Python data structures [aniso8601](https://pypi.org/project/aniso8601) | 9.0.1 | A library for parsing ISO 8601 strings. [ansiwrap](https://pypi.org/project/ansiwrap) | 0.8.4 | textwrap, but savvy to ANSI colors and styles [anyio](https://pypi.org/project/anyio) | 3.6.1 | High level compatibility layer for multiple asynchronous event loop implementations [appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [argon2_cffi](https://pypi.org/project/argon2_cffi) | 21.3.0 | The secure Argon2 password hashing algorithm. [argon2_cffi_bindings](https://pypi.org/project/argon2_cffi_bindings) | 21.2.0 | Low-level CFFI bindings for Argon2 [asciitree](https://pypi.org/project/asciitree) | 0.3.3 | Draws ASCII trees. [asgi_csrf](https://pypi.org/project/asgi_csrf) | 0.9 | ASGI middleware for protecting against CSRF attacks [asgiref](https://pypi.org/project/asgiref) | 3.5.2 | ASGI specs, helper code, and adapters [asn1crypto](https://pypi.org/project/asn1crypto) | 1.4.0 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP [asteval](https://pypi.org/project/asteval) | 0.9.27 | Safe, minimalistic evaluator of python expression using ast module [astroid](https://pypi.org/project/astroid) | 2.11.5 | An abstract syntax tree for Python with inference support. [asttokens](https://pypi.org/project/asttokens) | 2.0.5 | Annotate AST trees with source code positions [async_generator](https://pypi.org/project/async_generator) | 1.10 | Async generators and context managers for Python 3.5+ [async_timeout](https://pypi.org/project/async_timeout) | 4.0.2 | Timeout context manager for asyncio programs [atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes. [attrs](https://pypi.org/project/attrs) | 22.1.0 | Classes Without Boilerplate [autopep8](https://pypi.org/project/autopep8) | 1.6.0 | A tool that automatically formats Python code to conform to the PEP 8 style guide [babel](https://pypi.org/project/babel) | 2.10.3 | Internationalization utilities [backcall](https://pypi.org/project/backcall) | 0.2.0 | Specifications for callback functions passed in to an API [backports_abc](https://pypi.org/project/backports_abc) | 0.5 | A backport of recent additions to the 'collections.abc' module. [baresql](https://pypi.org/project/baresql) | 0.7.6 | playing SQL directly on Python datas [beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.11.1 | Screen-scraping library [black](https://pypi.org/project/black) | 22.6.0 | The uncompromising code formatter. [bleach](https://pypi.org/project/bleach) | 5.0.0 | An easy safelist-based HTML-sanitizing tool. [blinker](https://pypi.org/project/blinker) | 1.4 | Fast, simple object-to-object and broadcast signaling [blosc](https://pypi.org/project/blosc) | 1.10.6 | Blosc data compressor [bokeh](https://pypi.org/project/bokeh) | 2.4.3 | Interactive plots and applications in the browser from Python [bottleneck](https://pypi.org/project/bottleneck) | 1.3.4 | Fast NumPy array functions written in C [bqplot](https://pypi.org/project/bqplot) | 0.12.33 | Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets. [branca](https://pypi.org/project/branca) | 0.5.0 | Generate complex HTML+JS pages with Python [brewer2mpl](https://pypi.org/project/brewer2mpl) | 1.4.1 | Connect colorbrewer2.org color maps to Python and matplotlib [brotli](https://pypi.org/project/brotli) | 1.0.9 | Python bindings for the Brotli compression library [cachelib](https://pypi.org/project/cachelib) | 0.9.0 | A collection of cache libraries in the same API interface. [certifi](https://pypi.org/project/certifi) | 2022.5.18.1 | Python package for providing Mozilla's CA Bundle. [cffi](https://pypi.org/project/cffi) | 1.15.0 | Foreign Function Interface for Python calling C code. [cftime](https://pypi.org/project/cftime) | 1.6.0 | Time-handling functionality from netcdf4-python [charset_normalizer](https://pypi.org/project/charset_normalizer) | 2.0.12 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. [click](https://pypi.org/project/click) | 8.0.4 | Composable command line interface toolkit [click_default_group](https://pypi.org/project/click_default_group) | 1.2.2 | Extends click.Group to invoke a command without explicit subcommand name [click_plugins](https://pypi.org/project/click_plugins) | 1.1.1 | An extension module for click to enable registering CLI commands via setuptools entry-points. [cligj](https://pypi.org/project/cligj) | 0.7.2 | Click params for commmand line interfaces to GeoJSON [cloudpickle](https://pypi.org/project/cloudpickle) | 2.1.0 | Extended pickling support for Python objects [clr_loader](https://pypi.org/project/clr_loader) | 0.1.7 | Generic pure Python loader for .NET runtimes [clrmagic](https://pypi.org/project/clrmagic) | 0.0.1a2 | IPython cell magic to use .NET languages [colorama](https://pypi.org/project/colorama) | 0.4.4 | Cross-platform colored terminal text. [colorcet](https://pypi.org/project/colorcet) | 3.0.0 | Collection of perceptually uniform colormaps [commonmark](https://pypi.org/project/commonmark) | 0.9.1 | Python parser for the CommonMark Markdown spec [coverage](https://pypi.org/project/coverage) | 6.4.1 | Code coverage measurement for Python [cramjam](https://pypi.org/project/cramjam) | 2.5.0 | Thin Python bindings to de/compression algorithms in Rust [cryptography](https://pypi.org/project/cryptography) | 3.4.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers. [csvs_to_sqlite](https://pypi.org/project/csvs_to_sqlite) | 1.3.1a0 | Convert CSV files into a SQLite database [cycler](https://pypi.org/project/cycler) | 0.11.0 | Composable style cycles [cython](https://pypi.org/project/cython) | 0.29.32 | The Cython compiler for writing C extensions for the Python language. [cytoolz](https://pypi.org/project/cytoolz) | 0.11.2 | Cython implementation of Toolz: High performance functional utilities [dash](https://pypi.org/project/dash) | 2.6.0 | A Python framework for building reactive web-apps. Developed by Plotly. [dash_core_components](https://pypi.org/project/dash_core_components) | 2.0.0 | Core component suite for Dash [dash_html_components](https://pypi.org/project/dash_html_components) | 2.0.0 | Vanilla HTML components for Dash [dash_table](https://pypi.org/project/dash_table) | 5.0.0 | Dash table [dask](https://pypi.org/project/dask) | 2022.8.0 | Parallel PyData with Task Scheduling [dask_image](https://pypi.org/project/dask_image) | 2021.12.0 | Distributed image processing [dask_labextension](https://pypi.org/project/dask_labextension) | 5.3.0 | A Jupyter Notebook server extension manages Dask clusters. [dask_searchcv](https://pypi.org/project/dask_searchcv) | 0.2.0 | Tools for doing hyperparameter search with Scikit-Learn and Dask [databases](https://pypi.org/project/databases) | 0.5.5 | Async database support for Python. [datasette](https://pypi.org/project/datasette) | 0.61.1 | A tool for exploring and publishing data [datasette_graphql](https://pypi.org/project/datasette_graphql) | 2.0.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases [dateparser](https://pypi.org/project/dateparser) | 1.1.0 | Date parsing library designed to parse dates from HTML pages [db.py](https://pypi.org/project/db.py) | 0.5.4b1 | a db package that doesn't suck [deap](https://pypi.org/project/deap) | 1.3.1 | Distributed Evolutionary Algorithms in Python [debugpy](https://pypi.org/project/debugpy) | 1.6.2 | An implementation of the Debug Adapter Protocol for Python [decorator](https://pypi.org/project/decorator) | 4.4.2 | Decorators for Humans [defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules [deprecated](https://pypi.org/project/deprecated) | 1.2.13 | Python @deprecated decorator to deprecate old python classes, functions or methods. [deprecation](https://pypi.org/project/deprecation) | 2.1.0 | A library to handle automated deprecations [dill](https://pypi.org/project/dill) | 0.3.5 | serialize all of python [distlib](https://pypi.org/project/distlib) | 0.3.4 | Distribution utilities [distributed](https://pypi.org/project/distributed) | 2022.8.0 | Distributed scheduler for Dask [django](https://pypi.org/project/django) | 4.0.5 | A high-level Python web framework that encourages rapid development and clean, pragmatic design. [docopt](https://pypi.org/project/docopt) | 0.6.2 | Pythonic argument parser, that will make you smile [docrepr](https://pypi.org/project/docrepr) | 0.1.1 | docrepr renders Python docstrings in HTML [docutils](https://pypi.org/project/docutils) | 0.17.1 | Docutils -- Python Documentation Utilities [emcee](https://pypi.org/project/emcee) | 3.1.2 | The Python ensemble sampling toolkit for MCMC [entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages. [et_xmlfile](https://pypi.org/project/et_xmlfile) | 1.1.0 | An implementation of lxml.xmlfile for the standard library [executing](https://pypi.org/project/executing) | 0.9.1 | Get the currently executing AST node of a frame, and other information [fast_histogram](https://pypi.org/project/fast_histogram) | 0.11 | Fast simple 1D and 2D histograms [fastapi](https://pypi.org/project/fastapi) | 0.79.0 | FastAPI framework, high performance, easy to learn, fast to code, ready for production [fasteners](https://pypi.org/project/fasteners) | 0.17.3 | A python package that provides useful locks. [fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.15.3 | Fastest Python implementation of JSON schema [fastparquet](https://pypi.org/project/fastparquet) | 0.8.0 | Python support for Parquet file format [filelock](https://pypi.org/project/filelock) | 3.7.1 | A platform independent file lock. [filterpy](https://pypi.org/project/filterpy) | 1.4.5 | Kalman filtering and optimal estimation library [flask](https://pypi.org/project/flask) | 2.1.3 | A simple framework for building complex web applications. [flask_accepts](https://pypi.org/project/flask_accepts) | 0.18.4 | Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow [flask_compress](https://pypi.org/project/flask_compress) | 1.12 | Compress responses in your Flask app with gzip. [flask_mail](https://pypi.org/project/flask_mail) | 0.9.1 | Flask extension for sending email [flask_restx](https://pypi.org/project/flask_restx) | 0.5.1 | Fully featured framework for fast, easy and documented API development with Flask [flask_session](https://pypi.org/project/flask_session) | 0.4.0 | Adds server-side session support to your Flask application [flask_sqlalchemy](https://pypi.org/project/flask_sqlalchemy) | 2.5.1 | Adds SQLAlchemy support to your Flask application. [flaskerize](https://pypi.org/project/flaskerize) | 0.14.0 | Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python. [flit](https://pypi.org/project/flit) | 3.7.1 | A simple packaging tool for simple packages. [flit_core](https://pypi.org/project/flit_core) | 3.7.1 | Distribution-building parts of Flit. See flit package for more information [folium](https://pypi.org/project/folium) | 0.12.1 | Make beautiful maps with Leaflet.js & Python [fonttools](https://pypi.org/project/fonttools) | 4.34.4 | Tools to manipulate font files [formlayout](https://pypi.org/project/formlayout) | 1.2.1a1 | The most easy way to create Qt form dialogs and widgets with Python [frozenlist](https://pypi.org/project/frozenlist) | 1.3.0 | A list-like structure which implements collections.abc.MutableSequence [fs](https://pypi.org/project/fs) | 2.4.15 | Python's filesystem abstraction layer [fsspec](https://pypi.org/project/fsspec) | 2022.7.1 | File-system specification [future](https://pypi.org/project/future) | 0.18.2 | Clean single-source support for Python 3 and 2 [fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python [gdal](https://pypi.org/project/gdal) | 3.4.3 | GDAL: Geospatial Data Abstraction Library [geographiclib](https://pypi.org/project/geographiclib) | 1.52 | The geodesic routines from GeographicLib [geopy](https://pypi.org/project/geopy) | 2.2.0 | Python Geocoding Toolbox [gitdb](https://pypi.org/project/gitdb) | 4.0.9 | Git Object Database [gitpython](https://pypi.org/project/gitpython) | 3.1.26 | Python Git Library [graphene](https://pypi.org/project/graphene) | 3.1 | GraphQL Framework for Python [graphql_core](https://pypi.org/project/graphql_core) | 3.2.1 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL. [graphql_relay](https://pypi.org/project/graphql_relay) | 3.2.0 | Relay library for graphql-core-next [great_expectations](https://pypi.org/project/great_expectations) | 0.14.11 | Always know what to expect from your data. [greenlet](https://pypi.org/project/greenlet) | 2.0.0a3.dev0 | Lightweight in-process concurrent programming [guidata](https://pypi.org/project/guidata) | 2.3.0 | Automatic graphical user interfaces generation for easy dataset editing and display [h11](https://pypi.org/project/h11) | 0.12.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1 [h2](https://pypi.org/project/h2) | 4.1.0 | HTTP/2 State-Machine based protocol implementation [h5py](https://pypi.org/project/h5py) | 3.7.0 | Read and write HDF5 files from Python [heapdict](https://pypi.org/project/heapdict) | 1.0.1 | a heap with decrease-key and increase-key operations [holoviews](https://pypi.org/project/holoviews) | 1.15.0 | Stop plotting your data - annotate your data and let it visualize itself. [hpack](https://pypi.org/project/hpack) | 4.0.0 | Pure-Python HPACK header compression [html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification [httpcore](https://pypi.org/project/httpcore) | 0.15.0 | A minimal low-level HTTP client. [httpie](https://pypi.org/project/httpie) | 3.2.1 | HTTPie - a CLI, cURL-like tool for humans. [httpx](https://pypi.org/project/httpx) | 0.23.0 | The next generation HTTP client. [hupper](https://pypi.org/project/hupper) | 1.10.3 | Integrated process monitor for developing and reloading daemons. [husl](https://pypi.org/project/husl) | 4.0.3 | Human-friendly HSL [hvplot](https://pypi.org/project/hvplot) | 0.8.0 | A high-level plotting API for the PyData ecosystem built on HoloViews. [hypercorn](https://pypi.org/project/hypercorn) | 0.13.2 | A ASGI Server based on Hyper libraries and inspired by Gunicorn. [hyperframe](https://pypi.org/project/hyperframe) | 6.0.1 | HTTP/2 framing layer for Python [hypothesis](https://pypi.org/project/hypothesis) | 6.46.9 | A library for property-based testing [idlex](https://pypi.org/project/idlex) | 1.22 | IDLE Extensions for Python [idna](https://pypi.org/project/idna) | 3.1 | Internationalized Domain Names in Applications (IDNA) [imageio](https://pypi.org/project/imageio) | 2.19.3 | Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. [imageio_ffmpeg](https://pypi.org/project/imageio_ffmpeg) | 0.4.2 | FFMPEG wrapper for Python [imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file [imbalanced_learn](https://pypi.org/project/imbalanced_learn) | 0.9.1 | Toolbox for imbalanced dataset in machine learning. [importlib_metadata](https://pypi.org/project/importlib_metadata) | 4.12.0 | Read metadata from Python packages [iniconfig](https://pypi.org/project/iniconfig) | 1.1.1 | iniconfig: brain-dead simple config-ini parsing [intake](https://pypi.org/project/intake) | 0.6.4 | Data load and catalog system [ipycanvas](https://pypi.org/project/ipycanvas) | 0.12.0 | Interactive widgets library exposing the browser's Canvas API [ipykernel](https://pypi.org/project/ipykernel) | 6.15.1 | IPython Kernel for Jupyter [ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.17.0 | A Jupyter widget for dynamic Leaflet maps [ipympl](https://pypi.org/project/ipympl) | 0.9.1 | Matplotlib Jupyter Extension [ipython](https://pypi.org/project/ipython) | 8.4.0 | IPython: Productive Interactive Computing [ipython_genutils](https://pypi.org/project/ipython_genutils) | 0.2.0 | Vestigial utilities from IPython [ipython_sql](https://pypi.org/project/ipython_sql) | 0.4.1b1 | RDBMS access via IPython [ipywidgets](https://pypi.org/project/ipywidgets) | 7.7.1 | IPython HTML widgets for Jupyter [isort](https://pypi.org/project/isort) | 5.10.1 | A Python utility / library to sort Python imports. [itsdangerous](https://pypi.org/project/itsdangerous) | 2.1.2 | Various helpers to pass data to untrusted environments and back. [janus](https://pypi.org/project/janus) | 1.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads [jedi](https://pypi.org/project/jedi) | 0.18.1 | An autocompletion tool for Python that can be used for text editors. [jinja2](https://pypi.org/project/jinja2) | 3.0.3 | A small but fast and easy to use stand-alone template engine written in pure python. [joblib](https://pypi.org/project/joblib) | 1.1.0 | Lightweight pipelining: using Python functions as pipeline jobs. [json5](https://pypi.org/project/json5) | 0.9.8 | A Python implementation of the JSON5 data format. [jsonpatch](https://pypi.org/project/jsonpatch) | 1.32 | Apply JSON-Patches (RFC 6902) [jsonpointer](https://pypi.org/project/jsonpointer) | 2.3 | Identify specific nodes in a JSON document (RFC 6901) [jsonschema](https://pypi.org/project/jsonschema) | 4.6.2 | An implementation of JSON Schema validation for Python [julia](https://pypi.org/project/julia) | 0.5.7 | Julia/Python bridge with IPython support. [jupyter](https://pypi.org/project/jupyter) | 1.0.0 | Jupyter metapackage. Install all the Jupyter components in one go. [jupyter_bokeh](https://pypi.org/project/jupyter_bokeh) | 3.0.4 | A Jupyter extension for rendering Bokeh content. [jupyter_client](https://pypi.org/project/jupyter_client) | 7.3.4 | Jupyter protocol implementation and client libraries [jupyter_console](https://pypi.org/project/jupyter_console) | 6.4.4 | Jupyter terminal console [jupyter_core](https://pypi.org/project/jupyter_core) | 4.11.1 | Jupyter core package. A base package on which Jupyter projects rely. [jupyter_lsp](https://pypi.org/project/jupyter_lsp) | 1.5.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server [jupyter_packaging](https://pypi.org/project/jupyter_packaging) | 0.12.2 | Jupyter Packaging Utilities [jupyter_server](https://pypi.org/project/jupyter_server) | 1.18.1 | The Jupyter Server [jupyter_server_mathjax](https://pypi.org/project/jupyter_server_mathjax) | 0.2.6 | MathJax resources as a Jupyter Server Extension. [jupyter_server_proxy](https://pypi.org/project/jupyter_server_proxy) | 3.2.1 | Jupyter server extension to supervise and proxy web services [jupyter_sphinx](https://pypi.org/project/jupyter_sphinx) | 0.4.0 | Jupyter Sphinx Extensions [jupyterlab](https://pypi.org/project/jupyterlab) | 3.4.4 | The JupyterLab notebook server extension. [jupyterlab_git](https://pypi.org/project/jupyterlab_git) | 0.34.2 | A server extension for JupyterLab's git extension [jupyterlab_launcher](https://pypi.org/project/jupyterlab_launcher) | 0.13.1 | Jupyter Launcher [jupyterlab_lsp](https://pypi.org/project/jupyterlab_lsp) | 3.10.1 | Language Server Protocol integration for JupyterLab [jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) | 0.2.2 | Pygments theme [jupyterlab_server](https://pypi.org/project/jupyterlab_server) | 2.14.0 | JupyterLab Server [jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) | 1.1.0 | JupyterLab extension providing HTML widgets [keyring](https://pypi.org/project/keyring) | 23.5.0 | Store and access your passwords safely. [kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.3 | A fast implementation of the Cassowary constraint solver [lazy_object_proxy](https://pypi.org/project/lazy_object_proxy) | 1.7.1 | A fast and thorough lazy object proxy. [lmfit](https://pypi.org/project/lmfit) | 1.0.3 | Least-Squares Minimization with Bounds and Constraints [locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python for Linux and Windows [loky](https://pypi.org/project/loky) | 3.1.0 | A robust implementation of concurrent.futures.ProcessPoolExecutor [lxml](https://pypi.org/project/lxml) | 4.9.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [lz4](https://pypi.org/project/lz4) | 4.0.1 | LZ4 Bindings for Python [mako](https://pypi.org/project/mako) | 1.2.0 | A super-fast templating language that borrows the best ideas from the existing templating languages. [markdown](https://pypi.org/project/markdown) | 3.3.7 | Python implementation of Markdown. [markupsafe](https://pypi.org/project/markupsafe) | 2.1.1 | Safely add untrusted strings to HTML/XML markup. [marshmallow](https://pypi.org/project/marshmallow) | 3.12.1 | A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib](https://pypi.org/project/matplotlib) | 3.5.2 | Python plotting package [matplotlib_inline](https://pypi.org/project/matplotlib_inline) | 0.1.3 | Inline Matplotlib backend for Jupyter [mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8 [mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities [mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍. [metakernel](https://pypi.org/project/metakernel) | 0.28.2 | Metakernel for Jupyter [missingno](https://pypi.org/project/missingno) | 0.5.1 | Missing data visualization module for Python. [mistune](https://pypi.org/project/mistune) | 0.8.4 | The fastest markdown parser in pure Python [mizani](https://pypi.org/project/mizani) | 0.7.4 | Scales for Python [mkl_service](https://pypi.org/project/mkl_service) | 2.4.0 | Python bindings to some MKL service functions [mlxtend](https://pypi.org/project/mlxtend) | 0.18.0 | Machine Learning Library Extensions [moviepy](https://pypi.org/project/moviepy) | 1.0.3 | Video editing with Python [mpl_scatter_density](https://pypi.org/project/mpl_scatter_density) | 0.7 | Matplotlib helpers to make density scatter plots [mpld3](https://pypi.org/project/mpld3) | 0.5.8 | D3 Viewer for Matplotlib [mpldatacursor](https://pypi.org/project/mpldatacursor) | 0.7.1 | Interactive data cursors for Matplotlib [mpmath](https://pypi.org/project/mpmath) | 1.2.1 | Python library for arbitrary-precision floating-point arithmetic [msgpack](https://pypi.org/project/msgpack) | 1.0.4 | MessagePack (de)serializer. [msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.29.30133 | Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories [multidict](https://pypi.org/project/multidict) | 6.0.2 | multidict implementation [mypy](https://pypi.org/project/mypy) | 0.971 | Optional static typing for Python [mypy_extensions](https://pypi.org/project/mypy_extensions) | 0.4.3 | Experimental type system extensions for programs checked with the mypy typechecker. [mysql_connector_python](https://pypi.org/project/mysql_connector_python) | 8.0.21 | MySQL driver written in Python [nbclassic](https://pypi.org/project/nbclassic) | 0.4.3 | Jupyter Notebook as a Jupyter Server Extension. [nbclient](https://pypi.org/project/nbclient) | 0.6.6 | A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor. [nbconvert](https://pypi.org/project/nbconvert) | 6.5.0 | Converting Jupyter Notebooks [nbconvert_reportlab](https://pypi.org/project/nbconvert_reportlab) | 0.2 | Convert notebooks to PDF using Reportlab [nbdime](https://pypi.org/project/nbdime) | 3.1.1 | Diff and merge of Jupyter Notebooks [nbformat](https://pypi.org/project/nbformat) | 5.4.0 | The Jupyter Notebook format [nbval](https://pypi.org/project/nbval) | 0.9.6 | A py.test plugin to validate Jupyter notebooks [nest_asyncio](https://pypi.org/project/nest_asyncio) | 1.5.5 | Patch asyncio to allow nested event loops [netcdf4](https://pypi.org/project/netcdf4) | 1.6.0 | Provides an object-oriented python interface to the netCDF version 4 library. [networkx](https://pypi.org/project/networkx) | 2.8.5 | Python package for creating and manipulating graphs and networks [nltk](https://pypi.org/project/nltk) | 3.7 | Natural Language Toolkit [notebook](https://pypi.org/project/notebook) | 6.4.12 | A web-based notebook environment for interactive computing [notebook_shim](https://pypi.org/project/notebook_shim) | 0.1.0 | A shim layer for notebook traits and config [ntlm_auth](https://pypi.org/project/ntlm_auth) | 1.5.0 | Creates NTLM authentication structures [numcodecs](https://pypi.org/project/numcodecs) | 0.10.0 | A Python package providing buffer compression and transformation codecs for use in data storage and communication applications. [numdifftools](https://pypi.org/project/numdifftools) | 0.9.40 | Solves automatic numerical differentiation problems in one or more variables. [numexpr](https://pypi.org/project/numexpr) | 2.8.3 | Fast numerical expression evaluator for NumPy [numpy](https://pypi.org/project/numpy) | 1.22.4+mkl | NumPy is the fundamental package for array computing with Python. [numpydoc](https://pypi.org/project/numpydoc) | 1.3 | Sphinx extension to support docstrings in Numpy format [oct2py](https://pypi.org/project/oct2py) | 5.4.3 | Python to GNU Octave bridge --> run m-files from python. [octave_kernel](https://pypi.org/project/octave_kernel) | 0.34.1 | A Jupyter kernel for Octave. [openpyxl](https://pypi.org/project/openpyxl) | 3.0.10 | A Python library to read/write Excel 2010 xlsx/xlsm files [orjson](https://pypi.org/project/orjson) | 3.7.3 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy [outcome](https://pypi.org/project/outcome) | 1.1.0 | Capture the outcome of Python function calls. [packaging](https://pypi.org/project/packaging) | 21.3 | Core utilities for Python packages [palettable](https://pypi.org/project/palettable) | 3.3.0 | Color palettes for Python [pandas](https://pypi.org/project/pandas) | 1.4.3 | Powerful data structures for data analysis, time series, and statistics [pandas_datareader](https://pypi.org/project/pandas_datareader) | 0.10.0 | Data readers extracted from the pandas codebase,should be compatible with recent pandas versions [pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.0 | Utilities for writing pandoc filters in python [panel](https://pypi.org/project/panel) | 0.13.1 | A high level app and dashboarding solution for Python. [papermill](https://pypi.org/project/papermill) | 2.3.4 | Parametrize and run Jupyter and nteract Notebooks [param](https://pypi.org/project/param) | 1.12.2 | Declarative Python programming using Parameters. [parambokeh](https://pypi.org/project/parambokeh) | 0.2.3 | ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server. [paramnb](https://pypi.org/project/paramnb) | 2.0.4 | Generate ipywidgets from Parameterized objects in the notebook [parso](https://pypi.org/project/parso) | 0.8.3 | A Python Parser [partd](https://pypi.org/project/partd) | 1.2.0 | Appendable key-value storage [pathspec](https://pypi.org/project/pathspec) | 0.9.0 | Utility library for gitignore style pattern matching of file paths. [patsy](https://pypi.org/project/patsy) | 0.5.2+dev | A Python package for describing statistical models and for building design matrices. [pdfrw](https://pypi.org/project/pdfrw) | 0.4.post2 | PDF file reader/writer library [pdvega](https://pypi.org/project/pdvega) | 0.2.1.dev0 | Pandas plotting interface to Vega and Vega-Lite [pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker [pexpect](https://pypi.org/project/pexpect) | 4.8.0 | Pexpect allows easy control of interactive console applications. [pg8000](https://pypi.org/project/pg8000) | 1.23.0 | PostgreSQL interface library [pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support [pillow](https://pypi.org/project/pillow) | 9.2.0 | Python Imaging Library (Fork) [pims](https://pypi.org/project/pims) | 0.6.1 | Python Image Sequence [pint](https://pypi.org/project/pint) | 0.19.2 | Physical quantities module [pip](https://pypi.org/project/pip) | 22.2.2 | The PyPA recommended tool for installing Python packages. [pipdeptree](https://pypi.org/project/pipdeptree) | 2.2.1 | Command line utility to show dependency tree of packages [pkginfo](https://pypi.org/project/pkginfo) | 1.8.3 | Query metadatdata from sdists / bdists / installed packages. [platformdirs](https://pypi.org/project/platformdirs) | 2.5.2 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [plotly](https://pypi.org/project/plotly) | 5.9.0 | An open-source, interactive graphing library for Python [plotnine](https://pypi.org/project/plotnine) | 0.9.0 | A grammar of graphics for python [pluggy](https://pypi.org/project/pluggy) | 1.0.0 | plugin and hook calling mechanisms for python [ply](https://pypi.org/project/ply) | 3.11 | Python Lex & Yacc [pmdarima](https://pypi.org/project/pmdarima) | 1.8.6.dev0 | Python's forecast::auto.arima equivalent [polars](https://pypi.org/project/polars) | 0.13.60 | Blazingly fast DataFrame library [portpicker](https://pypi.org/project/portpicker) | 1.5.0 | A library to choose unique available network ports. [ppci](https://pypi.org/project/ppci) | 0.5.8 | A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python [prettytable](https://pypi.org/project/prettytable) | 3.3.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format. [priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree [proglog](https://pypi.org/project/proglog) | 0.1.10 | Log and progress bar manager for console, notebooks, web... [prometheus_client](https://pypi.org/project/prometheus_client) | 0.14.1 | Python client for the Prometheus monitoring system. [prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.29 | Library for building powerful interactive command lines in Python [protobuf](https://pypi.org/project/protobuf) | 4.0.0rc1 | Protocol Buffers [psutil](https://pypi.org/project/psutil) | 5.9.0 | Cross-platform lib for process and system monitoring in Python. [ptpython](https://pypi.org/project/ptpython) | 3.0.20 | Python REPL build on top of prompt_toolkit [ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal [pulp](https://pypi.org/project/pulp) | 2.3 | PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems. [pure_eval](https://pypi.org/project/pure_eval) | 0.2.2 | Safely evaluate AST nodes without side effects [py](https://pypi.org/project/py) | 1.11.0 | library with cross-python path, ini-parsing, io, code, log facilities [py_lru_cache](https://pypi.org/project/py_lru_cache) | 0.1.4 | LRU cache for python. Provides a dictionary-like object as well as a method decorator. [pyaml](https://pypi.org/project/pyaml) | 20.4.0 | PyYAML-based module to produce pretty and readable YAML-serialized data [pyaudio](https://pypi.org/project/pyaudio) | 0.2.11 | Bindings for PortAudio v19, the cross-platform audio input/output stream library. [pybars3](https://pypi.org/project/pybars3) | 0.9.7 | Handlebars.js templating for Python 3 and 2 [pybind11](https://pypi.org/project/pybind11) | 2.9.2 | Seamless operability between C++11 and Python [pycodestyle](https://pypi.org/project/pycodestyle) | 2.8.0 | Python style guide checker [pycosat](https://pypi.org/project/pycosat) | 0.6.3 | bindings to picosat (a SAT solver) [pycparser](https://pypi.org/project/pycparser) | 2.21 | C parser in Python [pyct](https://pypi.org/project/pyct) | 0.4.8 | python package common tasks for users (e.g. copy examples, fetch data, ...) [pydantic](https://pypi.org/project/pydantic) | 1.9.1 | Data validation and settings management using python 3.6 type hinting [pydeck](https://pypi.org/project/pydeck) | 0.7.1 | Widget for deck.gl maps [pyepsg](https://pypi.org/project/pyepsg) | 0.4.0 | Easy access to the EPSG database via http epsg.io/ [pyflakes](https://pypi.org/project/pyflakes) | 2.4.0 | passive checker of Python programs [pyflux](https://pypi.org/project/pyflux) | 0.4.17 | PyFlux: A time-series analysis library for Python [pygad](https://pypi.org/project/pygad) | 2.17.0 | PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch). [pygame](https://pypi.org/project/pygame) | 2.1.2 | Python Game Development [pygments](https://pypi.org/project/pygments) | 2.12.0 | Pygments is a syntax highlighting package written in Python. [pyhdf](https://pypi.org/project/pyhdf) | 0.10.5 | pyhdf: Python interface to the NCSA HDF4 library. [pylint](https://pypi.org/project/pylint) | 2.14.0 | python code static checker [pymeta3](https://pypi.org/project/pymeta3) | 0.5.1 | Pattern-matching language based on OMeta for Python 3 and 2 [pyopengl](https://pypi.org/project/pyopengl) | 3.1.6 | Standard OpenGL bindings for Python [pypandoc](https://pypi.org/project/pypandoc) | 1.5 | Thin wrapper for pandoc. [pyparsing](https://pypi.org/project/pyparsing) | 2.4.7 | Python parsing module [pyqt6](https://pypi.org/project/pyqt6) | 6.2.2 | [pyqt6_qt6](https://pypi.org/project/pyqt6_qt6) | 6.2.2 | [pyqt6_sip](https://pypi.org/project/pyqt6_sip) | 13.4.0 | [pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.12.4 | Scientific Graphics and GUI Library for Python [pyrsistent](https://pypi.org/project/pyrsistent) | 0.18.1 | Persistent/Functional/Immutable data structures [pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension [pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https github.com/Anorov/PySocks for more information. [pystache](https://pypi.org/project/pystache) | 0.5.4 | Mustache for Python [pytest](https://pypi.org/project/pytest) | 7.1.1 | pytest: simple powerful testing with Python [python_baseconv](https://pypi.org/project/python_baseconv) | 1.2.2 | Convert numbers from base 10 integers to base X strings and back again. [python_dateutil](https://pypi.org/project/python_dateutil) | 2.8.2 | Extensions to the standard Python datetime module [python_dotenv](https://pypi.org/project/python_dotenv) | 0.19.2 | Add .env support to your django/flask apps in development and deployments [python_hdf4](https://pypi.org/project/python_hdf4) | 0.10.0+dummy | Python-HDF4: Python interface to the NCSA HDF4 library. [python_lsp_jsonrpc](https://pypi.org/project/python_lsp_jsonrpc) | 1.0.0 | JSON RPC 2.0 server library [python_lsp_server](https://pypi.org/project/python_lsp_server) | 1.4.1 | Python Language Server for the Language Server Protocol [python_multipart](https://pypi.org/project/python_multipart) | 0.0.5 | A streaming multipart parser for Python [python_picard](https://pypi.org/project/python_picard) | 0.7 | Preconditoned ICA for Real Data [python_snappy](https://pypi.org/project/python_snappy) | 0.6.1 | Python library for the snappy compression library from Google [pythonnet](https://pypi.org/project/pythonnet) | 3.0.0rc1 | .Net and Mono integration for Python [pythonqwt](https://pypi.org/project/pythonqwt) | 0.10.2 | Qt plotting widgets for Python [pytz](https://pypi.org/project/pytz) | 2022.1 | World timezone definitions, modern and historical [pytz_deprecation_shim](https://pypi.org/project/pytz_deprecation_shim) | 0.1.0.post0 | Shims to make deprecation of pytz easier [pyviz_comms](https://pypi.org/project/pyviz_comms) | 2.2.0 | Bidirectional communication for the PyViz ecosystem. [pywavelets](https://pypi.org/project/pywavelets) | 1.3.0 | PyWavelets, wavelet transform module [pywin32](https://pypi.org/project/pywin32) | 304.0 | Python for Window Extensions [pywin32_ctypes](https://pypi.org/project/pywin32_ctypes) | 0.2.0 | A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi) [pywinpty](https://pypi.org/project/pywinpty) | 2.0.5 | Python bindings for the winpty library [pywinusb](https://pypi.org/project/pywinusb) | 0.4.2 | A package that simplifies USB/HID communications on windows [pyyaml](https://pypi.org/project/pyyaml) | 6.0 | YAML parser and emitter for Python [pyzmq](https://pypi.org/project/pyzmq) | 23.2.0 | Python bindings for 0MQ [pyzo](https://pypi.org/project/pyzo) | 4.12.4.dev0 | the Python IDE for scientific computing [qtconsole](https://pypi.org/project/qtconsole) | 5.3.1 | Jupyter Qt console [qtpy](https://pypi.org/project/qtpy) | 2.2.0.dev0 | Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets. [quart](https://pypi.org/project/quart) | 0.17.0 | A Python ASGI web microframework with the same API as Flask [rasterio](https://pypi.org/project/rasterio) | 1.2.10 | Fast and direct raster I/O for use with Numpy and SciPy [readme_renderer](https://pypi.org/project/readme_renderer) | 35.0 | readme_renderer is a library for rendering "readme" descriptions for Warehouse [redis](https://pypi.org/project/redis) | 4.3.1 | Python client for Redis key-value store [regex](https://pypi.org/project/regex) | 2022.6.2 | Alternative regular expression module, to replace re. [reportlab](https://pypi.org/project/reportlab) | 3.6.10 | The Reportlab Toolkit [requests](https://pypi.org/project/requests) | 2.28.1 | Python HTTP for Humans. [requests_ntlm](https://pypi.org/project/requests_ntlm) | 1.1.0 | This package allows for HTTP NTLM authentication using the requests library. [requests_toolbelt](https://pypi.org/project/requests_toolbelt) | 0.9.1 | A utility belt for advanced users of python-requests [rfc3986](https://pypi.org/project/rfc3986) | 1.5.0 | Validating URI References per RFC 3986 [rich](https://pypi.org/project/rich) | 12.4.4 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal [rise](https://pypi.org/project/rise) | 5.7.1 | Reveal.js - Jupyter/IPython Slideshow Extension [ruamel.yaml](https://pypi.org/project/ruamel.yaml) | 0.17.17 | a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order [rx](https://pypi.org/project/rx) | 3.1.1 | Reactive Extensions (Rx) for Python [scikit_fuzzy](https://pypi.org/project/scikit_fuzzy) | 0.4.1 | Fuzzy logic toolkit for SciPy [scikit_image](https://pypi.org/project/scikit_image) | 0.19.3 | Image processing routines for SciPy [scikit_learn](https://pypi.org/project/scikit_learn) | 1.1.1 | A set of python modules for machine learning and data mining [scikit_optimize](https://pypi.org/project/scikit_optimize) | 0.9.0 | Sequential model-based optimization toolbox. [scilab2py](https://pypi.org/project/scilab2py) | 0.6.2 | Python to Scilab bridge [scipy](https://pypi.org/project/scipy) | 1.8.1 | SciPy: Scientific Library for Python [scramp](https://pypi.org/project/scramp) | 1.4.1 | An implementation of the SCRAM protocol. [seaborn](https://pypi.org/project/seaborn) | 0.11.2 | seaborn: statistical data visualization [send2trash](https://pypi.org/project/send2trash) | 1.8.0 | Send file to trash natively under Mac OS X, Windows and Linux. [setuptools](https://pypi.org/project/setuptools) | 63.4.2 | Easily download, build, install, upgrade, and uninstall Python packages [simpervisor](https://pypi.org/project/simpervisor) | 0.4 | Simple async process supervisor [simplegeneric](https://pypi.org/project/simplegeneric) | 0.8.1 | Simple generic functions (similar to Python's own len(), pickle.dump(), etc.) [simplejson](https://pypi.org/project/simplejson) | 3.17.6 | Simple, fast, extensible JSON encoder/decoder for Python [simpy](https://pypi.org/project/simpy) | 4.0.1 | Event discrete, process based simulation for Python. [six](https://pypi.org/project/six) | 1.16.0 | Python 2 and 3 compatibility utilities [slicerator](https://pypi.org/project/slicerator) | 1.1.0 | A lazy-loading, fancy-sliceable iterable. [smmap](https://pypi.org/project/smmap) | 5.0.0 | A pure Python implementation of a sliding window memory map manager [snakeviz](https://pypi.org/project/snakeviz) | 2.1.0 | A web-based viewer for Python profiler output [sniffio](https://pypi.org/project/sniffio) | 1.2.0 | Sniff out which async library your code is running under [snowballstemmer](https://pypi.org/project/snowballstemmer) | 2.2.0 | This package provides 26 stemmers for 25 languages generated from Snowball algorithms. [snuggs](https://pypi.org/project/snuggs) | 1.4.7 | Snuggs are s-expressions for Numpy [sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set [sounddevice](https://pypi.org/project/sounddevice) | 0.4.4 | Play and Record Sound with Python [soupsieve](https://pypi.org/project/soupsieve) | 2.3.2.post1 | A modern CSS selector implementation for Beautiful Soup. [sphinx](https://pypi.org/project/sphinx) | 5.0.2 | Tool for generating documentation which uses reStructuredText as its markup language [sphinx_rtd_theme](https://pypi.org/project/sphinx_rtd_theme) | 1.0.0 | Read the Docs theme for Sphinx [sphinxcontrib_applehelp](https://pypi.org/project/sphinxcontrib_applehelp) | 1.0.2 | sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books [sphinxcontrib_devhelp](https://pypi.org/project/sphinxcontrib_devhelp) | 1.0.2 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document. [sphinxcontrib_htmlhelp](https://pypi.org/project/sphinxcontrib_htmlhelp) | 2.0.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files [sphinxcontrib_jsmath](https://pypi.org/project/sphinxcontrib_jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript [sphinxcontrib_qthelp](https://pypi.org/project/sphinxcontrib_qthelp) | 1.0.3 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document. [sphinxcontrib_serializinghtml](https://pypi.org/project/sphinxcontrib_serializinghtml) | 1.1.5 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle). [sqlalchemy](https://pypi.org/project/sqlalchemy) | 1.4.39 | Database Abstraction Library [sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.12.2 | a graphic SQLite Client in 1 Python file [sqlite_fts4](https://pypi.org/project/sqlite_fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search [sqlite_utils](https://pypi.org/project/sqlite_utils) | 3.26 | CLI tool and Python utility functions for manipulating SQLite databases [sqlparse](https://pypi.org/project/sqlparse) | 0.4.2 | Non-validating SQL parser [sspyrs](https://pypi.org/project/sspyrs) | 0.2 | Lightweight interface for SSRS reports to python [stack_data](https://pypi.org/project/stack_data) | 0.3.0 | Extract data from python stack frames and tracebacks for informative displays [starlette](https://pypi.org/project/starlette) | 0.19.1 | The little ASGI library that shines. [statsmodels](https://pypi.org/project/statsmodels) | 0.13.2 | Statistical computations and models for Python [streamz](https://pypi.org/project/streamz) | 0.6.3 | Streams [supersmoother](https://pypi.org/project/supersmoother) | 0.4 | Python implementation of Friedman's Supersmoother [swifter](https://pypi.org/project/swifter) | 1.0.9 | A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner [sympy](https://pypi.org/project/sympy) | 1.10.1 | Computer algebra system (CAS) in Python [tables](https://pypi.org/project/tables) | 3.7.0 | Hierarchical datasets for Python [tabulate](https://pypi.org/project/tabulate) | 0.8.9 | Pretty-print tabular data [tbats](https://pypi.org/project/tbats) | 1.1.0 | BATS and TBATS for time series forecasting [tblib](https://pypi.org/project/tblib) | 1.7.0 | Traceback serialization library. [tenacity](https://pypi.org/project/tenacity) | 8.0.1 | Retry code until it succeeds [termcolor](https://pypi.org/project/termcolor) | 1.1.0 | ANSII Color formatting for output in terminal. [terminado](https://pypi.org/project/terminado) | 0.15.0 | Terminals served to xterm.js using Tornado websockets [textwrap3](https://pypi.org/project/textwrap3) | 0.9.2 | textwrap from Python 3.6 backport (plus a few tweaks) [threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.1.0 | threadpoolctl [tifffile](https://pypi.org/project/tifffile) | 2022.5.4 | Read and write TIFF(r) files [tinycss2](https://pypi.org/project/tinycss2) | 1.1.1 | tinycss2 [toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language [tomli](https://pypi.org/project/tomli) | 2.0.1 | A lil' TOML parser [tomli_w](https://pypi.org/project/tomli_w) | 1.0.0 | A lil' TOML writer [tomlkit](https://pypi.org/project/tomlkit) | 0.11.1 | Style preserving TOML library [toolz](https://pypi.org/project/toolz) | 0.11.2 | List processing tools and functional utilities [tornado](https://pypi.org/project/tornado) | 6.1 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. [tqdm](https://pypi.org/project/tqdm) | 4.64.0 | Fast, Extensible Progress Meter [traitlets](https://pypi.org/project/traitlets) | 5.3.0 | Traitlets Python config system [traittypes](https://pypi.org/project/traittypes) | 0.2.1 | Scipy trait types [trio](https://pypi.org/project/trio) | 0.21.0 | A friendly Python library for async concurrency and I/O [trio_asyncio](https://pypi.org/project/trio_asyncio) | 0.12.0 | A re-implementation of the asyncio mainloop on top of Trio [twine](https://pypi.org/project/twine) | 4.0.1 | Collection of utilities for publishing packages on PyPI [twitter](https://pypi.org/project/twitter) | 1.19.2 | An API and command-line toolset for Twitter (twitter.com) [typing_extensions](https://pypi.org/project/typing_extensions) | 4.3.0 | Backported and Experimental Type Hints for Python 3.5+ [tzdata](https://pypi.org/project/tzdata) | 2022.1 | Provider of IANA time zone data [tzlocal](https://pypi.org/project/tzlocal) | 4.2 | tzinfo object for the local timezone [ujson](https://pypi.org/project/ujson) | 5.3.0 | Ultra fast JSON encoder and decoder for Python [uncertainties](https://pypi.org/project/uncertainties) | 3.1.6 | Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives [urllib3](https://pypi.org/project/urllib3) | 1.26.10 | HTTP library with thread-safe connection pooling, file post, and more. [uvicorn](https://pypi.org/project/uvicorn) | 0.18.2 | The lightning-fast ASGI server. [vega](https://pypi.org/project/vega) | 3.6.0 | A Jupyter widget for Vega 5 and Vega-Lite 4 [vega_datasets](https://pypi.org/project/vega_datasets) | 0.9.0 | A Python package for offline access to Vega datasets [virtualenv](https://pypi.org/project/virtualenv) | 20.14.1 | Virtual Python Environment builder [vitables](https://pypi.org/project/vitables) | 3.0.2 | A viewer for PyTables package [wasmer](https://pypi.org/project/wasmer) | 1.1.0 | Python extension to run WebAssembly binaries [wasmer_compiler_cranelift](https://pypi.org/project/wasmer_compiler_cranelift) | 1.1.0 | The Cranelift compiler for the `wasmer` package (to compile WebAssembly module) [wasmer_compiler_singlepass](https://pypi.org/project/wasmer_compiler_singlepass) | 1.1.0 | Python extension to run WebAssembly binaries [wcwidth](https://pypi.org/project/wcwidth) | 0.2.5 | Measures number of Terminal column cells of wide-character codes [webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content [websocket_client](https://pypi.org/project/websocket_client) | 1.3.3 | WebSocket client for Python. hybi13 is supported. [werkzeug](https://pypi.org/project/werkzeug) | 2.1.2 | The comprehensive WSGI web application library. [wheel](https://pypi.org/project/wheel) | 0.37.1 | A built-package format for Python [widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 3.6.1 | IPython HTML widgets for Jupyter [winpython](http://winpython.github.io/) | 4.8.20220808 | WinPython distribution tools, including WPPM [wordcloud](https://pypi.org/project/wordcloud) | 1.8.1 | A little word cloud generator [wrapt](https://pypi.org/project/wrapt) | 1.14.1 | Module for decorators, wrappers and monkey patching. [wsproto](https://pypi.org/project/wsproto) | 1.1.0 | WebSockets state-machine based protocol implementation [xarray](https://pypi.org/project/xarray) | 2022.6.0 | N-D labeled arrays and datasets in Python [xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.0.3 | A Python module for creating Excel XLSX files. [xlwings](https://pypi.org/project/xlwings) | 0.24.7 | Make Excel fly: Interact with Excel from Python and vice versa. [xmltodict](https://pypi.org/project/xmltodict) | 0.13.0 | Makes working with XML feel like you are working with JSON [xyzservices](https://pypi.org/project/xyzservices) | 2022.6.0 | Source of XYZ tiles providers [yarl](https://pypi.org/project/yarl) | 1.7.2 | Yet another URL library [zarr](https://pypi.org/project/zarr) | 2.11.3 | An implementation of chunked, compressed, N-dimensional arrays for Python. [zict](https://pypi.org/project/zict) | 2.2.0 | Mutable mapping tools [zipp](https://pypi.org/project/zipp) | 3.8.0 | Backport of pathlib-compatible object wrapper for zip files [zstd](https://pypi.org/project/zstd) | 1.5.2.5 | ZSTD Bindings for Python

b2 (2022-08-15: infrastructure modernization)

Changes from WinPython 2022-03 b1:

Infrastructure:
- improved Windows Terminal launcher
- wppm rework to not use dying pkg_resources of pip, but 'pip list' or 'pip inspect' instead
- integrate dying pipdeptree features in wppm command line
  - wppm -p pandas = packages requirement for pandas (at 2 levels of depth per default)
  - wppm -p pandas[test] = packages requirement for pandas[test] (at 2 levels of depth per default)
  - wppm -l 3 -r pytest = packages upward dependancies to pytest at 3 levels upward
  - example: https://github.com/winpython/winpython_afterdoc/blob/master/docs/pipdeptree_replacement.ipynb
New Packages:
Upgraded Packages:
Removed Packages:
- pipdeptree
variation per version:
- for Python-3.10 : mkl is added as Christoph Gohkle wheels are progressively replaced per standard wheels,

Areas of particular interest for testers:

improved Windows Terminal launcher
wppm improved version (on non-roman alphabet) to test: russian, korean, chinese, ...
- wppm command line to browse the distro works:
  - try wppm -p pandas
- wppm windows version still works:
  - you see your list of packages,
  - you see a different list of packages if you point at another python-3 installation

Next build effort:

Python-3.11 stack: numba

MD5	SHA-1	SHA-256	Binary	Size	SHA3-256
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31267e493b68b9d91f2e753bcfccdcd2	b0d7e44ce82a9d80e912f9a01c416ec29363a24a	7ce0e86b8f428b8ba8d5e6fbb7c1d797ac24370f339f4c1816a10e1c1ffdf8cd	Winpython32-3.10.6.1dotb2.exe	26 217 438 Bytes	c49f4ff02a26cb289e6fa5a7c1fd35a5cac071cfbb1cfdf6a23b84ee85b1f2ac
236b8b9aa2f5e0db3d45762ae0c2ae68	b296dab32b07e4cc0555f5397fde312d93ff5cec	08c16d7e4dd3f166c69aa595a8645fb8db3f3713b80d9c2898034f149540887d	Winpython64-3.10.6.1b2.exe	818 306 506 Bytes	c186013a33c1854b248d74045c04e0c8c4f30d8f6376ebcfc66fde835d61548a

WinPython 3.10.6.1

The following packages are included in WinPython-64bit v3.10.6.1 b2.

### Tools Name | Version | Description -----|---------|------------ [Nodejs](https://nodejs.org) | v16.16.0 | a JavaScript runtime built on Chrome's V8 JavaScript engine [npmjs](https://www.npmjs.com/) | 8.11.0 | a package manager for JavaScript [Pandoc](https://pandoc.org/) | 2.3 | a universal document converter ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.10.6 | Python programming language with standard library [adodbapi](https://pypi.org/project/adodbapi) | 2.6.1.3 | A pure Python package implementing PEP 249 DB-API using Microsoft ADO. [affine](https://pypi.org/project/affine) | 2.3.1 | Matrices describing affine transformation of the plane. [aiofiles](https://pypi.org/project/aiofiles) | 0.8.0 | File support for asyncio. [aiohttp](https://pypi.org/project/aiohttp) | 3.8.1 | Async http client/server framework (asyncio) [aiosignal](https://pypi.org/project/aiosignal) | 1.2.0 | aiosignal: a list of registered asynchronous callbacks [aiosqlite](https://pypi.org/project/aiosqlite) | 0.17.0 | asyncio bridge to the standard sqlite3 module [alabaster](https://pypi.org/project/alabaster) | 0.7.12 | A configurable sidebar-enabled Sphinx theme [alembic](https://pypi.org/project/alembic) | 1.8.0 | A database migration tool for SQLAlchemy. [algopy](https://pypi.org/project/algopy) | 0.5.7 | ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation [altair](https://pypi.org/project/altair) | 4.2.0 | Altair: A declarative statistical visualization library for Python. [altair_data_server](https://pypi.org/project/altair_data_server) | 0.4.1 | A background data server for Altair charts. [altair_transform](https://pypi.org/project/altair_transform) | 0.2.0 | A python engine for evaluating Altair transforms. [altair_widgets](https://pypi.org/project/altair_widgets) | 0.2.2 | Altair Widgets: An interactive visualization for statistical data for Python. [amply](https://pypi.org/project/amply) | 0.1.5 | Amply allows you to load and manipulate AMPL/GLPK data as Python data structures [aniso8601](https://pypi.org/project/aniso8601) | 9.0.1 | A library for parsing ISO 8601 strings. [ansiwrap](https://pypi.org/project/ansiwrap) | 0.8.4 | textwrap, but savvy to ANSI colors and styles [anyio](https://pypi.org/project/anyio) | 3.6.1 | High level compatibility layer for multiple asynchronous event loop implementations [appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [argon2_cffi](https://pypi.org/project/argon2_cffi) | 21.3.0 | The secure Argon2 password hashing algorithm. [argon2_cffi_bindings](https://pypi.org/project/argon2_cffi_bindings) | 21.2.0 | Low-level CFFI bindings for Argon2 [arrow](https://pypi.org/project/arrow) | 1.2.2 | Better dates & times for Python [asciitree](https://pypi.org/project/asciitree) | 0.3.3 | Draws ASCII trees. [asgi_csrf](https://pypi.org/project/asgi_csrf) | 0.9 | ASGI middleware for protecting against CSRF attacks [asgiref](https://pypi.org/project/asgiref) | 3.5.2 | ASGI specs, helper code, and adapters [asn1crypto](https://pypi.org/project/asn1crypto) | 1.4.0 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP [asteval](https://pypi.org/project/asteval) | 0.9.27 | Safe, minimalistic evaluator of python expression using ast module [astor](https://pypi.org/project/astor) | 0.8.1 | Read/rewrite/write Python ASTs [astroid](https://pypi.org/project/astroid) | 2.11.5 | An abstract syntax tree for Python with inference support. [astroml](https://pypi.org/project/astroml) | 1.0.2.post1 | tools for machine learning and data mining in Astronomy [astropy](https://pypi.org/project/astropy) | 5.0.4 | Community-developed python astronomy tools [async_generator](https://pypi.org/project/async_generator) | 1.10 | Async generators and context managers for Python 3.5+ [async_timeout](https://pypi.org/project/async_timeout) | 4.0.2 | Timeout context manager for asyncio programs [atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes. [attrs](https://pypi.org/project/attrs) | 22.1.0 | Classes Without Boilerplate [autopep8](https://pypi.org/project/autopep8) | 1.6.0 | A tool that automatically formats Python code to conform to the PEP 8 style guide [babel](https://pypi.org/project/babel) | 2.10.3 | Internationalization utilities [backcall](https://pypi.org/project/backcall) | 0.2.0 | Specifications for callback functions passed in to an API [backports_abc](https://pypi.org/project/backports_abc) | 0.5 | A backport of recent additions to the 'collections.abc' module. [baresql](https://pypi.org/project/baresql) | 0.7.6 | playing SQL directly on Python datas [base58](https://pypi.org/project/base58) | 2.1.1 | Base58 and Base58Check implementation [bcrypt](https://pypi.org/project/bcrypt) | 3.2.0 | Modern password hashing for your software and your servers [beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.11.1 | Screen-scraping library [binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text. [black](https://pypi.org/project/black) | 22.6.0 | The uncompromising code formatter. [bleach](https://pypi.org/project/bleach) | 5.0.0 | An easy safelist-based HTML-sanitizing tool. [blinker](https://pypi.org/project/blinker) | 1.4 | Fast, simple object-to-object and broadcast signaling [blis](https://pypi.org/project/blis) | 0.7.8 | The Blis BLAS-like linear algebra library, as a self-contained C-extension. [blosc](https://pypi.org/project/blosc) | 1.10.6 | Blosc data compressor [bokeh](https://pypi.org/project/bokeh) | 2.4.3 | Interactive plots and applications in the browser from Python [botorch](https://pypi.org/project/botorch) | 0.4.0 | Bayesian Optimization in PyTorch [bottleneck](https://pypi.org/project/bottleneck) | 1.3.4 | Fast NumPy array functions written in C [bqplot](https://pypi.org/project/bqplot) | 0.12.33 | Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets. [branca](https://pypi.org/project/branca) | 0.5.0 | Generate complex HTML+JS pages with Python [brewer2mpl](https://pypi.org/project/brewer2mpl) | 1.4.1 | Connect colorbrewer2.org color maps to Python and matplotlib [brotli](https://pypi.org/project/brotli) | 1.0.9 | Python bindings for the Brotli compression library [cachelib](https://pypi.org/project/cachelib) | 0.9.0 | A collection of cache libraries in the same API interface. [cachetools](https://pypi.org/project/cachetools) | 5.2.0 | Extensible memoizing collections and decorators [cartopy](https://pypi.org/project/cartopy) | 0.20.2 | A cartographic python library with Matplotlib support for visualisation [catalogue](https://pypi.org/project/catalogue) | 2.0.8 | Super lightweight function registries for your library [certifi](https://pypi.org/project/certifi) | 2022.5.18.1 | Python package for providing Mozilla's CA Bundle. [cffi](https://pypi.org/project/cffi) | 1.15.0 | Foreign Function Interface for Python calling C code. [cftime](https://pypi.org/project/cftime) | 1.6.0 | Time-handling functionality from netcdf4-python [chardet](https://pypi.org/project/chardet) | 5.0.0 | Universal encoding detector for Python 2 and 3 [charset_normalizer](https://pypi.org/project/charset_normalizer) | 2.0.12 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. [click](https://pypi.org/project/click) | 8.0.4 | Composable command line interface toolkit [click_default_group](https://pypi.org/project/click_default_group) | 1.2.2 | Extends click.Group to invoke a command without explicit subcommand name [click_plugins](https://pypi.org/project/click_plugins) | 1.1.1 | An extension module for click to enable registering CLI commands via setuptools entry-points. [cligj](https://pypi.org/project/cligj) | 0.7.2 | Click params for commmand line interfaces to GeoJSON [cloudpickle](https://pypi.org/project/cloudpickle) | 2.1.0 | Extended pickling support for Python objects [clr_loader](https://pypi.org/project/clr_loader) | 0.1.7 | Generic pure Python loader for .NET runtimes [clrmagic](https://pypi.org/project/clrmagic) | 0.0.1a2 | IPython cell magic to use .NET languages [colorama](https://pypi.org/project/colorama) | 0.4.4 | Cross-platform colored terminal text. [colorcet](https://pypi.org/project/colorcet) | 3.0.0 | Collection of perceptually uniform colormaps [commonmark](https://pypi.org/project/commonmark) | 0.9.1 | Python parser for the CommonMark Markdown spec [cookiecutter](https://pypi.org/project/cookiecutter) | 2.1.1 | A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template. [coverage](https://pypi.org/project/coverage) | 6.4.1 | Code coverage measurement for Python [cramjam](https://pypi.org/project/cramjam) | 2.5.0 | Thin Python bindings to de/compression algorithms in Rust [cryptography](https://pypi.org/project/cryptography) | 3.4.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers. [csvs_to_sqlite](https://pypi.org/project/csvs_to_sqlite) | 1.3.1a0 | Convert CSV files into a SQLite database [cvxopt](https://pypi.org/project/cvxopt) | 1.3.0 | Convex optimization package [cvxpy](https://pypi.org/project/cvxpy) | 1.2.0 | A domain-specific language for modeling convex optimization problems in Python. [cycler](https://pypi.org/project/cycler) | 0.11.0 | Composable style cycles [cymem](https://pypi.org/project/cymem) | 2.0.6 | Manage calls to calloc/free through Cython [cython](https://pypi.org/project/cython) | 0.29.32 | The Cython compiler for writing C extensions for the Python language. [cytoolz](https://pypi.org/project/cytoolz) | 0.11.2 | Cython implementation of Toolz: High performance functional utilities [dash](https://pypi.org/project/dash) | 2.6.0 | A Python framework for building reactive web-apps. Developed by Plotly. [dash_core_components](https://pypi.org/project/dash_core_components) | 2.0.0 | Core component suite for Dash [dash_html_components](https://pypi.org/project/dash_html_components) | 2.0.0 | Vanilla HTML components for Dash [dash_table](https://pypi.org/project/dash_table) | 5.0.0 | Dash table [dask](https://pypi.org/project/dask) | 2022.8.0 | Parallel PyData with Task Scheduling [dask_glm](https://pypi.org/project/dask_glm) | 0.2.0 | Generalized Linear Models with Dask [dask_image](https://pypi.org/project/dask_image) | 2021.12.0 | Distributed image processing [dask_labextension](https://pypi.org/project/dask_labextension) | 5.3.0 | A Jupyter Notebook server extension manages Dask clusters. [dask_ml](https://pypi.org/project/dask_ml) | 2022.5.27 | A library for distributed and parallel machine learning [dask_searchcv](https://pypi.org/project/dask_searchcv) | 0.2.0 | Tools for doing hyperparameter search with Scikit-Learn and Dask [databases](https://pypi.org/project/databases) | 0.5.5 | Async database support for Python. [datasette](https://pypi.org/project/datasette) | 0.61.1 | A tool for exploring and publishing data [datasette_graphql](https://pypi.org/project/datasette_graphql) | 2.0.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases [datashader](https://pypi.org/project/datashader) | 0.14.1 | Data visualization toolchain based on aggregating into a grid [datashape](https://pypi.org/project/datashape) | 0.5.2 | A data description language. [dateparser](https://pypi.org/project/dateparser) | 1.1.0 | Date parsing library designed to parse dates from HTML pages [db.py](https://pypi.org/project/db.py) | 0.5.4b1 | a db package that doesn't suck [deap](https://pypi.org/project/deap) | 1.3.1 | Distributed Evolutionary Algorithms in Python [debugpy](https://pypi.org/project/debugpy) | 1.6.2 | An implementation of the Debug Adapter Protocol for Python [decorator](https://pypi.org/project/decorator) | 4.4.2 | Decorators for Humans [defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules [deprecated](https://pypi.org/project/deprecated) | 1.2.13 | Python @deprecated decorator to deprecate old python classes, functions or methods. [deprecation](https://pypi.org/project/deprecation) | 2.1.0 | A library to handle automated deprecations [diff_match_patch](https://pypi.org/project/diff_match_patch) | 20200713 | Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text. [dill](https://pypi.org/project/dill) | 0.3.5 | serialize all of python [distlib](https://pypi.org/project/distlib) | 0.3.4 | Distribution utilities [distributed](https://pypi.org/project/distributed) | 2022.8.0 | Distributed scheduler for Dask [django](https://pypi.org/project/django) | 4.0.5 | A high-level Python web framework that encourages rapid development and clean, pragmatic design. [docopt](https://pypi.org/project/docopt) | 0.6.2 | Pythonic argument parser, that will make you smile [docrepr](https://pypi.org/project/docrepr) | 0.1.1 | docrepr renders Python docstrings in HTML [docutils](https://pypi.org/project/docutils) | 0.17.1 | Docutils -- Python Documentation Utilities [ecos](https://pypi.org/project/ecos) | 2.0.10 | This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information. [emcee](https://pypi.org/project/emcee) | 3.1.2 | The Python ensemble sampling toolkit for MCMC [entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages. [et_xmlfile](https://pypi.org/project/et_xmlfile) | 1.1.0 | An implementation of lxml.xmlfile for the standard library [fast_histogram](https://pypi.org/project/fast_histogram) | 0.11 | Fast simple 1D and 2D histograms [fastai](https://pypi.org/project/fastai) | 2.7.7 | fastai makes deep learning with PyTorch faster, more accurate, and easier [fastapi](https://pypi.org/project/fastapi) | 0.79.0 | FastAPI framework, high performance, easy to learn, fast to code, ready for production [fastcore](https://pypi.org/project/fastcore) | 1.5.11 | Python supercharged for fastai development [fastdownload](https://pypi.org/project/fastdownload) | 0.0.7 | A general purpose data downloading library. [fasteners](https://pypi.org/project/fasteners) | 0.17.3 | A python package that provides useful locks. [fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.15.3 | Fastest Python implementation of JSON schema [fastparquet](https://pypi.org/project/fastparquet) | 0.8.1 | Python support for Parquet file format [fastprogress](https://pypi.org/project/fastprogress) | 1.0.3 | A nested progress with plotting options for fastai [feather_format](https://pypi.org/project/feather_format) | 0.4.1 | Simple wrapper library to the Apache Arrow-based Feather File Format [filelock](https://pypi.org/project/filelock) | 3.7.1 | A platform independent file lock. [filterpy](https://pypi.org/project/filterpy) | 1.4.5 | Kalman filtering and optimal estimation library [fiona](https://pypi.org/project/fiona) | 1.8.21 | Fiona reads and writes spatial data files [flake8](https://pypi.org/project/flake8) | 4.0.1 | the modular source code checker: pep8, pyflakes and co [flask](https://pypi.org/project/flask) | 2.1.3 | A simple framework for building complex web applications. [flask_accepts](https://pypi.org/project/flask_accepts) | 0.18.4 | Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow [flask_compress](https://pypi.org/project/flask_compress) | 1.12 | Compress responses in your Flask app with gzip. [flask_mail](https://pypi.org/project/flask_mail) | 0.9.1 | Flask extension for sending email [flask_restx](https://pypi.org/project/flask_restx) | 0.5.1 | Fully featured framework for fast, easy and documented API development with Flask [flask_session](https://pypi.org/project/flask_session) | 0.4.0 | Adds server-side session support to your Flask application [flask_sqlalchemy](https://pypi.org/project/flask_sqlalchemy) | 2.5.1 | Adds SQLAlchemy support to your Flask application. [flaskerize](https://pypi.org/project/flaskerize) | 0.14.0 | Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python. [flit](https://pypi.org/project/flit) | 3.7.1 | A simple packaging tool for simple packages. [flit_core](https://pypi.org/project/flit_core) | 3.7.1 | Distribution-building parts of Flit. See flit package for more information [folium](https://pypi.org/project/folium) | 0.12.1 | Make beautiful maps with Leaflet.js & Python [fonttools](https://pypi.org/project/fonttools) | 4.34.4 | Tools to manipulate font files [formlayout](https://pypi.org/project/formlayout) | 1.2.1a1 | The most easy way to create Qt form dialogs and widgets with Python [frozenlist](https://pypi.org/project/frozenlist) | 1.3.0 | A list-like structure which implements collections.abc.MutableSequence [fs](https://pypi.org/project/fs) | 2.4.15 | Python's filesystem abstraction layer [fsspec](https://pypi.org/project/fsspec) | 2022.7.1 | File-system specification [future](https://pypi.org/project/future) | 0.18.2 | Clean single-source support for Python 3 and 2 [fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python [gdal](https://pypi.org/project/gdal) | 3.4.3 | GDAL: Geospatial Data Abstraction Library [geographiclib](https://pypi.org/project/geographiclib) | 1.52 | The geodesic routines from GeographicLib [geopandas](https://pypi.org/project/geopandas) | 0.10.2 | Geographic pandas extensions [geopy](https://pypi.org/project/geopy) | 2.2.0 | Python Geocoding Toolbox [geoviews](https://pypi.org/project/geoviews) | 1.9.5 | GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research. [gitdb](https://pypi.org/project/gitdb) | 4.0.9 | Git Object Database [gitpython](https://pypi.org/project/gitpython) | 3.1.26 | Python Git Library [gmpy2](https://pypi.org/project/gmpy2) | 2.1.2 | GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x [gpytorch](https://pypi.org/project/gpytorch) | 1.5.1 | An implementation of Gaussian Processes in Pytorch [graphene](https://pypi.org/project/graphene) | 3.1 | GraphQL Framework for Python [graphql_core](https://pypi.org/project/graphql_core) | 3.2.1 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL. [graphql_relay](https://pypi.org/project/graphql_relay) | 3.2.0 | Relay library for graphql-core-next [great_expectations](https://pypi.org/project/great_expectations) | 0.14.11 | Always know what to expect from your data. [greenlet](https://pypi.org/project/greenlet) | 1.1.2 | Lightweight in-process concurrent programming [guidata](https://pypi.org/project/guidata) | 2.3.0 | Automatic graphical user interfaces generation for easy dataset editing and display [guiqwt](https://pypi.org/project/guiqwt) | 4.3.1 | guiqwt is a set of tools for curve and image plotting (extension to PythonQwt) [h11](https://pypi.org/project/h11) | 0.12.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1 [h2](https://pypi.org/project/h2) | 4.1.0 | HTTP/2 State-Machine based protocol implementation [h5py](https://pypi.org/project/h5py) | 3.7.0 | Read and write HDF5 files from Python [heapdict](https://pypi.org/project/heapdict) | 1.0.1 | a heap with decrease-key and increase-key operations [holoviews](https://pypi.org/project/holoviews) | 1.15.0 | Stop plotting your data - annotate your data and let it visualize itself. [hpack](https://pypi.org/project/hpack) | 4.0.0 | Pure-Python HPACK header compression [html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification [httpcore](https://pypi.org/project/httpcore) | 0.15.0 | A minimal low-level HTTP client. [httpie](https://pypi.org/project/httpie) | 3.2.1 | HTTPie - a CLI, cURL-like tool for humans. [httpx](https://pypi.org/project/httpx) | 0.23.0 | The next generation HTTP client. [hupper](https://pypi.org/project/hupper) | 1.10.3 | Integrated process monitor for developing and reloading daemons. [husl](https://pypi.org/project/husl) | 4.0.3 | Human-friendly HSL [hvplot](https://pypi.org/project/hvplot) | 0.8.0 | A high-level plotting API for the PyData ecosystem built on HoloViews. [hypercorn](https://pypi.org/project/hypercorn) | 0.13.2 | A ASGI Server based on Hyper libraries and inspired by Gunicorn. [hyperframe](https://pypi.org/project/hyperframe) | 6.0.1 | HTTP/2 framing layer for Python [hypothesis](https://pypi.org/project/hypothesis) | 6.46.9 | A library for property-based testing [idlex](https://pypi.org/project/idlex) | 1.22 | IDLE Extensions for Python [idna](https://pypi.org/project/idna) | 3.1 | Internationalized Domain Names in Applications (IDNA) [imageio](https://pypi.org/project/imageio) | 2.19.3 | Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. [imageio_ffmpeg](https://pypi.org/project/imageio_ffmpeg) | 0.4.2 | FFMPEG wrapper for Python [imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file [imbalanced_learn](https://pypi.org/project/imbalanced_learn) | 0.9.1 | Toolbox for imbalanced dataset in machine learning. [importlib_metadata](https://pypi.org/project/importlib_metadata) | 4.12.0 | Read metadata from Python packages [inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python [iniconfig](https://pypi.org/project/iniconfig) | 1.1.1 | iniconfig: brain-dead simple config-ini parsing [intake](https://pypi.org/project/intake) | 0.6.4 | Data load and catalog system [intel_openmp](https://pypi.org/project/intel_openmp) | 2022.1.0 | [intervaltree](https://pypi.org/project/intervaltree) | 3.0.2 | Editable interval tree data structure for Python 2 and 3 [ipycanvas](https://pypi.org/project/ipycanvas) | 0.12.0 | Interactive widgets library exposing the browser's Canvas API [ipykernel](https://pypi.org/project/ipykernel) | 6.15.1 | IPython Kernel for Jupyter [ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.17.0 | A Jupyter widget for dynamic Leaflet maps [ipympl](https://pypi.org/project/ipympl) | 0.9.1 | Matplotlib Jupyter Extension [ipython](https://pypi.org/project/ipython) | 7.32.0 | IPython: Productive Interactive Computing [ipython_genutils](https://pypi.org/project/ipython_genutils) | 0.2.0 | Vestigial utilities from IPython [ipython_sql](https://pypi.org/project/ipython_sql) | 0.4.1b1 | RDBMS access via IPython [ipywidgets](https://pypi.org/project/ipywidgets) | 7.7.1 | IPython HTML widgets for Jupyter [isort](https://pypi.org/project/isort) | 5.10.1 | A Python utility / library to sort Python imports. [itsdangerous](https://pypi.org/project/itsdangerous) | 2.1.2 | Various helpers to pass data to untrusted environments and back. [janus](https://pypi.org/project/janus) | 1.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads [jedi](https://pypi.org/project/jedi) | 0.18.1 | An autocompletion tool for Python that can be used for text editors. [jellyfish](https://pypi.org/project/jellyfish) | 0.9.0 | a library for doing approximate and phonetic matching of strings. [jinja2](https://pypi.org/project/jinja2) | 3.0.3 | A small but fast and easy to use stand-alone template engine written in pure python. [jinja2_time](https://pypi.org/project/jinja2_time) | 0.2.0 | Jinja2 Extension for Dates and Times [joblib](https://pypi.org/project/joblib) | 1.1.0 | Lightweight pipelining: using Python functions as pipeline jobs. [json5](https://pypi.org/project/json5) | 0.9.8 | A Python implementation of the JSON5 data format. [jsonpatch](https://pypi.org/project/jsonpatch) | 1.32 | Apply JSON-Patches (RFC 6902) [jsonpointer](https://pypi.org/project/jsonpointer) | 2.3 | Identify specific nodes in a JSON document (RFC 6901) [jsonschema](https://pypi.org/project/jsonschema) | 4.6.2 | An implementation of JSON Schema validation for Python [julia](https://pypi.org/project/julia) | 0.5.7 | Julia/Python bridge with IPython support. [jupyter](https://pypi.org/project/jupyter) | 1.0.0 | Jupyter metapackage. Install all the Jupyter components in one go. [jupyter_bokeh](https://pypi.org/project/jupyter_bokeh) | 3.0.4 | A Jupyter extension for rendering Bokeh content. [jupyter_client](https://pypi.org/project/jupyter_client) | 7.3.4 | Jupyter protocol implementation and client libraries [jupyter_console](https://pypi.org/project/jupyter_console) | 6.4.4 | Jupyter terminal console [jupyter_core](https://pypi.org/project/jupyter_core) | 4.11.1 | Jupyter core package. A base package on which Jupyter projects rely. [jupyter_lsp](https://pypi.org/project/jupyter_lsp) | 1.5.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server [jupyter_packaging](https://pypi.org/project/jupyter_packaging) | 0.12.2 | Jupyter Packaging Utilities [jupyter_server](https://pypi.org/project/jupyter_server) | 1.18.1 | The Jupyter Server [jupyter_server_mathjax](https://pypi.org/project/jupyter_server_mathjax) | 0.2.6 | MathJax resources as a Jupyter Server Extension. [jupyter_server_proxy](https://pypi.org/project/jupyter_server_proxy) | 3.2.1 | Jupyter server extension to supervise and proxy web services [jupyter_sphinx](https://pypi.org/project/jupyter_sphinx) | 0.4.0 | Jupyter Sphinx Extensions [jupyterlab](https://pypi.org/project/jupyterlab) | 3.4.4 | The JupyterLab notebook server extension. [jupyterlab_git](https://pypi.org/project/jupyterlab_git) | 0.34.2 | A server extension for JupyterLab's git extension [jupyterlab_launcher](https://pypi.org/project/jupyterlab_launcher) | 0.13.1 | Jupyter Launcher [jupyterlab_lsp](https://pypi.org/project/jupyterlab_lsp) | 3.10.1 | Language Server Protocol integration for JupyterLab [jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) | 0.2.2 | Pygments theme [jupyterlab_server](https://pypi.org/project/jupyterlab_server) | 2.14.0 | JupyterLab Server [jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) | 1.1.0 | JupyterLab extension providing HTML widgets [keyring](https://pypi.org/project/keyring) | 23.5.0 | Store and access your passwords safely. [kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.3 | A fast implementation of the Cassowary constraint solver [langcodes](https://pypi.org/project/langcodes) | 3.3.0 | Tools for labeling human languages with IETF language tags [lazy_object_proxy](https://pypi.org/project/lazy_object_proxy) | 1.7.1 | A fast and thorough lazy object proxy. [llvmlite](https://pypi.org/project/llvmlite) | 0.39.0 | lightweight wrapper around basic LLVM functionality [lmfit](https://pypi.org/project/lmfit) | 1.0.3 | Least-Squares Minimization with Bounds and Constraints [locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python for Linux and Windows [loky](https://pypi.org/project/loky) | 3.1.0 | A robust implementation of concurrent.futures.ProcessPoolExecutor [lxml](https://pypi.org/project/lxml) | 4.9.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [lz4](https://pypi.org/project/lz4) | 4.0.1 | LZ4 Bindings for Python [mako](https://pypi.org/project/mako) | 1.2.0 | A super-fast templating language that borrows the best ideas from the existing templating languages. [markdown](https://pypi.org/project/markdown) | 3.3.7 | Python implementation of Markdown. [markupsafe](https://pypi.org/project/markupsafe) | 2.1.1 | Safely add untrusted strings to HTML/XML markup. [marshmallow](https://pypi.org/project/marshmallow) | 3.12.1 | A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib](https://pypi.org/project/matplotlib) | 3.5.3 | Python plotting package [matplotlib_inline](https://pypi.org/project/matplotlib_inline) | 0.1.3 | Inline Matplotlib backend for Jupyter [maturin](https://pypi.org/project/maturin) | 0.13.0 | Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages [mccabe](https://pypi.org/project/mccabe) | 0.6.1 | McCabe checker, plugin for flake8 [mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities [mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍. [metakernel](https://pypi.org/project/metakernel) | 0.28.2 | Metakernel for Jupyter [missingno](https://pypi.org/project/missingno) | 0.5.1 | Missing data visualization module for Python. [mistune](https://pypi.org/project/mistune) | 0.8.4 | The fastest markdown parser in pure Python [mizani](https://pypi.org/project/mizani) | 0.7.4 | Scales for Python [mkl](https://pypi.org/project/mkl) | 2022.1.0 | [mkl_service](https://pypi.org/project/mkl_service) | 2.4.0 | Python bindings to some MKL service functions [mlxtend](https://pypi.org/project/mlxtend) | 0.18.0 | Machine Learning Library Extensions [moviepy](https://pypi.org/project/moviepy) | 1.0.3 | Video editing with Python [mpl_scatter_density](https://pypi.org/project/mpl_scatter_density) | 0.7 | Matplotlib helpers to make density scatter plots [mpld3](https://pypi.org/project/mpld3) | 0.5.8 | D3 Viewer for Matplotlib [mpldatacursor](https://pypi.org/project/mpldatacursor) | 0.7.1 | Interactive data cursors for Matplotlib [mpmath](https://pypi.org/project/mpmath) | 1.2.1 | Python library for arbitrary-precision floating-point arithmetic [msgpack](https://pypi.org/project/msgpack) | 1.0.4 | MessagePack (de)serializer. [msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.29.30133 | Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories [multidict](https://pypi.org/project/multidict) | 6.0.2 | multidict implementation [multipledispatch](https://pypi.org/project/multipledispatch) | 0.6.0 | Multiple dispatch [munch](https://pypi.org/project/munch) | 2.5.0 | A dot-accessible dictionary (a la JavaScript objects) [murmurhash](https://pypi.org/project/murmurhash) | 1.0.7 | Cython bindings for MurmurHash [mypy](https://pypi.org/project/mypy) | 0.971 | Optional static typing for Python [mypy_extensions](https://pypi.org/project/mypy_extensions) | 0.4.3 | Experimental type system extensions for programs checked with the mypy typechecker. [mysql_connector_python](https://pypi.org/project/mysql_connector_python) | 8.0.21 | MySQL driver written in Python [nbclassic](https://pypi.org/project/nbclassic) | 0.4.3 | Jupyter Notebook as a Jupyter Server Extension. [nbclient](https://pypi.org/project/nbclient) | 0.6.6 | A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor. [nbconvert](https://pypi.org/project/nbconvert) | 6.5.0 | Converting Jupyter Notebooks [nbconvert_reportlab](https://pypi.org/project/nbconvert_reportlab) | 0.2 | Convert notebooks to PDF using Reportlab [nbdime](https://pypi.org/project/nbdime) | 3.1.1 | Diff and merge of Jupyter Notebooks [nbformat](https://pypi.org/project/nbformat) | 5.4.0 | The Jupyter Notebook format [nbval](https://pypi.org/project/nbval) | 0.9.6 | A py.test plugin to validate Jupyter notebooks [nest_asyncio](https://pypi.org/project/nest_asyncio) | 1.5.5 | Patch asyncio to allow nested event loops [netcdf4](https://pypi.org/project/netcdf4) | 1.6.0 | Provides an object-oriented python interface to the netCDF version 4 library. [networkx](https://pypi.org/project/networkx) | 2.8.5 | Python package for creating and manipulating graphs and networks [nlopt](https://pypi.org/project/nlopt) | 2.7.1 | Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization [nltk](https://pypi.org/project/nltk) | 3.7 | Natural Language Toolkit [notebook](https://pypi.org/project/notebook) | 6.4.12 | A web-based notebook environment for interactive computing [notebook_shim](https://pypi.org/project/notebook_shim) | 0.1.0 | A shim layer for notebook traits and config [ntlm_auth](https://pypi.org/project/ntlm_auth) | 1.5.0 | Creates NTLM authentication structures [numba](https://pypi.org/project/numba) | 0.56.0 | compiling Python code using LLVM [numcodecs](https://pypi.org/project/numcodecs) | 0.10.0 | A Python package providing buffer compression and transformation codecs for use in data storage and communication applications. [numdifftools](https://pypi.org/project/numdifftools) | 0.9.40 | Solves automatic numerical differentiation problems in one or more variables. [numexpr](https://pypi.org/project/numexpr) | 2.8.3 | Fast numerical expression evaluator for NumPy [numpy](https://pypi.org/project/numpy) | 1.22.4 | NumPy is the fundamental package for array computing with Python. [numpydoc](https://pypi.org/project/numpydoc) | 1.3 | Sphinx extension to support docstrings in Numpy format [oct2py](https://pypi.org/project/oct2py) | 5.4.3 | Python to GNU Octave bridge --> run m-files from python. [octave_kernel](https://pypi.org/project/octave_kernel) | 0.34.1 | A Jupyter kernel for Octave. [openpyxl](https://pypi.org/project/openpyxl) | 3.0.10 | A Python library to read/write Excel 2010 xlsx/xlsm files [orjson](https://pypi.org/project/orjson) | 3.7.3 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy [osqp](https://pypi.org/project/osqp) | 0.6.2.post4 | OSQP: The Operator Splitting QP Solver [outcome](https://pypi.org/project/outcome) | 1.1.0 | Capture the outcome of Python function calls. [packaging](https://pypi.org/project/packaging) | 21.3 | Core utilities for Python packages [palettable](https://pypi.org/project/palettable) | 3.3.0 | Color palettes for Python [pandas](https://pypi.org/project/pandas) | 1.4.3 | Powerful data structures for data analysis, time series, and statistics [pandas_datareader](https://pypi.org/project/pandas_datareader) | 0.10.0 | Data readers extracted from the pandas codebase,should be compatible with recent pandas versions [pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.0 | Utilities for writing pandoc filters in python [panel](https://pypi.org/project/panel) | 0.13.1 | A high level app and dashboarding solution for Python. [papermill](https://pypi.org/project/papermill) | 2.3.4 | Parametrize and run Jupyter and nteract Notebooks [param](https://pypi.org/project/param) | 1.12.2 | Declarative Python programming using Parameters. [parambokeh](https://pypi.org/project/parambokeh) | 0.2.3 | ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server. [paramiko](https://pypi.org/project/paramiko) | 2.8.0 | SSH2 protocol library [paramnb](https://pypi.org/project/paramnb) | 2.0.4 | Generate ipywidgets from Parameterized objects in the notebook [parso](https://pypi.org/project/parso) | 0.8.3 | A Python Parser [partd](https://pypi.org/project/partd) | 1.2.0 | Appendable key-value storage [pathspec](https://pypi.org/project/pathspec) | 0.9.0 | Utility library for gitignore style pattern matching of file paths. [pathy](https://pypi.org/project/pathy) | 0.6.2 | pathlib.Path subclasses for local and cloud bucket storage [patsy](https://pypi.org/project/patsy) | 0.5.2+dev | A Python package for describing statistical models and for building design matrices. [pdfrw](https://pypi.org/project/pdfrw) | 0.4.post2 | PDF file reader/writer library [pdvega](https://pypi.org/project/pdvega) | 0.2.1.dev0 | Pandas plotting interface to Vega and Vega-Lite [pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker [pexpect](https://pypi.org/project/pexpect) | 4.8.0 | Pexpect allows easy control of interactive console applications. [pg8000](https://pypi.org/project/pg8000) | 1.23.0 | PostgreSQL interface library [pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support [pillow](https://pypi.org/project/pillow) | 9.2.0 | Python Imaging Library (Fork) [pims](https://pypi.org/project/pims) | 0.6.1 | Python Image Sequence [pint](https://pypi.org/project/pint) | 0.19.2 | Physical quantities module [pip](https://pypi.org/project/pip) | 22.2.2 | The PyPA recommended tool for installing Python packages. [pkginfo](https://pypi.org/project/pkginfo) | 1.8.3 | Query metadatdata from sdists / bdists / installed packages. [platformdirs](https://pypi.org/project/platformdirs) | 2.5.2 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [plotly](https://pypi.org/project/plotly) | 5.9.0 | An open-source, interactive graphing library for Python [plotnine](https://pypi.org/project/plotnine) | 0.9.0 | A grammar of graphics for python [pluggy](https://pypi.org/project/pluggy) | 1.0.0 | plugin and hook calling mechanisms for python [ply](https://pypi.org/project/ply) | 3.11 | Python Lex & Yacc [pmdarima](https://pypi.org/project/pmdarima) | 1.8.6.dev0 | Python's forecast::auto.arima equivalent [polars](https://pypi.org/project/polars) | 0.14.0 | Blazingly fast DataFrame library [portpicker](https://pypi.org/project/portpicker) | 1.5.0 | A library to choose unique available network ports. [ppci](https://pypi.org/project/ppci) | 0.5.8 | A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python [preshed](https://pypi.org/project/preshed) | 3.0.6 | Cython hash table that trusts the keys are pre-hashed [prettytable](https://pypi.org/project/prettytable) | 3.3.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format. [priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree [proglog](https://pypi.org/project/proglog) | 0.1.10 | Log and progress bar manager for console, notebooks, web... [prometheus_client](https://pypi.org/project/prometheus_client) | 0.14.1 | Python client for the Prometheus monitoring system. [prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.29 | Library for building powerful interactive command lines in Python [protobuf](https://pypi.org/project/protobuf) | 4.0.0rc1 | Protocol Buffers [psutil](https://pypi.org/project/psutil) | 5.9.0 | Cross-platform lib for process and system monitoring in Python. [ptpython](https://pypi.org/project/ptpython) | 3.0.20 | Python REPL build on top of prompt_toolkit [ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal [pulp](https://pypi.org/project/pulp) | 2.3 | PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems. [py](https://pypi.org/project/py) | 1.11.0 | library with cross-python path, ini-parsing, io, code, log facilities [py_lru_cache](https://pypi.org/project/py_lru_cache) | 0.1.4 | LRU cache for python. Provides a dictionary-like object as well as a method decorator. [pyaml](https://pypi.org/project/pyaml) | 20.4.0 | PyYAML-based module to produce pretty and readable YAML-serialized data [pyarrow](https://pypi.org/project/pyarrow) | 9.0.0 | Python library for Apache Arrow [pyaudio](https://pypi.org/project/pyaudio) | 0.2.11 | Bindings for PortAudio v19, the cross-platform audio input/output stream library. [pybars3](https://pypi.org/project/pybars3) | 0.9.7 | Handlebars.js templating for Python 3 and 2 [pybind11](https://pypi.org/project/pybind11) | 2.9.2 | Seamless operability between C++11 and Python [pycodestyle](https://pypi.org/project/pycodestyle) | 2.8.0 | Python style guide checker [pycosat](https://pypi.org/project/pycosat) | 0.6.3 | bindings to picosat (a SAT solver) [pycparser](https://pypi.org/project/pycparser) | 2.21 | C parser in Python [pyct](https://pypi.org/project/pyct) | 0.4.8 | python package common tasks for users (e.g. copy examples, fetch data, ...) [pydantic](https://pypi.org/project/pydantic) | 1.9.1 | Data validation and settings management using python 3.6 type hinting [pydeck](https://pypi.org/project/pydeck) | 0.7.1 | Widget for deck.gl maps [pydocstyle](https://pypi.org/project/pydocstyle) | 6.1.1 | Python docstring style checker [pyepsg](https://pypi.org/project/pyepsg) | 0.4.0 | Easy access to the EPSG database via http epsg.io/ [pyerfa](https://pypi.org/project/pyerfa) | 2.0.0.1 | Python bindings for ERFA [pyflakes](https://pypi.org/project/pyflakes) | 2.4.0 | passive checker of Python programs [pyflux](https://pypi.org/project/pyflux) | 0.4.17 | PyFlux: A time-series analysis library for Python [pygad](https://pypi.org/project/pygad) | 2.17.0 | PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch). [pygame](https://pypi.org/project/pygame) | 2.1.2 | Python Game Development [pygbm](https://pypi.org/project/pygbm) | 0.1.0 | Experimental, numba-based Gradient Boosting Machines [pygments](https://pypi.org/project/pygments) | 2.12.0 | Pygments is a syntax highlighting package written in Python. [pyhdf](https://pypi.org/project/pyhdf) | 0.10.5 | pyhdf: Python interface to the NCSA HDF4 library. [pylint](https://pypi.org/project/pylint) | 2.14.0 | python code static checker [pyls_spyder](https://pypi.org/project/pyls_spyder) | 0.4.0 | Spyder extensions for the python-language-server [pymc](https://pypi.org/project/pymc) | 2.3.8 | Markov Chain Monte Carlo sampling toolkit. [pymeta3](https://pypi.org/project/pymeta3) | 0.5.1 | Pattern-matching language based on OMeta for Python 3 and 2 [pymongo](https://pypi.org/project/pymongo) | 4.1.1 | Python driver for MongoDB [pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects. [pynacl](https://pypi.org/project/pynacl) | 1.5.0 | Python binding to the Networking and Cryptography (NaCl) library [pynndescent](https://pypi.org/project/pynndescent) | 0.5.7 | Nearest Neighbor Descent [pyodbc](https://pypi.org/project/pyodbc) | 4.0.32 | DB API Module for ODBC [pyopengl](https://pypi.org/project/pyopengl) | 3.1.6 | Standard OpenGL bindings for Python [pypandoc](https://pypi.org/project/pypandoc) | 1.5 | Thin wrapper for pandoc. [pyparsing](https://pypi.org/project/pyparsing) | 2.4.7 | Python parsing module [pyproj](https://pypi.org/project/pyproj) | 3.3.1 | Python interface to PROJ (cartographic projections and coordinate transformations library) [pyqt5](https://pypi.org/project/pyqt5) | 5.15.6 | Python bindings for the Qt cross platform application toolkit [pyqt5_qt5](https://pypi.org/project/pyqt5_qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5. [pyqt5_sip](https://pypi.org/project/pyqt5_sip) | 12.9.1 | The sip module support for PyQt5 [pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.12.4 | Scientific Graphics and GUI Library for Python [pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.5 | Python bindings for the Qt WebEngine framework [pyqtwebengine_qt5](https://pypi.org/project/pyqtwebengine_qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine. [pyrsistent](https://pypi.org/project/pyrsistent) | 0.18.1 | Persistent/Functional/Immutable data structures [pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension [pyshp](https://pypi.org/project/pyshp) | 2.3.0 | Pure Python read/write support for ESRI Shapefile format [pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https github.com/Anorov/PySocks for more information. [pystache](https://pypi.org/project/pystache) | 0.5.4 | Mustache for Python [pytest](https://pypi.org/project/pytest) | 7.1.1 | pytest: simple powerful testing with Python [python_baseconv](https://pypi.org/project/python_baseconv) | 1.2.2 | Convert numbers from base 10 integers to base X strings and back again. [python_dateutil](https://pypi.org/project/python_dateutil) | 2.8.2 | Extensions to the standard Python datetime module [python_dotenv](https://pypi.org/project/python_dotenv) | 0.19.2 | Add .env support to your django/flask apps in development and deployments [python_hdf4](https://pypi.org/project/python_hdf4) | 0.10.0+dummy | Python-HDF4: Python interface to the NCSA HDF4 library. [python_levenshtein](https://pypi.org/project/python_levenshtein) | 0.12.2 | Python extension for computing string edit distances and similarities. [python_lsp_black](https://pypi.org/project/python_lsp_black) | 1.2.1 | Black plugin for the Python LSP Server [python_lsp_jsonrpc](https://pypi.org/project/python_lsp_jsonrpc) | 1.0.0 | JSON RPC 2.0 server library [python_lsp_server](https://pypi.org/project/python_lsp_server) | 1.5.0 | Python Language Server for the Language Server Protocol [python_multipart](https://pypi.org/project/python_multipart) | 0.0.5 | A streaming multipart parser for Python [python_picard](https://pypi.org/project/python_picard) | 0.7 | Preconditoned ICA for Real Data [python_slugify](https://pypi.org/project/python_slugify) | 6.1.2 | A Python Slugify application that handles Unicode [python_snappy](https://pypi.org/project/python_snappy) | 0.6.1 | Python library for the snappy compression library from Google [pythonnet](https://pypi.org/project/pythonnet) | 3.0.0rc1 | .Net and Mono integration for Python [pythonqwt](https://pypi.org/project/pythonqwt) | 0.10.2 | Qt plotting widgets for Python [pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.2.1 | Python tool configuration [pytz](https://pypi.org/project/pytz) | 2022.1 | World timezone definitions, modern and historical [pytz_deprecation_shim](https://pypi.org/project/pytz_deprecation_shim) | 0.1.0.post0 | Shims to make deprecation of pytz easier [pyviz_comms](https://pypi.org/project/pyviz_comms) | 2.2.0 | Bidirectional communication for the PyViz ecosystem. [pywavelets](https://pypi.org/project/pywavelets) | 1.3.0 | PyWavelets, wavelet transform module [pywin32](https://pypi.org/project/pywin32) | 304.0 | Python for Window Extensions [pywin32_ctypes](https://pypi.org/project/pywin32_ctypes) | 0.2.0 | A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi) [pywinpty](https://pypi.org/project/pywinpty) | 2.0.6 | Python bindings for the winpty library [pywinusb](https://pypi.org/project/pywinusb) | 0.4.2 | A package that simplifies USB/HID communications on windows [pyyaml](https://pypi.org/project/pyyaml) | 6.0 | YAML parser and emitter for Python [pyzmq](https://pypi.org/project/pyzmq) | 23.2.0 | Python bindings for 0MQ [pyzo](https://pypi.org/project/pyzo) | 4.12.4.dev0 | the Python IDE for scientific computing [pyzstd](https://pypi.org/project/pyzstd) | 0.15.2 | Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module. [qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.0.3 | The most complete dark stylesheet for Python and Qt applications [qdldl](https://pypi.org/project/qdldl) | 0.1.5.post2 | QDLDL, a free LDL factorization routine. [qpsolvers](https://pypi.org/project/qpsolvers) | 1.8.0 | Quadratic programming solvers in Python with a unified API [qstylizer](https://pypi.org/project/qstylizer) | 0.2.1 | Stylesheet Generator for PyQt{4-5}/PySide{1-2} [qtawesome](https://pypi.org/project/qtawesome) | 1.1.1 | FontAwesome icons in PyQt and PySide applications [qtconsole](https://pypi.org/project/qtconsole) | 5.3.1 | Jupyter Qt console [qtpy](https://pypi.org/project/qtpy) | 2.2.0.dev0 | Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets. [quadprog](https://pypi.org/project/quadprog) | 0.1.8 | Quadratic Programming Solver [quantecon](https://pypi.org/project/quantecon) | 0.5.3 | QuantEcon is a package to support all forms of quantitative economic modelling. [quart](https://pypi.org/project/quart) | 0.17.0 | A Python ASGI web microframework with the same API as Flask [rasterio](https://pypi.org/project/rasterio) | 1.2.10 | Fast and direct raster I/O for use with Numpy and SciPy [readme_renderer](https://pypi.org/project/readme_renderer) | 35.0 | readme_renderer is a library for rendering "readme" descriptions for Warehouse [redis](https://pypi.org/project/redis) | 4.3.1 | Python client for Redis key-value store [regex](https://pypi.org/project/regex) | 2022.6.2 | Alternative regular expression module, to replace re. [reportlab](https://pypi.org/project/reportlab) | 3.6.10 | The Reportlab Toolkit [requests](https://pypi.org/project/requests) | 2.28.1 | Python HTTP for Humans. [requests_ntlm](https://pypi.org/project/requests_ntlm) | 1.1.0 | This package allows for HTTP NTLM authentication using the requests library. [requests_toolbelt](https://pypi.org/project/requests_toolbelt) | 0.9.1 | A utility belt for advanced users of python-requests [rfc3986](https://pypi.org/project/rfc3986) | 1.5.0 | Validating URI References per RFC 3986 [rich](https://pypi.org/project/rich) | 12.4.4 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal [rise](https://pypi.org/project/rise) | 5.7.1 | Reveal.js - Jupyter/IPython Slideshow Extension [rope](https://pypi.org/project/rope) | 1.2.0 | a python refactoring library... [rtree](https://pypi.org/project/rtree) | 1.0.0 | R-Tree spatial index for Python GIS [ruamel.yaml](https://pypi.org/project/ruamel.yaml) | 0.17.17 | a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order [rx](https://pypi.org/project/rx) | 3.1.1 | Reactive Extensions (Rx) for Python [scikit_fuzzy](https://pypi.org/project/scikit_fuzzy) | 0.4.1 | Fuzzy logic toolkit for SciPy [scikit_image](https://pypi.org/project/scikit_image) | 0.19.3 | Image processing routines for SciPy [scikit_learn](https://pypi.org/project/scikit_learn) | 1.1.2 | A set of python modules for machine learning and data mining [scikit_optimize](https://pypi.org/project/scikit_optimize) | 0.9.0 | Sequential model-based optimization toolbox. [scilab2py](https://pypi.org/project/scilab2py) | 0.6.2 | Python to Scilab bridge [scipy](https://pypi.org/project/scipy) | 1.9.0 | SciPy: Scientific Library for Python [scramp](https://pypi.org/project/scramp) | 1.4.1 | An implementation of the SCRAM protocol. [scs](https://pypi.org/project/scs) | 3.2.0 | scs: splitting conic solver [seaborn](https://pypi.org/project/seaborn) | 0.11.2 | seaborn: statistical data visualization [send2trash](https://pypi.org/project/send2trash) | 1.8.0 | Send file to trash natively under Mac OS X, Windows and Linux. [setuptools](https://pypi.org/project/setuptools) | 64.0.3 | Easily download, build, install, upgrade, and uninstall Python packages [shap](https://pypi.org/project/shap) | 0.40.0 | A unified approach to explain the output of any machine learning model. [shapely](https://pypi.org/project/shapely) | 1.8.2 | Geometric objects, predicates, and operations [simpervisor](https://pypi.org/project/simpervisor) | 0.4 | Simple async process supervisor [simplegeneric](https://pypi.org/project/simplegeneric) | 0.8.1 | Simple generic functions (similar to Python's own len(), pickle.dump(), etc.) [simplejson](https://pypi.org/project/simplejson) | 3.17.6 | Simple, fast, extensible JSON encoder/decoder for Python [simpy](https://pypi.org/project/simpy) | 4.0.1 | Event discrete, process based simulation for Python. [six](https://pypi.org/project/six) | 1.16.0 | Python 2 and 3 compatibility utilities [sklearn_contrib_lightning](https://pypi.org/project/sklearn_contrib_lightning) | 0.6.2.post0 | Large-scale sparse linear classification, regression and ranking in Python [slicer](https://pypi.org/project/slicer) | 0.0.7 | A small package for big slicing. [slicerator](https://pypi.org/project/slicerator) | 1.1.0 | A lazy-loading, fancy-sliceable iterable. [smart_open](https://pypi.org/project/smart_open) | 5.2.1 | Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...) [smmap](https://pypi.org/project/smmap) | 5.0.0 | A pure Python implementation of a sliding window memory map manager [snakeviz](https://pypi.org/project/snakeviz) | 2.1.0 | A web-based viewer for Python profiler output [sniffio](https://pypi.org/project/sniffio) | 1.2.0 | Sniff out which async library your code is running under [snowballstemmer](https://pypi.org/project/snowballstemmer) | 2.2.0 | This package provides 26 stemmers for 25 languages generated from Snowball algorithms. [snuggs](https://pypi.org/project/snuggs) | 1.4.7 | Snuggs are s-expressions for Numpy [sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set [sounddevice](https://pypi.org/project/sounddevice) | 0.4.4 | Play and Record Sound with Python [soupsieve](https://pypi.org/project/soupsieve) | 2.3.2.post1 | A modern CSS selector implementation for Beautiful Soup. [spacy](https://pypi.org/project/spacy) | 3.4.1 | Industrial-strength Natural Language Processing (NLP) in Python [spacy_legacy](https://pypi.org/project/spacy_legacy) | 3.0.9 | Legacy registered functions for spaCy backwards compatibility [spacy_loggers](https://pypi.org/project/spacy_loggers) | 1.0.3 | Logging utilities for SpaCy [sphinx](https://pypi.org/project/sphinx) | 5.0.2 | Tool for generating documentation which uses reStructuredText as its markup language [sphinx_rtd_theme](https://pypi.org/project/sphinx_rtd_theme) | 1.0.0 | Read the Docs theme for Sphinx [sphinxcontrib_applehelp](https://pypi.org/project/sphinxcontrib_applehelp) | 1.0.2 | sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books [sphinxcontrib_devhelp](https://pypi.org/project/sphinxcontrib_devhelp) | 1.0.2 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document. [sphinxcontrib_htmlhelp](https://pypi.org/project/sphinxcontrib_htmlhelp) | 2.0.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files [sphinxcontrib_jsmath](https://pypi.org/project/sphinxcontrib_jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript [sphinxcontrib_qthelp](https://pypi.org/project/sphinxcontrib_qthelp) | 1.0.3 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document. [sphinxcontrib_serializinghtml](https://pypi.org/project/sphinxcontrib_serializinghtml) | 1.1.5 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle). [spyder](https://pypi.org/project/spyder) | 5.4.0.dev0 | The Scientific Python Development Environment [spyder_kernels](https://pypi.org/project/spyder_kernels) | 2.3.2 | Jupyter kernels for Spyder's console [sqlalchemy](https://pypi.org/project/sqlalchemy) | 1.4.39 | Database Abstraction Library [sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.12.2 | a graphic SQLite Client in 1 Python file [sqlite_fts4](https://pypi.org/project/sqlite_fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search [sqlite_utils](https://pypi.org/project/sqlite_utils) | 3.26 | CLI tool and Python utility functions for manipulating SQLite databases [sqlparse](https://pypi.org/project/sqlparse) | 0.4.2 | Non-validating SQL parser [srsly](https://pypi.org/project/srsly) | 2.4.4 | Modern high-performance serialization utilities for Python [sspyrs](https://pypi.org/project/sspyrs) | 0.2 | Lightweight interface for SSRS reports to python [starlette](https://pypi.org/project/starlette) | 0.19.1 | The little ASGI library that shines. [statsmodels](https://pypi.org/project/statsmodels) | 0.13.2 | Statistical computations and models for Python [streamlit](https://pypi.org/project/streamlit) | 1.4.0 | The fastest way to build data apps in Python [streamz](https://pypi.org/project/streamz) | 0.6.3 | Streams [supersmoother](https://pypi.org/project/supersmoother) | 0.4 | Python implementation of Friedman's Supersmoother [swifter](https://pypi.org/project/swifter) | 1.0.9 | A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner [sympy](https://pypi.org/project/sympy) | 1.10.1 | Computer algebra system (CAS) in Python [tables](https://pypi.org/project/tables) | 3.7.0 | Hierarchical datasets for Python [tabulate](https://pypi.org/project/tabulate) | 0.8.9 | Pretty-print tabular data [tbats](https://pypi.org/project/tbats) | 1.1.0 | BATS and TBATS for time series forecasting [tbb](https://pypi.org/project/tbb) | 2021.6.0 | Intel(R) Threading Building Blocks [tblib](https://pypi.org/project/tblib) | 1.7.0 | Traceback serialization library. [tenacity](https://pypi.org/project/tenacity) | 8.0.1 | Retry code until it succeeds [termcolor](https://pypi.org/project/termcolor) | 1.1.0 | ANSII Color formatting for output in terminal. [terminado](https://pypi.org/project/terminado) | 0.15.0 | Terminals served to xterm.js using Tornado websockets [text_unidecode](https://pypi.org/project/text_unidecode) | 1.3 | The most basic Text::Unidecode port [textdistance](https://pypi.org/project/textdistance) | 4.2.2 | Compute distance between the two texts. [textwrap3](https://pypi.org/project/textwrap3) | 0.9.2 | textwrap from Python 3.6 backport (plus a few tweaks) [thinc](https://pypi.org/project/thinc) | 8.1.0 | Practical Machine Learning for NLP [threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.1.0 | threadpoolctl [three_merge](https://pypi.org/project/three_merge) | 0.1.1 | Simple library for merging two strings with respect to a base one [tifffile](https://pypi.org/project/tifffile) | 2022.5.4 | Read and write TIFF(r) files [tinycss2](https://pypi.org/project/tinycss2) | 1.1.1 | tinycss2 [toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language [tomli](https://pypi.org/project/tomli) | 2.0.1 | A lil' TOML parser [tomli_w](https://pypi.org/project/tomli_w) | 1.0.0 | A lil' TOML writer [tomlkit](https://pypi.org/project/tomlkit) | 0.11.1 | Style preserving TOML library [toolz](https://pypi.org/project/toolz) | 0.11.2 | List processing tools and functional utilities [torch](https://pypi.org/project/torch) | 1.12.1 | Tensors and Dynamic neural networks in Python with strong GPU acceleration [torchaudio](https://pypi.org/project/torchaudio) | 0.12.1 | An audio package for PyTorch [torchvision](https://pypi.org/project/torchvision) | 0.13.1 | image and video datasets and models for torch deep learning [tornado](https://pypi.org/project/tornado) | 6.1 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. [tqdm](https://pypi.org/project/tqdm) | 4.64.0 | Fast, Extensible Progress Meter [traitlets](https://pypi.org/project/traitlets) | 5.3.0 | Traitlets Python config system [traittypes](https://pypi.org/project/traittypes) | 0.2.1 | Scipy trait types [trio](https://pypi.org/project/trio) | 0.21.0 | A friendly Python library for async concurrency and I/O [trio_asyncio](https://pypi.org/project/trio_asyncio) | 0.12.0 | A re-implementation of the asyncio mainloop on top of Trio [twine](https://pypi.org/project/twine) | 4.0.1 | Collection of utilities for publishing packages on PyPI [twitter](https://pypi.org/project/twitter) | 1.19.2 | An API and command-line toolset for Twitter (twitter.com) [typer](https://pypi.org/project/typer) | 0.4.2 | Typer, build great CLIs. Easy to code. Based on Python type hints. [typing_extensions](https://pypi.org/project/typing_extensions) | 4.3.0 | Backported and Experimental Type Hints for Python 3.5+ [tzdata](https://pypi.org/project/tzdata) | 2022.1 | Provider of IANA time zone data [tzlocal](https://pypi.org/project/tzlocal) | 4.2 | tzinfo object for the local timezone [ujson](https://pypi.org/project/ujson) | 5.3.0 | Ultra fast JSON encoder and decoder for Python [umap_learn](https://pypi.org/project/umap_learn) | 0.5.1 | Uniform Manifold Approximation and Projection [uncertainties](https://pypi.org/project/uncertainties) | 3.1.6 | Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives [urllib3](https://pypi.org/project/urllib3) | 1.26.10 | HTTP library with thread-safe connection pooling, file post, and more. [uvicorn](https://pypi.org/project/uvicorn) | 0.18.2 | The lightning-fast ASGI server. [validators](https://pypi.org/project/validators) | 0.18.2 | Python Data Validation for Humans™. [vega](https://pypi.org/project/vega) | 3.6.0 | A Jupyter widget for Vega 5 and Vega-Lite 4 [vega_datasets](https://pypi.org/project/vega_datasets) | 0.9.0 | A Python package for offline access to Vega datasets [virtualenv](https://pypi.org/project/virtualenv) | 20.14.1 | Virtual Python Environment builder [vitables](https://pypi.org/project/vitables) | 3.0.2 | A viewer for PyTables package [wasabi](https://pypi.org/project/wasabi) | 0.10.1 | A lightweight console printing and formatting toolkit [wasmer](https://pypi.org/project/wasmer) | 1.1.0 | Python extension to run WebAssembly binaries [wasmer_compiler_cranelift](https://pypi.org/project/wasmer_compiler_cranelift) | 1.1.0 | The Cranelift compiler for the `wasmer` package (to compile WebAssembly module) [wasmer_compiler_singlepass](https://pypi.org/project/wasmer_compiler_singlepass) | 1.1.0 | Python extension to run WebAssembly binaries [watchdog](https://pypi.org/project/watchdog) | 2.1.8 | Filesystem events monitoring [wcwidth](https://pypi.org/project/wcwidth) | 0.2.5 | Measures number of Terminal column cells of wide-character codes [webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content [websocket_client](https://pypi.org/project/websocket_client) | 1.3.3 | WebSocket client for Python. hybi13 is supported. [werkzeug](https://pypi.org/project/werkzeug) | 2.1.2 | The comprehensive WSGI web application library. [whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.2 | [wheel](https://pypi.org/project/wheel) | 0.37.1 | A built-package format for Python [widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 3.6.1 | IPython HTML widgets for Jupyter [winpython](http://winpython.github.io/) | 5.0.20220813 | WinPython distribution tools, including WPPM [wordcloud](https://pypi.org/project/wordcloud) | 1.8.1 | A little word cloud generator [wrapt](https://pypi.org/project/wrapt) | 1.14.1 | Module for decorators, wrappers and monkey patching. [wsproto](https://pypi.org/project/wsproto) | 1.1.0 | WebSockets state-machine based protocol implementation [xarray](https://pypi.org/project/xarray) | 2022.6.0 | N-D labeled arrays and datasets in Python [xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.0.3 | A Python module for creating Excel XLSX files. [xlwings](https://pypi.org/project/xlwings) | 0.24.7 | Make Excel fly: Interact with Excel from Python and vice versa. [xmltodict](https://pypi.org/project/xmltodict) | 0.13.0 | Makes working with XML feel like you are working with JSON [xyzservices](https://pypi.org/project/xyzservices) | 2022.6.0 | Source of XYZ tiles providers [yapf](https://pypi.org/project/yapf) | 0.32.0 | A formatter for Python code. [yarl](https://pypi.org/project/yarl) | 1.7.2 | Yet another URL library [zarr](https://pypi.org/project/zarr) | 2.11.3 | An implementation of chunked, compressed, N-dimensional arrays for Python. [zict](https://pypi.org/project/zict) | 2.2.0 | Mutable mapping tools [zipp](https://pypi.org/project/zipp) | 3.8.0 | Backport of pathlib-compatible object wrapper for zip files [zstandard](https://pypi.org/project/zstandard) | 0.17.0 | Zstandard bindings for Python

@stonebig , When you say MKL is added, do you mean you add the wheel for MKL but also a version of NumPy and SciPy which are compiled with MKL, right?

Could you share the links to those wheels?

@stonebig , When you say MKL is added, do you mean you add the wheel for MKL but also a version of NumPy and SciPy which are compiled with MKL, right?

Could you share the links to those wheels?

No, the hope is that the standard wheel of numpy see and choose the mkl. The mkl itself is a shared dll

@stonebig , I think it won't. I think one must build NumPy / SciPy in a way that utilize MKL. Do you have any hint to think differently?

@stonebig , When you say MKL is added, do you mean you add the wheel for MKL but also a version of NumPy and SciPy which are compiled with MKL, right?

Could you share the links to those wheels?

so the possible link is this one, https://pypi.org/project/intel-numpy/#files and https://pypi.org/project/intel-scipy/1.7.3/#files ... but it stops at python-3.9 ... you trade python-3.10 freshness and speed-up to get mkl.... wired

If the mkl is unusable in current python without cgohlke , mkl will go away to make room for alternatives.

winpython 2022-03b1 python 3.10

winpython 2022-03b1 python 3.11 (so we notice cgohlke was recompiling intel_numpy)

This is Intel NumPy, They recompile it with MKL. It seems your path is just add the MKL DLL's not a recompiled NumPy?

What I'm saying is that I'm not sure just adding the DLL is enough without recompilation. What do you think?

This is Intel NumPy, They recompile it with MKL. It seems your path is just add the MKL DLL's not a recompiled NumPy?

What I'm saying is that I'm not sure just adding the DLL is enough without recompilation. What do you think?

interesting thread here https://github.com/scipy/scipy/issues/11812

and so mkl/numpy/scipy shall come from the same nest.... like cgohlke's lost one.

Yea, This is similar to LibTrampoline project at Julia. The question if this was implemented. It doesn't seem so.

Yea, This is similar to LibTrampoline project at Julia. The question if this was implemented. It doesn't seem so.

As I see numpy contributors in 'PyPy' and 'https://data-apis.org/array-api/latest/", I suppose:

the problematic is being handled,
and just keep upgrading to latest cpython and latest numpy/numba compatible will get us to awesomeness.

These people are very busy making their Mac M1 & M2 working at maximum speed, so the 'MKL' thing can be percieved as 'passé'.

The constant move to 'latest' remains the strategy to:

simplify WinPython by droping legacy (as defined per other package maintainers),
anticipate needed changes, (like recent 'pip', 'datas-api', .... cgohlke site being archived .... )
keep it maintainable/on maintained code of others.

'MKL' is becoming a numpy's legacy, otherwise it would be simpler to use it in official python-3.10/numpy

Where did you get the notion it becomes a legacy? There is no alternative, yet at least, to MKL on the x86 sphere where WinPython is targeting. OpenBLAS isn't close when you use LAPACK functions. If WinPython switches to OpenBLAS it means the performance will deteriorate for numerical work much much more than the 30-40% achieved in Python 3.11 (Which won't help with numerical work).

What about replicating @cgohlke recipes to build NumPy and SciPy? I tried approaching him, yet I did not get any response. Maybe you can try? He'll probably answer you.

Where did you get the notion it becomes a legacy?

'pip intel-numpy' is not available for python-3.10, from the company which shall be the most motivated to feed it to you.

It is because their distribution isn't popular. Most of the people use Conda and they have NumPy with MKL (This is the default) on their repository.

So maybe using the package from Conda is the solution here?

Maybe in the long run, this might help: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2209877.

Will be done by july 2025, not exactly tomorrow.....

I wrote in the long run :-). If we get the recipes from @cgohlke I will be trying to replicate them for WinPython. But can we get in touch with him? Have you tried?

I wrote in the long run :-). If we get the recipes from @cgohlke I will be trying to replicate them for WinPython. But can we get in touch with him? Have you tried?

No There is no fun nor interest nor strategy that would motivate such a move/burden. It can only be done and sustained per a way bigger organization.

I don't need to recreate all the recipes he created, Only NumPy and SciPy.

There is a new contender lfortran that smells interesting, to replace intel fortran:

It is a compiler, It won't make OpenBLAS faster than MKL. In MKL the kernels are written in assembly. The magic isn't the Intel compiler, it is the kernels.

It is a compiler, It won't make OpenBLAS faster than MKL. In MKL the kernels are written in assembly. The magic isn't the Intel compiler, it is the kernels.

That is something only Christoph Gohlke, or Intel or Microsoft, can carry on with the required care, and forward-looking care in case of Christoph.

What about out of the box idea? Maybe build WinPython around MicroMamba?

It is a single file to start with, so all the scripts will be much easier around it.

it's indeed a possible path. Even if it's done per frenchies, I'm a bit unsettled per the server domain https://micro.mamba.pm

What do you mean by:

I'm a bit unsettled per the server domain https://micro.mamba.pm

pm = St Pierre & Miquelon there is also this https://henryiii.github.io/level-up-your-python/live/lab/index.html

the demise of https://www.lfd.uci.edu/~gohlke/pythonlibs/ and also indirectly the fall-of-the-tree of intel are problems.

b3 (2022-09-18: Python updates)

Changes from WinPython 2022-03 b1:

Infrastructure:
- cPython-3.10.7,
- cPython-3.11.0rc2
- New Packages:
- duckdb: [fast] "SQL" OLAP analytics (over pandas , parquet, csv, ...)
Upgraded Packages:
- msvc-runtime-14.32.31326
- numpy-1.23.3 for python-3.10
- numba-0.56.2 , pandas-1.4.4
- polars-0.14.11
Removed Packages:
variation per version:
- for Python-3.10 : mkl is added as Christoph Gohkle wheels are progressively replaced per standard wheels,

Areas of particular interest for testers:

numba with numpy-1.23.3 on Python-3.10
duckdb, polars ... : the 'next generation' of pandas.

Next build effort: rc

Python-3.11.0 final

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WinPython 3.10.7.0

The following packages are included in WinPython-64bit v3.10.7.0 b3.

### Tools Name | Version | Description -----|---------|------------ [Nodejs](https://nodejs.org) | v16.16.0 | a JavaScript runtime built on Chrome's V8 JavaScript engine [npmjs](https://www.npmjs.com/) | 8.11.0 | a package manager for JavaScript [Pandoc](https://pandoc.org/) | 2.3 | a universal document converter ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.10.7 | Python programming language with standard library [adodbapi](https://pypi.org/project/adodbapi) | 2.6.1.3 | A pure Python package implementing PEP 249 DB-API using Microsoft ADO. [affine](https://pypi.org/project/affine) | 2.3.1 | Matrices describing affine transformation of the plane. [aiofiles](https://pypi.org/project/aiofiles) | 0.8.0 | File support for asyncio. [aiohttp](https://pypi.org/project/aiohttp) | 3.8.1 | Async http client/server framework (asyncio) [aiosignal](https://pypi.org/project/aiosignal) | 1.2.0 | aiosignal: a list of registered asynchronous callbacks [aiosqlite](https://pypi.org/project/aiosqlite) | 0.17.0 | asyncio bridge to the standard sqlite3 module [alabaster](https://pypi.org/project/alabaster) | 0.7.12 | A configurable sidebar-enabled Sphinx theme [alembic](https://pypi.org/project/alembic) | 1.8.0 | A database migration tool for SQLAlchemy. [algopy](https://pypi.org/project/algopy) | 0.5.7 | ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation [altair](https://pypi.org/project/altair) | 4.2.0 | Altair: A declarative statistical visualization library for Python. [altair_data_server](https://pypi.org/project/altair_data_server) | 0.4.1 | A background data server for Altair charts. [altair_transform](https://pypi.org/project/altair_transform) | 0.2.0 | A python engine for evaluating Altair transforms. [altair_widgets](https://pypi.org/project/altair_widgets) | 0.2.2 | Altair Widgets: An interactive visualization for statistical data for Python. [amply](https://pypi.org/project/amply) | 0.1.5 | Amply allows you to load and manipulate AMPL/GLPK data as Python data structures [aniso8601](https://pypi.org/project/aniso8601) | 9.0.1 | A library for parsing ISO 8601 strings. [ansiwrap](https://pypi.org/project/ansiwrap) | 0.8.4 | textwrap, but savvy to ANSI colors and styles [anyio](https://pypi.org/project/anyio) | 3.6.1 | High level compatibility layer for multiple asynchronous event loop implementations [appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [argon2_cffi](https://pypi.org/project/argon2_cffi) | 21.3.0 | The secure Argon2 password hashing algorithm. [argon2_cffi_bindings](https://pypi.org/project/argon2_cffi_bindings) | 21.2.0 | Low-level CFFI bindings for Argon2 [arrow](https://pypi.org/project/arrow) | 1.2.2 | Better dates & times for Python [asciitree](https://pypi.org/project/asciitree) | 0.3.3 | Draws ASCII trees. [asgi_csrf](https://pypi.org/project/asgi_csrf) | 0.9 | ASGI middleware for protecting against CSRF attacks [asgiref](https://pypi.org/project/asgiref) | 3.5.2 | ASGI specs, helper code, and adapters [asn1crypto](https://pypi.org/project/asn1crypto) | 1.4.0 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP [asteval](https://pypi.org/project/asteval) | 0.9.27 | Safe, minimalistic evaluator of python expression using ast module [astor](https://pypi.org/project/astor) | 0.8.1 | Read/rewrite/write Python ASTs [astroid](https://pypi.org/project/astroid) | 2.11.5 | An abstract syntax tree for Python with inference support. [astroml](https://pypi.org/project/astroml) | 1.0.2.post1 | tools for machine learning and data mining in Astronomy [astropy](https://pypi.org/project/astropy) | 5.0.4 | Community-developed python astronomy tools [async_generator](https://pypi.org/project/async_generator) | 1.10 | Async generators and context managers for Python 3.5+ [async_timeout](https://pypi.org/project/async_timeout) | 4.0.2 | Timeout context manager for asyncio programs [atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes. [attrs](https://pypi.org/project/attrs) | 22.1.0 | Classes Without Boilerplate [autopep8](https://pypi.org/project/autopep8) | 1.6.0 | A tool that automatically formats Python code to conform to the PEP 8 style guide [babel](https://pypi.org/project/babel) | 2.10.3 | Internationalization utilities [backcall](https://pypi.org/project/backcall) | 0.2.0 | Specifications for callback functions passed in to an API [backports_abc](https://pypi.org/project/backports_abc) | 0.5 | A backport of recent additions to the 'collections.abc' module. [baresql](https://pypi.org/project/baresql) | 0.7.6 | playing SQL directly on Python datas [base58](https://pypi.org/project/base58) | 2.1.1 | Base58 and Base58Check implementation [bcrypt](https://pypi.org/project/bcrypt) | 3.2.0 | Modern password hashing for your software and your servers [beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.11.1 | Screen-scraping library [binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text. [black](https://pypi.org/project/black) | 22.6.0 | The uncompromising code formatter. [bleach](https://pypi.org/project/bleach) | 5.0.0 | An easy safelist-based HTML-sanitizing tool. [blinker](https://pypi.org/project/blinker) | 1.4 | Fast, simple object-to-object and broadcast signaling [blis](https://pypi.org/project/blis) | 0.7.8 | The Blis BLAS-like linear algebra library, as a self-contained C-extension. [blosc](https://pypi.org/project/blosc) | 1.10.6 | Blosc data compressor [bokeh](https://pypi.org/project/bokeh) | 2.4.3 | Interactive plots and applications in the browser from Python [botorch](https://pypi.org/project/botorch) | 0.4.0 | Bayesian Optimization in PyTorch [bottleneck](https://pypi.org/project/bottleneck) | 1.3.4 | Fast NumPy array functions written in C [bqplot](https://pypi.org/project/bqplot) | 0.12.36 | Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets. [branca](https://pypi.org/project/branca) | 0.5.0 | Generate complex HTML+JS pages with Python [brewer2mpl](https://pypi.org/project/brewer2mpl) | 1.4.1 | Connect colorbrewer2.org color maps to Python and matplotlib [brotli](https://pypi.org/project/brotli) | 1.0.9 | Python bindings for the Brotli compression library [cachelib](https://pypi.org/project/cachelib) | 0.9.0 | A collection of cache libraries in the same API interface. [cachetools](https://pypi.org/project/cachetools) | 5.2.0 | Extensible memoizing collections and decorators [cartopy](https://pypi.org/project/cartopy) | 0.20.2 | A cartographic python library with Matplotlib support for visualisation [catalogue](https://pypi.org/project/catalogue) | 2.0.8 | Super lightweight function registries for your library [certifi](https://pypi.org/project/certifi) | 2022.5.18.1 | Python package for providing Mozilla's CA Bundle. [cffi](https://pypi.org/project/cffi) | 1.15.0 | Foreign Function Interface for Python calling C code. [cftime](https://pypi.org/project/cftime) | 1.6.0 | Time-handling functionality from netcdf4-python [chardet](https://pypi.org/project/chardet) | 5.0.0 | Universal encoding detector for Python 2 and 3 [charset_normalizer](https://pypi.org/project/charset_normalizer) | 2.0.12 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. [click](https://pypi.org/project/click) | 8.0.4 | Composable command line interface toolkit [click_default_group](https://pypi.org/project/click_default_group) | 1.2.2 | Extends click.Group to invoke a command without explicit subcommand name [click_plugins](https://pypi.org/project/click_plugins) | 1.1.1 | An extension module for click to enable registering CLI commands via setuptools entry-points. [cligj](https://pypi.org/project/cligj) | 0.7.2 | Click params for commmand line interfaces to GeoJSON [cloudpickle](https://pypi.org/project/cloudpickle) | 2.1.0 | Extended pickling support for Python objects [clr_loader](https://pypi.org/project/clr_loader) | 0.1.7 | Generic pure Python loader for .NET runtimes [clrmagic](https://pypi.org/project/clrmagic) | 0.0.1a2 | IPython cell magic to use .NET languages [colorama](https://pypi.org/project/colorama) | 0.4.4 | Cross-platform colored terminal text. [colorcet](https://pypi.org/project/colorcet) | 3.0.0 | Collection of perceptually uniform colormaps [commonmark](https://pypi.org/project/commonmark) | 0.9.1 | Python parser for the CommonMark Markdown spec [cookiecutter](https://pypi.org/project/cookiecutter) | 2.1.1 | A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template. [coverage](https://pypi.org/project/coverage) | 6.4.1 | Code coverage measurement for Python [cramjam](https://pypi.org/project/cramjam) | 2.5.0 | Thin Python bindings to de/compression algorithms in Rust [cryptography](https://pypi.org/project/cryptography) | 3.4.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers. [csvs_to_sqlite](https://pypi.org/project/csvs_to_sqlite) | 1.3.1a0 | Convert CSV files into a SQLite database [cvxopt](https://pypi.org/project/cvxopt) | 1.3.0 | Convex optimization package [cvxpy](https://pypi.org/project/cvxpy) | 1.2.0 | A domain-specific language for modeling convex optimization problems in Python. [cycler](https://pypi.org/project/cycler) | 0.11.0 | Composable style cycles [cymem](https://pypi.org/project/cymem) | 2.0.6 | Manage calls to calloc/free through Cython [cython](https://pypi.org/project/cython) | 0.29.32 | The Cython compiler for writing C extensions for the Python language. [cytoolz](https://pypi.org/project/cytoolz) | 0.11.2 | Cython implementation of Toolz: High performance functional utilities [dash](https://pypi.org/project/dash) | 2.6.0 | A Python framework for building reactive web-apps. Developed by Plotly. [dash_core_components](https://pypi.org/project/dash_core_components) | 2.0.0 | Core component suite for Dash [dash_html_components](https://pypi.org/project/dash_html_components) | 2.0.0 | Vanilla HTML components for Dash [dash_table](https://pypi.org/project/dash_table) | 5.0.0 | Dash table [dask](https://pypi.org/project/dask) | 2022.9.1 | Parallel PyData with Task Scheduling [dask_glm](https://pypi.org/project/dask_glm) | 0.2.0 | Generalized Linear Models with Dask [dask_image](https://pypi.org/project/dask_image) | 2021.12.0 | Distributed image processing [dask_labextension](https://pypi.org/project/dask_labextension) | 5.3.0 | A Jupyter Notebook server extension manages Dask clusters. [dask_ml](https://pypi.org/project/dask_ml) | 2022.5.27 | A library for distributed and parallel machine learning [dask_searchcv](https://pypi.org/project/dask_searchcv) | 0.2.0 | Tools for doing hyperparameter search with Scikit-Learn and Dask [databases](https://pypi.org/project/databases) | 0.5.5 | Async database support for Python. [datasette](https://pypi.org/project/datasette) | 0.61.1 | A tool for exploring and publishing data [datasette_graphql](https://pypi.org/project/datasette_graphql) | 2.0.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases [datashader](https://pypi.org/project/datashader) | 0.14.1 | Data visualization toolchain based on aggregating into a grid [datashape](https://pypi.org/project/datashape) | 0.5.2 | A data description language. [dateparser](https://pypi.org/project/dateparser) | 1.1.0 | Date parsing library designed to parse dates from HTML pages [db.py](https://pypi.org/project/db.py) | 0.5.4b1 | a db package that doesn't suck [deap](https://pypi.org/project/deap) | 1.3.1 | Distributed Evolutionary Algorithms in Python [debugpy](https://pypi.org/project/debugpy) | 1.6.2 | An implementation of the Debug Adapter Protocol for Python [decorator](https://pypi.org/project/decorator) | 4.4.2 | Decorators for Humans [defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules [deprecated](https://pypi.org/project/deprecated) | 1.2.13 | Python @deprecated decorator to deprecate old python classes, functions or methods. [deprecation](https://pypi.org/project/deprecation) | 2.1.0 | A library to handle automated deprecations [diff_match_patch](https://pypi.org/project/diff_match_patch) | 20200713 | Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text. [dill](https://pypi.org/project/dill) | 0.3.5 | serialize all of python [distlib](https://pypi.org/project/distlib) | 0.3.4 | Distribution utilities [distributed](https://pypi.org/project/distributed) | 2022.9.1 | Distributed scheduler for Dask [django](https://pypi.org/project/django) | 4.0.5 | A high-level Python web framework that encourages rapid development and clean, pragmatic design. [docopt](https://pypi.org/project/docopt) | 0.6.2 | Pythonic argument parser, that will make you smile [docrepr](https://pypi.org/project/docrepr) | 0.1.1 | docrepr renders Python docstrings in HTML [docutils](https://pypi.org/project/docutils) | 0.17.1 | Docutils -- Python Documentation Utilities [duckdb](https://pypi.org/project/duckdb) | 0.4.0 | DuckDB embedded database [ecos](https://pypi.org/project/ecos) | 2.0.10 | This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information. [emcee](https://pypi.org/project/emcee) | 3.1.2 | The Python ensemble sampling toolkit for MCMC [entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages. [et_xmlfile](https://pypi.org/project/et_xmlfile) | 1.1.0 | An implementation of lxml.xmlfile for the standard library [fast_histogram](https://pypi.org/project/fast_histogram) | 0.11 | Fast simple 1D and 2D histograms [fastai](https://pypi.org/project/fastai) | 2.7.7 | fastai makes deep learning with PyTorch faster, more accurate, and easier [fastapi](https://pypi.org/project/fastapi) | 0.79.0 | FastAPI framework, high performance, easy to learn, fast to code, ready for production [fastcore](https://pypi.org/project/fastcore) | 1.5.11 | Python supercharged for fastai development [fastdownload](https://pypi.org/project/fastdownload) | 0.0.7 | A general purpose data downloading library. [fasteners](https://pypi.org/project/fasteners) | 0.17.3 | A python package that provides useful locks. [fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.15.3 | Fastest Python implementation of JSON schema [fastparquet](https://pypi.org/project/fastparquet) | 0.8.1 | Python support for Parquet file format [fastprogress](https://pypi.org/project/fastprogress) | 1.0.3 | A nested progress with plotting options for fastai [feather_format](https://pypi.org/project/feather_format) | 0.4.1 | Simple wrapper library to the Apache Arrow-based Feather File Format [filelock](https://pypi.org/project/filelock) | 3.7.1 | A platform independent file lock. [filterpy](https://pypi.org/project/filterpy) | 1.4.5 | Kalman filtering and optimal estimation library [fiona](https://pypi.org/project/fiona) | 1.8.21 | Fiona reads and writes spatial data files [flake8](https://pypi.org/project/flake8) | 4.0.1 | the modular source code checker: pep8, pyflakes and co [flask](https://pypi.org/project/flask) | 2.1.3 | A simple framework for building complex web applications. [flask_accepts](https://pypi.org/project/flask_accepts) | 0.18.4 | Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow [flask_compress](https://pypi.org/project/flask_compress) | 1.12 | Compress responses in your Flask app with gzip. [flask_mail](https://pypi.org/project/flask_mail) | 0.9.1 | Flask extension for sending email [flask_restx](https://pypi.org/project/flask_restx) | 0.5.1 | Fully featured framework for fast, easy and documented API development with Flask [flask_session](https://pypi.org/project/flask_session) | 0.4.0 | Adds server-side session support to your Flask application [flask_sqlalchemy](https://pypi.org/project/flask_sqlalchemy) | 2.5.1 | Adds SQLAlchemy support to your Flask application. [flaskerize](https://pypi.org/project/flaskerize) | 0.14.0 | Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python. [flit](https://pypi.org/project/flit) | 3.7.1 | A simple packaging tool for simple packages. [flit_core](https://pypi.org/project/flit_core) | 3.7.1 | Distribution-building parts of Flit. See flit package for more information [folium](https://pypi.org/project/folium) | 0.12.1 | Make beautiful maps with Leaflet.js & Python [fonttools](https://pypi.org/project/fonttools) | 4.34.4 | Tools to manipulate font files [formlayout](https://pypi.org/project/formlayout) | 1.2.1a1 | The most easy way to create Qt form dialogs and widgets with Python [frozenlist](https://pypi.org/project/frozenlist) | 1.3.0 | A list-like structure which implements collections.abc.MutableSequence [fs](https://pypi.org/project/fs) | 2.4.15 | Python's filesystem abstraction layer [fsspec](https://pypi.org/project/fsspec) | 2022.7.1 | File-system specification [future](https://pypi.org/project/future) | 0.18.2 | Clean single-source support for Python 3 and 2 [fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python [gdal](https://pypi.org/project/gdal) | 3.4.3 | GDAL: Geospatial Data Abstraction Library [geographiclib](https://pypi.org/project/geographiclib) | 1.52 | The geodesic routines from GeographicLib [geopandas](https://pypi.org/project/geopandas) | 0.10.2 | Geographic pandas extensions [geopy](https://pypi.org/project/geopy) | 2.2.0 | Python Geocoding Toolbox [geoviews](https://pypi.org/project/geoviews) | 1.9.5 | GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research. [gitdb](https://pypi.org/project/gitdb) | 4.0.9 | Git Object Database [gitpython](https://pypi.org/project/gitpython) | 3.1.26 | Python Git Library [gmpy2](https://pypi.org/project/gmpy2) | 2.1.2 | GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x [gpytorch](https://pypi.org/project/gpytorch) | 1.5.1 | An implementation of Gaussian Processes in Pytorch [graphene](https://pypi.org/project/graphene) | 3.1 | GraphQL Framework for Python [graphql_core](https://pypi.org/project/graphql_core) | 3.2.1 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL. [graphql_relay](https://pypi.org/project/graphql_relay) | 3.2.0 | Relay library for graphql-core-next [great_expectations](https://pypi.org/project/great_expectations) | 0.14.11 | Always know what to expect from your data. [greenlet](https://pypi.org/project/greenlet) | 1.1.2 | Lightweight in-process concurrent programming [guidata](https://pypi.org/project/guidata) | 2.3.0 | Automatic graphical user interfaces generation for easy dataset editing and display [guiqwt](https://pypi.org/project/guiqwt) | 4.3.1 | guiqwt is a set of tools for curve and image plotting (extension to PythonQwt) [h11](https://pypi.org/project/h11) | 0.12.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1 [h2](https://pypi.org/project/h2) | 4.1.0 | HTTP/2 State-Machine based protocol implementation [h5py](https://pypi.org/project/h5py) | 3.7.0 | Read and write HDF5 files from Python [heapdict](https://pypi.org/project/heapdict) | 1.0.1 | a heap with decrease-key and increase-key operations [holoviews](https://pypi.org/project/holoviews) | 1.15.0 | Stop plotting your data - annotate your data and let it visualize itself. [hpack](https://pypi.org/project/hpack) | 4.0.0 | Pure-Python HPACK header compression [html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification [httpcore](https://pypi.org/project/httpcore) | 0.15.0 | A minimal low-level HTTP client. [httpie](https://pypi.org/project/httpie) | 3.2.1 | HTTPie - a CLI, cURL-like tool for humans. [httpx](https://pypi.org/project/httpx) | 0.23.0 | The next generation HTTP client. [hupper](https://pypi.org/project/hupper) | 1.10.3 | Integrated process monitor for developing and reloading daemons. [husl](https://pypi.org/project/husl) | 4.0.3 | Human-friendly HSL [hvplot](https://pypi.org/project/hvplot) | 0.8.0 | A high-level plotting API for the PyData ecosystem built on HoloViews. [hypercorn](https://pypi.org/project/hypercorn) | 0.13.2 | A ASGI Server based on Hyper libraries and inspired by Gunicorn. [hyperframe](https://pypi.org/project/hyperframe) | 6.0.1 | HTTP/2 framing layer for Python [hypothesis](https://pypi.org/project/hypothesis) | 6.46.9 | A library for property-based testing [idlex](https://pypi.org/project/idlex) | 1.22 | IDLE Extensions for Python [idna](https://pypi.org/project/idna) | 3.1 | Internationalized Domain Names in Applications (IDNA) [imageio](https://pypi.org/project/imageio) | 2.19.3 | Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. [imageio_ffmpeg](https://pypi.org/project/imageio_ffmpeg) | 0.4.2 | FFMPEG wrapper for Python [imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file [imbalanced_learn](https://pypi.org/project/imbalanced_learn) | 0.9.1 | Toolbox for imbalanced dataset in machine learning. [importlib_metadata](https://pypi.org/project/importlib_metadata) | 4.12.0 | Read metadata from Python packages [inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python [iniconfig](https://pypi.org/project/iniconfig) | 1.1.1 | iniconfig: brain-dead simple config-ini parsing [intake](https://pypi.org/project/intake) | 0.6.4 | Data load and catalog system [intel_openmp](https://pypi.org/project/intel_openmp) | 2022.1.0 | Intel OpenMP* Runtime Library [intervaltree](https://pypi.org/project/intervaltree) | 3.0.2 | Editable interval tree data structure for Python 2 and 3 [ipycanvas](https://pypi.org/project/ipycanvas) | 0.13.1 | Interactive widgets library exposing the browser's Canvas API [ipykernel](https://pypi.org/project/ipykernel) | 6.15.3 | IPython Kernel for Jupyter [ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.17.1 | A Jupyter widget for dynamic Leaflet maps [ipympl](https://pypi.org/project/ipympl) | 0.9.2 | Matplotlib Jupyter Extension [ipython](https://pypi.org/project/ipython) | 7.32.0 | IPython: Productive Interactive Computing [ipython_genutils](https://pypi.org/project/ipython_genutils) | 0.2.0 | Vestigial utilities from IPython [ipython_sql](https://pypi.org/project/ipython_sql) | 0.4.1b1 | RDBMS access via IPython [ipywidgets](https://pypi.org/project/ipywidgets) | 7.7.1 | IPython HTML widgets for Jupyter [isort](https://pypi.org/project/isort) | 5.10.1 | A Python utility / library to sort Python imports. [itsdangerous](https://pypi.org/project/itsdangerous) | 2.1.2 | Various helpers to pass data to untrusted environments and back. [janus](https://pypi.org/project/janus) | 1.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads [jedi](https://pypi.org/project/jedi) | 0.18.1 | An autocompletion tool for Python that can be used for text editors. [jellyfish](https://pypi.org/project/jellyfish) | 0.9.0 | a library for doing approximate and phonetic matching of strings. [jinja2](https://pypi.org/project/jinja2) | 3.0.3 | A small but fast and easy to use stand-alone template engine written in pure python. [jinja2_time](https://pypi.org/project/jinja2_time) | 0.2.0 | Jinja2 Extension for Dates and Times [joblib](https://pypi.org/project/joblib) | 1.1.0 | Lightweight pipelining: using Python functions as pipeline jobs. [json5](https://pypi.org/project/json5) | 0.9.8 | A Python implementation of the JSON5 data format. [jsonpatch](https://pypi.org/project/jsonpatch) | 1.32 | Apply JSON-Patches (RFC 6902) [jsonpointer](https://pypi.org/project/jsonpointer) | 2.3 | Identify specific nodes in a JSON document (RFC 6901) [jsonschema](https://pypi.org/project/jsonschema) | 4.6.2 | An implementation of JSON Schema validation for Python [julia](https://pypi.org/project/julia) | 0.5.7 | Julia/Python bridge with IPython support. [jupyter](https://pypi.org/project/jupyter) | 1.0.0 | Jupyter metapackage. Install all the Jupyter components in one go. [jupyter_bokeh](https://pypi.org/project/jupyter_bokeh) | 3.0.4 | A Jupyter extension for rendering Bokeh content. [jupyter_client](https://pypi.org/project/jupyter_client) | 7.3.4 | Jupyter protocol implementation and client libraries [jupyter_console](https://pypi.org/project/jupyter_console) | 6.4.4 | Jupyter terminal console [jupyter_core](https://pypi.org/project/jupyter_core) | 4.11.1 | Jupyter core package. A base package on which Jupyter projects rely. [jupyter_lsp](https://pypi.org/project/jupyter_lsp) | 1.5.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server [jupyter_packaging](https://pypi.org/project/jupyter_packaging) | 0.11.1 | Jupyter Packaging Utilities [jupyter_server](https://pypi.org/project/jupyter_server) | 1.18.1 | The Jupyter Server [jupyter_server_mathjax](https://pypi.org/project/jupyter_server_mathjax) | 0.2.6 | MathJax resources as a Jupyter Server Extension. [jupyter_server_proxy](https://pypi.org/project/jupyter_server_proxy) | 3.2.1 | Jupyter server extension to supervise and proxy web services [jupyter_sphinx](https://pypi.org/project/jupyter_sphinx) | 0.4.0 | Jupyter Sphinx Extensions [jupyterlab](https://pypi.org/project/jupyterlab) | 3.4.7 | The JupyterLab notebook server extension. [jupyterlab_git](https://pypi.org/project/jupyterlab_git) | 0.34.2 | A server extension for JupyterLab's git extension [jupyterlab_launcher](https://pypi.org/project/jupyterlab_launcher) | 0.13.1 | Jupyter Launcher [jupyterlab_lsp](https://pypi.org/project/jupyterlab_lsp) | 3.10.1 | Language Server Protocol integration for JupyterLab [jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) | 0.2.2 | Pygments theme [jupyterlab_server](https://pypi.org/project/jupyterlab_server) | 2.15.1 | JupyterLab Server [jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) | 3.0.3 | JupyterLab extension providing HTML widgets [keyring](https://pypi.org/project/keyring) | 23.5.0 | Store and access your passwords safely. [kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.3 | A fast implementation of the Cassowary constraint solver [langcodes](https://pypi.org/project/langcodes) | 3.3.0 | Tools for labeling human languages with IETF language tags [lazy_object_proxy](https://pypi.org/project/lazy_object_proxy) | 1.7.1 | A fast and thorough lazy object proxy. [llvmlite](https://pypi.org/project/llvmlite) | 0.39.0 | lightweight wrapper around basic LLVM functionality [lmfit](https://pypi.org/project/lmfit) | 1.0.3 | Least-Squares Minimization with Bounds and Constraints [locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python for Linux and Windows [loky](https://pypi.org/project/loky) | 3.1.0 | A robust implementation of concurrent.futures.ProcessPoolExecutor [lxml](https://pypi.org/project/lxml) | 4.9.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [lz4](https://pypi.org/project/lz4) | 4.0.1 | LZ4 Bindings for Python [mako](https://pypi.org/project/mako) | 1.2.0 | A super-fast templating language that borrows the best ideas from the existing templating languages. [markdown](https://pypi.org/project/markdown) | 3.3.7 | Python implementation of Markdown. [markupsafe](https://pypi.org/project/markupsafe) | 2.1.1 | Safely add untrusted strings to HTML/XML markup. [marshmallow](https://pypi.org/project/marshmallow) | 3.12.1 | A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib](https://pypi.org/project/matplotlib) | 3.5.3 | Python plotting package [matplotlib_inline](https://pypi.org/project/matplotlib_inline) | 0.1.6 | Inline Matplotlib backend for Jupyter [maturin](https://pypi.org/project/maturin) | 0.13.0 | Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages [mccabe](https://pypi.org/project/mccabe) | 0.6.1 | McCabe checker, plugin for flake8 [mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities [mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍. [metakernel](https://pypi.org/project/metakernel) | 0.28.2 | Metakernel for Jupyter [missingno](https://pypi.org/project/missingno) | 0.5.1 | Missing data visualization module for Python. [mistune](https://pypi.org/project/mistune) | 0.8.4 | The fastest markdown parser in pure Python [mizani](https://pypi.org/project/mizani) | 0.7.4 | Scales for Python [mkl](https://pypi.org/project/mkl) | 2022.1.0 | Intel� oneAPI Math Kernel Library [mkl_service](https://pypi.org/project/mkl_service) | 2.4.0 | Python bindings to some MKL service functions [mlxtend](https://pypi.org/project/mlxtend) | 0.18.0 | Machine Learning Library Extensions [moviepy](https://pypi.org/project/moviepy) | 1.0.3 | Video editing with Python [mpl_scatter_density](https://pypi.org/project/mpl_scatter_density) | 0.7 | Matplotlib helpers to make density scatter plots [mpld3](https://pypi.org/project/mpld3) | 0.5.8 | D3 Viewer for Matplotlib [mpldatacursor](https://pypi.org/project/mpldatacursor) | 0.7.1 | Interactive data cursors for Matplotlib [mpmath](https://pypi.org/project/mpmath) | 1.2.1 | Python library for arbitrary-precision floating-point arithmetic [msgpack](https://pypi.org/project/msgpack) | 1.0.4 | MessagePack (de)serializer. [msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.32.31326 | Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories [multidict](https://pypi.org/project/multidict) | 6.0.2 | multidict implementation [multipledispatch](https://pypi.org/project/multipledispatch) | 0.6.0 | Multiple dispatch [munch](https://pypi.org/project/munch) | 2.5.0 | A dot-accessible dictionary (a la JavaScript objects) [murmurhash](https://pypi.org/project/murmurhash) | 1.0.7 | Cython bindings for MurmurHash [mypy](https://pypi.org/project/mypy) | 0.971 | Optional static typing for Python [mypy_extensions](https://pypi.org/project/mypy_extensions) | 0.4.3 | Experimental type system extensions for programs checked with the mypy typechecker. [mysql_connector_python](https://pypi.org/project/mysql_connector_python) | 8.0.21 | MySQL driver written in Python [nbclassic](https://pypi.org/project/nbclassic) | 0.4.3 | Jupyter Notebook as a Jupyter Server Extension. [nbclient](https://pypi.org/project/nbclient) | 0.6.6 | A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor. [nbconvert](https://pypi.org/project/nbconvert) | 6.5.0 | Converting Jupyter Notebooks [nbconvert_reportlab](https://pypi.org/project/nbconvert_reportlab) | 0.2 | Convert notebooks to PDF using Reportlab [nbdime](https://pypi.org/project/nbdime) | 3.1.1 | Diff and merge of Jupyter Notebooks [nbformat](https://pypi.org/project/nbformat) | 5.4.0 | The Jupyter Notebook format [nbval](https://pypi.org/project/nbval) | 0.9.6 | A py.test plugin to validate Jupyter notebooks [nest_asyncio](https://pypi.org/project/nest_asyncio) | 1.5.5 | Patch asyncio to allow nested event loops [netcdf4](https://pypi.org/project/netcdf4) | 1.6.0 | Provides an object-oriented python interface to the netCDF version 4 library. [networkx](https://pypi.org/project/networkx) | 2.8.6 | Python package for creating and manipulating graphs and networks [nlopt](https://pypi.org/project/nlopt) | 2.7.1 | Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization [nltk](https://pypi.org/project/nltk) | 3.7 | Natural Language Toolkit [notebook](https://pypi.org/project/notebook) | 6.4.12 | A web-based notebook environment for interactive computing [notebook_shim](https://pypi.org/project/notebook_shim) | 0.1.0 | A shim layer for notebook traits and config [ntlm_auth](https://pypi.org/project/ntlm_auth) | 1.5.0 | Creates NTLM authentication structures [numba](https://pypi.org/project/numba) | 0.56.2 | compiling Python code using LLVM [numcodecs](https://pypi.org/project/numcodecs) | 0.10.0 | A Python package providing buffer compression and transformation codecs for use in data storage and communication applications. [numdifftools](https://pypi.org/project/numdifftools) | 0.9.40 | Solves automatic numerical differentiation problems in one or more variables. [numexpr](https://pypi.org/project/numexpr) | 2.8.3 | Fast numerical expression evaluator for NumPy [numpy](https://pypi.org/project/numpy) | 1.23.3 | NumPy is the fundamental package for array computing with Python. [numpydoc](https://pypi.org/project/numpydoc) | 1.3 | Sphinx extension to support docstrings in Numpy format [oct2py](https://pypi.org/project/oct2py) | 5.4.3 | Python to GNU Octave bridge --> run m-files from python. [octave_kernel](https://pypi.org/project/octave_kernel) | 0.34.1 | A Jupyter kernel for Octave. [openpyxl](https://pypi.org/project/openpyxl) | 3.0.10 | A Python library to read/write Excel 2010 xlsx/xlsm files [orjson](https://pypi.org/project/orjson) | 3.7.3 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy [osqp](https://pypi.org/project/osqp) | 0.6.2.post4 | OSQP: The Operator Splitting QP Solver [outcome](https://pypi.org/project/outcome) | 1.1.0 | Capture the outcome of Python function calls. [packaging](https://pypi.org/project/packaging) | 21.3 | Core utilities for Python packages [palettable](https://pypi.org/project/palettable) | 3.3.0 | Color palettes for Python [pandas](https://pypi.org/project/pandas) | 1.4.4 | Powerful data structures for data analysis, time series, and statistics [pandas_datareader](https://pypi.org/project/pandas_datareader) | 0.10.0 | Data readers extracted from the pandas codebase,should be compatible with recent pandas versions [pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.0 | Utilities for writing pandoc filters in python [panel](https://pypi.org/project/panel) | 0.13.1 | A high level app and dashboarding solution for Python. [papermill](https://pypi.org/project/papermill) | 2.4.0 | Parametrize and run Jupyter and nteract Notebooks [param](https://pypi.org/project/param) | 1.12.2 | Declarative Python programming using Parameters. [parambokeh](https://pypi.org/project/parambokeh) | 0.2.3 | ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server. [paramiko](https://pypi.org/project/paramiko) | 2.8.0 | SSH2 protocol library [paramnb](https://pypi.org/project/paramnb) | 2.0.4 | Generate ipywidgets from Parameterized objects in the notebook [parso](https://pypi.org/project/parso) | 0.8.3 | A Python Parser [partd](https://pypi.org/project/partd) | 1.2.0 | Appendable key-value storage [pathspec](https://pypi.org/project/pathspec) | 0.9.0 | Utility library for gitignore style pattern matching of file paths. [pathy](https://pypi.org/project/pathy) | 0.6.2 | pathlib.Path subclasses for local and cloud bucket storage [patsy](https://pypi.org/project/patsy) | 0.5.2+dev | A Python package for describing statistical models and for building design matrices. [pdfrw](https://pypi.org/project/pdfrw) | 0.4.post2 | PDF file reader/writer library [pdvega](https://pypi.org/project/pdvega) | 0.2.1.dev0 | Pandas plotting interface to Vega and Vega-Lite [pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker [pexpect](https://pypi.org/project/pexpect) | 4.8.0 | Pexpect allows easy control of interactive console applications. [pg8000](https://pypi.org/project/pg8000) | 1.23.0 | PostgreSQL interface library [pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support [pillow](https://pypi.org/project/pillow) | 9.2.0 | Python Imaging Library (Fork) [pims](https://pypi.org/project/pims) | 0.6.1 | Python Image Sequence [pint](https://pypi.org/project/pint) | 0.19.2 | Physical quantities module [pip](https://pypi.org/project/pip) | 22.2.2 | The PyPA recommended tool for installing Python packages. [pkginfo](https://pypi.org/project/pkginfo) | 1.8.3 | Query metadatdata from sdists / bdists / installed packages. [platformdirs](https://pypi.org/project/platformdirs) | 2.5.2 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [plotly](https://pypi.org/project/plotly) | 5.9.0 | An open-source, interactive graphing library for Python [plotnine](https://pypi.org/project/plotnine) | 0.9.0 | A grammar of graphics for python [pluggy](https://pypi.org/project/pluggy) | 1.0.0 | plugin and hook calling mechanisms for python [ply](https://pypi.org/project/ply) | 3.11 | Python Lex & Yacc [pmdarima](https://pypi.org/project/pmdarima) | 1.8.6.dev0 | Python's forecast::auto.arima equivalent [polars](https://pypi.org/project/polars) | 0.14.11 | Blazingly fast DataFrame library [portpicker](https://pypi.org/project/portpicker) | 1.5.0 | A library to choose unique available network ports. [ppci](https://pypi.org/project/ppci) | 0.5.8 | A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python [preshed](https://pypi.org/project/preshed) | 3.0.6 | Cython hash table that trusts the keys are pre-hashed [prettytable](https://pypi.org/project/prettytable) | 3.3.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format. [priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree [proglog](https://pypi.org/project/proglog) | 0.1.10 | Log and progress bar manager for console, notebooks, web... [prometheus_client](https://pypi.org/project/prometheus_client) | 0.14.1 | Python client for the Prometheus monitoring system. [prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.29 | Library for building powerful interactive command lines in Python [protobuf](https://pypi.org/project/protobuf) | 4.0.0rc1 | Protocol Buffers [psutil](https://pypi.org/project/psutil) | 5.9.0 | Cross-platform lib for process and system monitoring in Python. [ptpython](https://pypi.org/project/ptpython) | 3.0.20 | Python REPL build on top of prompt_toolkit [ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal [pulp](https://pypi.org/project/pulp) | 2.3 | PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems. [py](https://pypi.org/project/py) | 1.11.0 | library with cross-python path, ini-parsing, io, code, log facilities [py_lru_cache](https://pypi.org/project/py_lru_cache) | 0.1.4 | LRU cache for python. Provides a dictionary-like object as well as a method decorator. [pyaml](https://pypi.org/project/pyaml) | 20.4.0 | PyYAML-based module to produce pretty and readable YAML-serialized data [pyarrow](https://pypi.org/project/pyarrow) | 9.0.0 | Python library for Apache Arrow [pyaudio](https://pypi.org/project/pyaudio) | 0.2.11 | Bindings for PortAudio v19, the cross-platform audio input/output stream library. [pybars3](https://pypi.org/project/pybars3) | 0.9.7 | Handlebars.js templating for Python 3 and 2 [pybind11](https://pypi.org/project/pybind11) | 2.9.2 | Seamless operability between C++11 and Python [pycodestyle](https://pypi.org/project/pycodestyle) | 2.8.0 | Python style guide checker [pycosat](https://pypi.org/project/pycosat) | 0.6.3 | bindings to picosat (a SAT solver) [pycparser](https://pypi.org/project/pycparser) | 2.21 | C parser in Python [pyct](https://pypi.org/project/pyct) | 0.4.8 | python package common tasks for users (e.g. copy examples, fetch data, ...) [pydantic](https://pypi.org/project/pydantic) | 1.9.1 | Data validation and settings management using python 3.6 type hinting [pydeck](https://pypi.org/project/pydeck) | 0.7.1 | Widget for deck.gl maps [pydocstyle](https://pypi.org/project/pydocstyle) | 6.1.1 | Python docstring style checker [pyepsg](https://pypi.org/project/pyepsg) | 0.4.0 | Easy access to the EPSG database via http epsg.io/ [pyerfa](https://pypi.org/project/pyerfa) | 2.0.0.1 | Python bindings for ERFA [pyflakes](https://pypi.org/project/pyflakes) | 2.4.0 | passive checker of Python programs [pyflux](https://pypi.org/project/pyflux) | 0.4.17 | PyFlux: A time-series analysis library for Python [pygad](https://pypi.org/project/pygad) | 2.17.0 | PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch). [pygame](https://pypi.org/project/pygame) | 2.1.2 | Python Game Development [pygbm](https://pypi.org/project/pygbm) | 0.1.0 | Experimental, numba-based Gradient Boosting Machines [pygments](https://pypi.org/project/pygments) | 2.12.0 | Pygments is a syntax highlighting package written in Python. [pyhdf](https://pypi.org/project/pyhdf) | 0.10.5 | pyhdf: Python interface to the NCSA HDF4 library. [pylint](https://pypi.org/project/pylint) | 2.14.0 | python code static checker [pyls_spyder](https://pypi.org/project/pyls_spyder) | 0.4.0 | Spyder extensions for the python-language-server [pymc](https://pypi.org/project/pymc) | 2.3.8 | Markov Chain Monte Carlo sampling toolkit. [pymeta3](https://pypi.org/project/pymeta3) | 0.5.1 | Pattern-matching language based on OMeta for Python 3 and 2 [pymongo](https://pypi.org/project/pymongo) | 4.1.1 | Python driver for MongoDB [pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects. [pynacl](https://pypi.org/project/pynacl) | 1.5.0 | Python binding to the Networking and Cryptography (NaCl) library [pynndescent](https://pypi.org/project/pynndescent) | 0.5.7 | Nearest Neighbor Descent [pyodbc](https://pypi.org/project/pyodbc) | 4.0.32 | DB API Module for ODBC [pyopengl](https://pypi.org/project/pyopengl) | 3.1.6 | Standard OpenGL bindings for Python [pypandoc](https://pypi.org/project/pypandoc) | 1.5 | Thin wrapper for pandoc. [pyparsing](https://pypi.org/project/pyparsing) | 2.4.7 | Python parsing module [pyproj](https://pypi.org/project/pyproj) | 3.3.1 | Python interface to PROJ (cartographic projections and coordinate transformations library) [pyqt5](https://pypi.org/project/pyqt5) | 5.15.6 | Python bindings for the Qt cross platform application toolkit [pyqt5_qt5](https://pypi.org/project/pyqt5_qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5. [pyqt5_sip](https://pypi.org/project/pyqt5_sip) | 12.9.1 | The sip module support for PyQt5 [pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.12.4 | Scientific Graphics and GUI Library for Python [pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.5 | Python bindings for the Qt WebEngine framework [pyqtwebengine_qt5](https://pypi.org/project/pyqtwebengine_qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine. [pyrsistent](https://pypi.org/project/pyrsistent) | 0.18.1 | Persistent/Functional/Immutable data structures [pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension [pyshp](https://pypi.org/project/pyshp) | 2.3.0 | Pure Python read/write support for ESRI Shapefile format [pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https github.com/Anorov/PySocks for more information. [pystache](https://pypi.org/project/pystache) | 0.5.4 | Mustache for Python [pytest](https://pypi.org/project/pytest) | 7.1.1 | pytest: simple powerful testing with Python [python_baseconv](https://pypi.org/project/python_baseconv) | 1.2.2 | Convert numbers from base 10 integers to base X strings and back again. [python_dateutil](https://pypi.org/project/python_dateutil) | 2.8.2 | Extensions to the standard Python datetime module [python_dotenv](https://pypi.org/project/python_dotenv) | 0.19.2 | Add .env support to your django/flask apps in development and deployments [python_hdf4](https://pypi.org/project/python_hdf4) | 0.10.0+dummy | Python-HDF4: Python interface to the NCSA HDF4 library. [python_levenshtein](https://pypi.org/project/python_levenshtein) | 0.12.2 | Python extension for computing string edit distances and similarities. [python_lsp_black](https://pypi.org/project/python_lsp_black) | 1.2.1 | Black plugin for the Python LSP Server [python_lsp_jsonrpc](https://pypi.org/project/python_lsp_jsonrpc) | 1.0.0 | JSON RPC 2.0 server library [python_lsp_server](https://pypi.org/project/python_lsp_server) | 1.5.0 | Python Language Server for the Language Server Protocol [python_multipart](https://pypi.org/project/python_multipart) | 0.0.5 | A streaming multipart parser for Python [python_picard](https://pypi.org/project/python_picard) | 0.7 | Preconditoned ICA for Real Data [python_slugify](https://pypi.org/project/python_slugify) | 6.1.2 | A Python Slugify application that handles Unicode [python_snappy](https://pypi.org/project/python_snappy) | 0.6.1 | Python library for the snappy compression library from Google [pythonnet](https://pypi.org/project/pythonnet) | 3.0.0rc1 | .Net and Mono integration for Python [pythonqwt](https://pypi.org/project/pythonqwt) | 0.10.2 | Qt plotting widgets for Python [pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.2.1 | Python tool configuration [pytz](https://pypi.org/project/pytz) | 2022.1 | World timezone definitions, modern and historical [pytz_deprecation_shim](https://pypi.org/project/pytz_deprecation_shim) | 0.1.0.post0 | Shims to make deprecation of pytz easier [pyviz_comms](https://pypi.org/project/pyviz_comms) | 2.2.0 | Bidirectional communication for the PyViz ecosystem. [pywavelets](https://pypi.org/project/pywavelets) | 1.3.0 | PyWavelets, wavelet transform module [pywin32](https://pypi.org/project/pywin32) | 304.0 | Python for Window Extensions [pywin32_ctypes](https://pypi.org/project/pywin32_ctypes) | 0.2.0 | A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi) [pywinpty](https://pypi.org/project/pywinpty) | 2.0.6 | Python bindings for the winpty library [pywinusb](https://pypi.org/project/pywinusb) | 0.4.2 | A package that simplifies USB/HID communications on windows [pyyaml](https://pypi.org/project/pyyaml) | 6.0 | YAML parser and emitter for Python [pyzmq](https://pypi.org/project/pyzmq) | 24.0.0 | Python bindings for 0MQ [pyzo](https://pypi.org/project/pyzo) | 4.12.4.dev0 | the Python IDE for scientific computing [pyzstd](https://pypi.org/project/pyzstd) | 0.15.2 | Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module. [qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.0.3 | The most complete dark stylesheet for Python and Qt applications [qdldl](https://pypi.org/project/qdldl) | 0.1.5.post2 | QDLDL, a free LDL factorization routine. [qpsolvers](https://pypi.org/project/qpsolvers) | 1.8.0 | Quadratic programming solvers in Python with a unified API [qstylizer](https://pypi.org/project/qstylizer) | 0.2.1 | Stylesheet Generator for PyQt{4-5}/PySide{1-2} [qtawesome](https://pypi.org/project/qtawesome) | 1.1.1 | FontAwesome icons in PyQt and PySide applications [qtconsole](https://pypi.org/project/qtconsole) | 5.3.2 | Jupyter Qt console [qtpy](https://pypi.org/project/qtpy) | 2.2.0 | Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets. [quadprog](https://pypi.org/project/quadprog) | 0.1.8 | Quadratic Programming Solver [quantecon](https://pypi.org/project/quantecon) | 0.5.3 | QuantEcon is a package to support all forms of quantitative economic modelling. [quart](https://pypi.org/project/quart) | 0.17.0 | A Python ASGI web microframework with the same API as Flask [rasterio](https://pypi.org/project/rasterio) | 1.2.10 | Fast and direct raster I/O for use with Numpy and SciPy [readme_renderer](https://pypi.org/project/readme_renderer) | 35.0 | readme_renderer is a library for rendering "readme" descriptions for Warehouse [redis](https://pypi.org/project/redis) | 4.3.1 | Python client for Redis key-value store [regex](https://pypi.org/project/regex) | 2022.6.2 | Alternative regular expression module, to replace re. [reportlab](https://pypi.org/project/reportlab) | 3.6.10 | The Reportlab Toolkit [requests](https://pypi.org/project/requests) | 2.28.1 | Python HTTP for Humans. [requests_ntlm](https://pypi.org/project/requests_ntlm) | 1.1.0 | This package allows for HTTP NTLM authentication using the requests library. [requests_toolbelt](https://pypi.org/project/requests_toolbelt) | 0.9.1 | A utility belt for advanced users of python-requests [rfc3986](https://pypi.org/project/rfc3986) | 1.5.0 | Validating URI References per RFC 3986 [rich](https://pypi.org/project/rich) | 12.4.4 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal [rise](https://pypi.org/project/rise) | 5.7.1 | Reveal.js - Jupyter/IPython Slideshow Extension [rope](https://pypi.org/project/rope) | 1.2.0 | a python refactoring library... [rtree](https://pypi.org/project/rtree) | 1.0.0 | R-Tree spatial index for Python GIS [ruamel.yaml](https://pypi.org/project/ruamel.yaml) | 0.17.17 | a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order [rx](https://pypi.org/project/rx) | 3.1.1 | Reactive Extensions (Rx) for Python [scikit_fuzzy](https://pypi.org/project/scikit_fuzzy) | 0.4.1 | Fuzzy logic toolkit for SciPy [scikit_image](https://pypi.org/project/scikit_image) | 0.19.3 | Image processing routines for SciPy [scikit_learn](https://pypi.org/project/scikit_learn) | 1.1.2 | A set of python modules for machine learning and data mining [scikit_optimize](https://pypi.org/project/scikit_optimize) | 0.9.0 | Sequential model-based optimization toolbox. [scilab2py](https://pypi.org/project/scilab2py) | 0.6.2 | Python to Scilab bridge [scipy](https://pypi.org/project/scipy) | 1.9.0 | SciPy: Scientific Library for Python [scramp](https://pypi.org/project/scramp) | 1.4.1 | An implementation of the SCRAM protocol. [scs](https://pypi.org/project/scs) | 3.2.0 | scs: splitting conic solver [seaborn](https://pypi.org/project/seaborn) | 0.12.0 | seaborn: statistical data visualization [send2trash](https://pypi.org/project/send2trash) | 1.8.0 | Send file to trash natively under Mac OS X, Windows and Linux. [setuptools](https://pypi.org/project/setuptools) | 59.8.0 | Easily download, build, install, upgrade, and uninstall Python packages [shap](https://pypi.org/project/shap) | 0.40.0 | A unified approach to explain the output of any machine learning model. [shapely](https://pypi.org/project/shapely) | 1.8.2 | Geometric objects, predicates, and operations [simpervisor](https://pypi.org/project/simpervisor) | 0.4 | Simple async process supervisor [simplegeneric](https://pypi.org/project/simplegeneric) | 0.8.1 | Simple generic functions (similar to Python's own len(), pickle.dump(), etc.) [simplejson](https://pypi.org/project/simplejson) | 3.17.6 | Simple, fast, extensible JSON encoder/decoder for Python [simpy](https://pypi.org/project/simpy) | 4.0.1 | Event discrete, process based simulation for Python. [six](https://pypi.org/project/six) | 1.16.0 | Python 2 and 3 compatibility utilities [sklearn_contrib_lightning](https://pypi.org/project/sklearn_contrib_lightning) | 0.6.2.post0 | Large-scale sparse linear classification, regression and ranking in Python [slicer](https://pypi.org/project/slicer) | 0.0.7 | A small package for big slicing. [slicerator](https://pypi.org/project/slicerator) | 1.1.0 | A lazy-loading, fancy-sliceable iterable. [smart_open](https://pypi.org/project/smart_open) | 5.2.1 | Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...) [smmap](https://pypi.org/project/smmap) | 5.0.0 | A pure Python implementation of a sliding window memory map manager [snakeviz](https://pypi.org/project/snakeviz) | 2.1.0 | A web-based viewer for Python profiler output [sniffio](https://pypi.org/project/sniffio) | 1.2.0 | Sniff out which async library your code is running under [snowballstemmer](https://pypi.org/project/snowballstemmer) | 2.2.0 | This package provides 26 stemmers for 25 languages generated from Snowball algorithms. [snuggs](https://pypi.org/project/snuggs) | 1.4.7 | Snuggs are s-expressions for Numpy [sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set [sounddevice](https://pypi.org/project/sounddevice) | 0.4.4 | Play and Record Sound with Python [soupsieve](https://pypi.org/project/soupsieve) | 2.3.2.post1 | A modern CSS selector implementation for Beautiful Soup. [spacy](https://pypi.org/project/spacy) | 3.4.1 | Industrial-strength Natural Language Processing (NLP) in Python [spacy_legacy](https://pypi.org/project/spacy_legacy) | 3.0.9 | Legacy registered functions for spaCy backwards compatibility [spacy_loggers](https://pypi.org/project/spacy_loggers) | 1.0.3 | Logging utilities for SpaCy [sphinx](https://pypi.org/project/sphinx) | 5.0.2 | Tool for generating documentation which uses reStructuredText as its markup language [sphinx_rtd_theme](https://pypi.org/project/sphinx_rtd_theme) | 1.0.0 | Read the Docs theme for Sphinx [sphinxcontrib_applehelp](https://pypi.org/project/sphinxcontrib_applehelp) | 1.0.2 | sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books [sphinxcontrib_devhelp](https://pypi.org/project/sphinxcontrib_devhelp) | 1.0.2 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document. [sphinxcontrib_htmlhelp](https://pypi.org/project/sphinxcontrib_htmlhelp) | 2.0.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files [sphinxcontrib_jsmath](https://pypi.org/project/sphinxcontrib_jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript [sphinxcontrib_qthelp](https://pypi.org/project/sphinxcontrib_qthelp) | 1.0.3 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document. [sphinxcontrib_serializinghtml](https://pypi.org/project/sphinxcontrib_serializinghtml) | 1.1.5 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle). [spyder](https://pypi.org/project/spyder) | 5.3.3 | The Scientific Python Development Environment [spyder_kernels](https://pypi.org/project/spyder_kernels) | 2.3.3 | Jupyter kernels for Spyder's console [sqlalchemy](https://pypi.org/project/sqlalchemy) | 1.4.39 | Database Abstraction Library [sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.12.2 | a graphic SQLite Client in 1 Python file [sqlite_fts4](https://pypi.org/project/sqlite_fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search [sqlite_utils](https://pypi.org/project/sqlite_utils) | 3.26 | CLI tool and Python utility functions for manipulating SQLite databases [sqlparse](https://pypi.org/project/sqlparse) | 0.4.2 | Non-validating SQL parser [srsly](https://pypi.org/project/srsly) | 2.4.4 | Modern high-performance serialization utilities for Python [sspyrs](https://pypi.org/project/sspyrs) | 0.2 | Lightweight interface for SSRS reports to python [starlette](https://pypi.org/project/starlette) | 0.19.1 | The little ASGI library that shines. [statsmodels](https://pypi.org/project/statsmodels) | 0.13.2 | Statistical computations and models for Python [streamlit](https://pypi.org/project/streamlit) | 1.4.0 | The fastest way to build data apps in Python [streamz](https://pypi.org/project/streamz) | 0.6.3 | Streams [supersmoother](https://pypi.org/project/supersmoother) | 0.4 | Python implementation of Friedman's Supersmoother [swifter](https://pypi.org/project/swifter) | 1.0.9 | A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner [sympy](https://pypi.org/project/sympy) | 1.11.1 | Computer algebra system (CAS) in Python [tables](https://pypi.org/project/tables) | 3.7.0 | Hierarchical datasets for Python [tabulate](https://pypi.org/project/tabulate) | 0.8.9 | Pretty-print tabular data [tbats](https://pypi.org/project/tbats) | 1.1.0 | BATS and TBATS for time series forecasting [tbb](https://pypi.org/project/tbb) | 2021.6.0 | Intel(R) Threading Building Blocks [tblib](https://pypi.org/project/tblib) | 1.7.0 | Traceback serialization library. [tenacity](https://pypi.org/project/tenacity) | 8.0.1 | Retry code until it succeeds [termcolor](https://pypi.org/project/termcolor) | 1.1.0 | ANSII Color formatting for output in terminal. [terminado](https://pypi.org/project/terminado) | 0.15.0 | Terminals served to xterm.js using Tornado websockets [text_unidecode](https://pypi.org/project/text_unidecode) | 1.3 | The most basic Text::Unidecode port [textdistance](https://pypi.org/project/textdistance) | 4.2.2 | Compute distance between the two texts. [textwrap3](https://pypi.org/project/textwrap3) | 0.9.2 | textwrap from Python 3.6 backport (plus a few tweaks) [thinc](https://pypi.org/project/thinc) | 8.1.0 | Practical Machine Learning for NLP [threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.1.0 | threadpoolctl [three_merge](https://pypi.org/project/three_merge) | 0.1.1 | Simple library for merging two strings with respect to a base one [tifffile](https://pypi.org/project/tifffile) | 2022.5.4 | Read and write TIFF(r) files [tinycss2](https://pypi.org/project/tinycss2) | 1.1.1 | tinycss2 [toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language [tomli](https://pypi.org/project/tomli) | 2.0.1 | A lil' TOML parser [tomli_w](https://pypi.org/project/tomli_w) | 1.0.0 | A lil' TOML writer [tomlkit](https://pypi.org/project/tomlkit) | 0.11.1 | Style preserving TOML library [toolz](https://pypi.org/project/toolz) | 0.11.2 | List processing tools and functional utilities [torch](https://pypi.org/project/torch) | 1.12.1 | Tensors and Dynamic neural networks in Python with strong GPU acceleration [torchaudio](https://pypi.org/project/torchaudio) | 0.12.1 | An audio package for PyTorch [torchvision](https://pypi.org/project/torchvision) | 0.13.1 | image and video datasets and models for torch deep learning [tornado](https://pypi.org/project/tornado) | 6.1 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. [tqdm](https://pypi.org/project/tqdm) | 4.64.0 | Fast, Extensible Progress Meter [traitlets](https://pypi.org/project/traitlets) | 5.4.0 | Traitlets Python config system [traittypes](https://pypi.org/project/traittypes) | 0.2.1 | Scipy trait types [trio](https://pypi.org/project/trio) | 0.21.0 | A friendly Python library for async concurrency and I/O [trio_asyncio](https://pypi.org/project/trio_asyncio) | 0.12.0 | A re-implementation of the asyncio mainloop on top of Trio [twine](https://pypi.org/project/twine) | 4.0.1 | Collection of utilities for publishing packages on PyPI [twitter](https://pypi.org/project/twitter) | 1.19.2 | An API and command-line toolset for Twitter (twitter.com) [typer](https://pypi.org/project/typer) | 0.4.2 | Typer, build great CLIs. Easy to code. Based on Python type hints. [typing_extensions](https://pypi.org/project/typing_extensions) | 4.3.0 | Backported and Experimental Type Hints for Python 3.5+ [tzdata](https://pypi.org/project/tzdata) | 2022.1 | Provider of IANA time zone data [tzlocal](https://pypi.org/project/tzlocal) | 4.2 | tzinfo object for the local timezone [ujson](https://pypi.org/project/ujson) | 5.3.0 | Ultra fast JSON encoder and decoder for Python [umap_learn](https://pypi.org/project/umap_learn) | 0.5.1 | Uniform Manifold Approximation and Projection [uncertainties](https://pypi.org/project/uncertainties) | 3.1.6 | Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives [urllib3](https://pypi.org/project/urllib3) | 1.26.10 | HTTP library with thread-safe connection pooling, file post, and more. [uvicorn](https://pypi.org/project/uvicorn) | 0.18.2 | The lightning-fast ASGI server. [validators](https://pypi.org/project/validators) | 0.18.2 | Python Data Validation for Humans™. [vega](https://pypi.org/project/vega) | 3.6.0 | A Jupyter widget for Vega 5 and Vega-Lite 4 [vega_datasets](https://pypi.org/project/vega_datasets) | 0.9.0 | A Python package for offline access to Vega datasets [virtualenv](https://pypi.org/project/virtualenv) | 20.14.1 | Virtual Python Environment builder [vitables](https://pypi.org/project/vitables) | 3.0.2 | A viewer for PyTables package [wasabi](https://pypi.org/project/wasabi) | 0.10.1 | A lightweight console printing and formatting toolkit [wasmer](https://pypi.org/project/wasmer) | 1.1.0 | Python extension to run WebAssembly binaries [wasmer_compiler_cranelift](https://pypi.org/project/wasmer_compiler_cranelift) | 1.1.0 | The Cranelift compiler for the `wasmer` package (to compile WebAssembly module) [wasmer_compiler_singlepass](https://pypi.org/project/wasmer_compiler_singlepass) | 1.1.0 | Python extension to run WebAssembly binaries [watchdog](https://pypi.org/project/watchdog) | 2.1.8 | Filesystem events monitoring [wcwidth](https://pypi.org/project/wcwidth) | 0.2.5 | Measures number of Terminal column cells of wide-character codes [webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content [websocket_client](https://pypi.org/project/websocket_client) | 1.4.1 | WebSocket client for Python. hybi13 is supported. [werkzeug](https://pypi.org/project/werkzeug) | 2.1.2 | The comprehensive WSGI web application library. [whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.2 | A patch parsing and application library. [wheel](https://pypi.org/project/wheel) | 0.37.1 | A built-package format for Python [widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 3.6.1 | IPython HTML widgets for Jupyter [winpython](http://winpython.github.io/) | 5.0.20220918 | WinPython distribution tools, including WPPM [wordcloud](https://pypi.org/project/wordcloud) | 1.8.1 | A little word cloud generator [wrapt](https://pypi.org/project/wrapt) | 1.14.1 | Module for decorators, wrappers and monkey patching. [wsproto](https://pypi.org/project/wsproto) | 1.1.0 | WebSockets state-machine based protocol implementation [xarray](https://pypi.org/project/xarray) | 2022.6.0 | N-D labeled arrays and datasets in Python [xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.0.3 | A Python module for creating Excel XLSX files. [xlwings](https://pypi.org/project/xlwings) | 0.24.7 | Make Excel fly: Interact with Excel from Python and vice versa. [xmltodict](https://pypi.org/project/xmltodict) | 0.13.0 | Makes working with XML feel like you are working with JSON [xyzservices](https://pypi.org/project/xyzservices) | 2022.6.0 | Source of XYZ tiles providers [yapf](https://pypi.org/project/yapf) | 0.32.0 | A formatter for Python code. [yarl](https://pypi.org/project/yarl) | 1.7.2 | Yet another URL library [zarr](https://pypi.org/project/zarr) | 2.11.3 | An implementation of chunked, compressed, N-dimensional arrays for Python. [zict](https://pypi.org/project/zict) | 2.2.0 | Mutable mapping tools [zipp](https://pypi.org/project/zipp) | 3.8.0 | Backport of pathlib-compatible object wrapper for zip files [zstandard](https://pypi.org/project/zstandard) | 0.17.0 | Zstandard bindings for Python

WinPython 3.11.0.0

The following packages are included in WinPython-64bit v3.11.0.0 rc2.

### Tools Name | Version | Description -----|---------|------------ [Nodejs](https://nodejs.org) | v16.16.0 | a JavaScript runtime built on Chrome's V8 JavaScript engine [npmjs](https://www.npmjs.com/) | 8.11.0 | a package manager for JavaScript [Pandoc](https://pandoc.org/) | 2.3 | a universal document converter ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.11.0 | Python programming language with standard library [adodbapi](https://pypi.org/project/adodbapi) | 2.6.1.3 | A pure Python package implementing PEP 249 DB-API using Microsoft ADO. [affine](https://pypi.org/project/affine) | 2.3.1 | Matrices describing affine transformation of the plane. [aiofiles](https://pypi.org/project/aiofiles) | 0.8.0 | File support for asyncio. [aiohttp](https://pypi.org/project/aiohttp) | 3.8.1 | Async http client/server framework (asyncio) [aiosignal](https://pypi.org/project/aiosignal) | 1.2.0 | aiosignal: a list of registered asynchronous callbacks [aiosqlite](https://pypi.org/project/aiosqlite) | 0.17.0 | asyncio bridge to the standard sqlite3 module [alabaster](https://pypi.org/project/alabaster) | 0.7.12 | A configurable sidebar-enabled Sphinx theme [alembic](https://pypi.org/project/alembic) | 1.8.0 | A database migration tool for SQLAlchemy. [algopy](https://pypi.org/project/algopy) | 0.5.7 | ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation [altair](https://pypi.org/project/altair) | 4.2.0 | Altair: A declarative statistical visualization library for Python. [altair_data_server](https://pypi.org/project/altair_data_server) | 0.4.1 | A background data server for Altair charts. [altair_transform](https://pypi.org/project/altair_transform) | 0.2.0 | A python engine for evaluating Altair transforms. [altair_widgets](https://pypi.org/project/altair_widgets) | 0.2.2 | Altair Widgets: An interactive visualization for statistical data for Python. [amply](https://pypi.org/project/amply) | 0.1.5 | Amply allows you to load and manipulate AMPL/GLPK data as Python data structures [aniso8601](https://pypi.org/project/aniso8601) | 9.0.1 | A library for parsing ISO 8601 strings. [ansiwrap](https://pypi.org/project/ansiwrap) | 0.8.4 | textwrap, but savvy to ANSI colors and styles [anyio](https://pypi.org/project/anyio) | 3.6.1 | High level compatibility layer for multiple asynchronous event loop implementations [appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [argon2_cffi](https://pypi.org/project/argon2_cffi) | 21.3.0 | The secure Argon2 password hashing algorithm. [argon2_cffi_bindings](https://pypi.org/project/argon2_cffi_bindings) | 21.2.0 | Low-level CFFI bindings for Argon2 [asciitree](https://pypi.org/project/asciitree) | 0.3.3 | Draws ASCII trees. [asgi_csrf](https://pypi.org/project/asgi_csrf) | 0.9 | ASGI middleware for protecting against CSRF attacks [asgiref](https://pypi.org/project/asgiref) | 3.5.2 | ASGI specs, helper code, and adapters [asn1crypto](https://pypi.org/project/asn1crypto) | 1.4.0 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP [asteval](https://pypi.org/project/asteval) | 0.9.27 | Safe, minimalistic evaluator of python expression using ast module [astroid](https://pypi.org/project/astroid) | 2.11.5 | An abstract syntax tree for Python with inference support. [asttokens](https://pypi.org/project/asttokens) | 2.0.5 | Annotate AST trees with source code positions [async_generator](https://pypi.org/project/async_generator) | 1.10 | Async generators and context managers for Python 3.5+ [async_timeout](https://pypi.org/project/async_timeout) | 4.0.2 | Timeout context manager for asyncio programs [atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes. [attrs](https://pypi.org/project/attrs) | 22.1.0 | Classes Without Boilerplate [autopep8](https://pypi.org/project/autopep8) | 1.6.0 | A tool that automatically formats Python code to conform to the PEP 8 style guide [babel](https://pypi.org/project/babel) | 2.10.3 | Internationalization utilities [backcall](https://pypi.org/project/backcall) | 0.2.0 | Specifications for callback functions passed in to an API [backports_abc](https://pypi.org/project/backports_abc) | 0.5 | A backport of recent additions to the 'collections.abc' module. [baresql](https://pypi.org/project/baresql) | 0.7.6 | playing SQL directly on Python datas [beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.11.1 | Screen-scraping library [black](https://pypi.org/project/black) | 22.6.0 | The uncompromising code formatter. [bleach](https://pypi.org/project/bleach) | 5.0.0 | An easy safelist-based HTML-sanitizing tool. [blinker](https://pypi.org/project/blinker) | 1.4 | Fast, simple object-to-object and broadcast signaling [blosc](https://pypi.org/project/blosc) | 1.10.6 | Blosc data compressor [bokeh](https://pypi.org/project/bokeh) | 2.4.3 | Interactive plots and applications in the browser from Python [bottleneck](https://pypi.org/project/bottleneck) | 1.3.4 | Fast NumPy array functions written in C [bqplot](https://pypi.org/project/bqplot) | 0.12.36 | Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets. [branca](https://pypi.org/project/branca) | 0.5.0 | Generate complex HTML+JS pages with Python [brewer2mpl](https://pypi.org/project/brewer2mpl) | 1.4.1 | Connect colorbrewer2.org color maps to Python and matplotlib [brotli](https://pypi.org/project/brotli) | 1.0.9 | Python bindings for the Brotli compression library [cachelib](https://pypi.org/project/cachelib) | 0.9.0 | A collection of cache libraries in the same API interface. [certifi](https://pypi.org/project/certifi) | 2022.5.18.1 | Python package for providing Mozilla's CA Bundle. [cffi](https://pypi.org/project/cffi) | 1.15.0 | Foreign Function Interface for Python calling C code. [cftime](https://pypi.org/project/cftime) | 1.6.0 | Time-handling functionality from netcdf4-python [charset_normalizer](https://pypi.org/project/charset_normalizer) | 2.0.12 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. [click](https://pypi.org/project/click) | 8.0.4 | Composable command line interface toolkit [click_default_group](https://pypi.org/project/click_default_group) | 1.2.2 | Extends click.Group to invoke a command without explicit subcommand name [click_plugins](https://pypi.org/project/click_plugins) | 1.1.1 | An extension module for click to enable registering CLI commands via setuptools entry-points. [cligj](https://pypi.org/project/cligj) | 0.7.2 | Click params for commmand line interfaces to GeoJSON [cloudpickle](https://pypi.org/project/cloudpickle) | 2.1.0 | Extended pickling support for Python objects [clr_loader](https://pypi.org/project/clr_loader) | 0.1.7 | Generic pure Python loader for .NET runtimes [clrmagic](https://pypi.org/project/clrmagic) | 0.0.1a2 | IPython cell magic to use .NET languages [colorama](https://pypi.org/project/colorama) | 0.4.4 | Cross-platform colored terminal text. [colorcet](https://pypi.org/project/colorcet) | 3.0.0 | Collection of perceptually uniform colormaps [commonmark](https://pypi.org/project/commonmark) | 0.9.1 | Python parser for the CommonMark Markdown spec [coverage](https://pypi.org/project/coverage) | 6.4.1 | Code coverage measurement for Python [cramjam](https://pypi.org/project/cramjam) | 2.5.0 | Thin Python bindings to de/compression algorithms in Rust [cryptography](https://pypi.org/project/cryptography) | 3.4.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers. [csvs_to_sqlite](https://pypi.org/project/csvs_to_sqlite) | 1.3.1a0 | Convert CSV files into a SQLite database [cycler](https://pypi.org/project/cycler) | 0.11.0 | Composable style cycles [cython](https://pypi.org/project/cython) | 0.29.32 | The Cython compiler for writing C extensions for the Python language. [cytoolz](https://pypi.org/project/cytoolz) | 0.11.2 | Cython implementation of Toolz: High performance functional utilities [dash](https://pypi.org/project/dash) | 2.6.0 | A Python framework for building reactive web-apps. Developed by Plotly. [dash_core_components](https://pypi.org/project/dash_core_components) | 2.0.0 | Core component suite for Dash [dash_html_components](https://pypi.org/project/dash_html_components) | 2.0.0 | Vanilla HTML components for Dash [dash_table](https://pypi.org/project/dash_table) | 5.0.0 | Dash table [dask](https://pypi.org/project/dask) | 2022.9.1 | Parallel PyData with Task Scheduling [dask_image](https://pypi.org/project/dask_image) | 2021.12.0 | Distributed image processing [dask_labextension](https://pypi.org/project/dask_labextension) | 5.3.0 | A Jupyter Notebook server extension manages Dask clusters. [dask_searchcv](https://pypi.org/project/dask_searchcv) | 0.2.0 | Tools for doing hyperparameter search with Scikit-Learn and Dask [databases](https://pypi.org/project/databases) | 0.5.5 | Async database support for Python. [datasette](https://pypi.org/project/datasette) | 0.61.1 | A tool for exploring and publishing data [datasette_graphql](https://pypi.org/project/datasette_graphql) | 2.0.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases [dateparser](https://pypi.org/project/dateparser) | 1.1.0 | Date parsing library designed to parse dates from HTML pages [db.py](https://pypi.org/project/db.py) | 0.5.4b1 | a db package that doesn't suck [deap](https://pypi.org/project/deap) | 1.3.1 | Distributed Evolutionary Algorithms in Python [debugpy](https://pypi.org/project/debugpy) | 1.6.2 | An implementation of the Debug Adapter Protocol for Python [decorator](https://pypi.org/project/decorator) | 4.4.2 | Decorators for Humans [defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules [deprecated](https://pypi.org/project/deprecated) | 1.2.13 | Python @deprecated decorator to deprecate old python classes, functions or methods. [deprecation](https://pypi.org/project/deprecation) | 2.1.0 | A library to handle automated deprecations [dill](https://pypi.org/project/dill) | 0.3.5 | serialize all of python [distlib](https://pypi.org/project/distlib) | 0.3.4 | Distribution utilities [distributed](https://pypi.org/project/distributed) | 2022.9.1 | Distributed scheduler for Dask [django](https://pypi.org/project/django) | 4.0.5 | A high-level Python web framework that encourages rapid development and clean, pragmatic design. [docopt](https://pypi.org/project/docopt) | 0.6.2 | Pythonic argument parser, that will make you smile [docrepr](https://pypi.org/project/docrepr) | 0.1.1 | docrepr renders Python docstrings in HTML [docutils](https://pypi.org/project/docutils) | 0.17.1 | Docutils -- Python Documentation Utilities [emcee](https://pypi.org/project/emcee) | 3.1.2 | The Python ensemble sampling toolkit for MCMC [entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages. [et_xmlfile](https://pypi.org/project/et_xmlfile) | 1.1.0 | An implementation of lxml.xmlfile for the standard library [executing](https://pypi.org/project/executing) | 0.9.1 | Get the currently executing AST node of a frame, and other information [fast_histogram](https://pypi.org/project/fast_histogram) | 0.11 | Fast simple 1D and 2D histograms [fastapi](https://pypi.org/project/fastapi) | 0.79.0 | FastAPI framework, high performance, easy to learn, fast to code, ready for production [fasteners](https://pypi.org/project/fasteners) | 0.17.3 | A python package that provides useful locks. [fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.15.3 | Fastest Python implementation of JSON schema [fastparquet](https://pypi.org/project/fastparquet) | 0.8.0 | Python support for Parquet file format [filelock](https://pypi.org/project/filelock) | 3.7.1 | A platform independent file lock. [filterpy](https://pypi.org/project/filterpy) | 1.4.5 | Kalman filtering and optimal estimation library [flask](https://pypi.org/project/flask) | 2.1.3 | A simple framework for building complex web applications. [flask_accepts](https://pypi.org/project/flask_accepts) | 0.18.4 | Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow [flask_compress](https://pypi.org/project/flask_compress) | 1.12 | Compress responses in your Flask app with gzip. [flask_mail](https://pypi.org/project/flask_mail) | 0.9.1 | Flask extension for sending email [flask_restx](https://pypi.org/project/flask_restx) | 0.5.1 | Fully featured framework for fast, easy and documented API development with Flask [flask_session](https://pypi.org/project/flask_session) | 0.4.0 | Adds server-side session support to your Flask application [flask_sqlalchemy](https://pypi.org/project/flask_sqlalchemy) | 2.5.1 | Adds SQLAlchemy support to your Flask application. [flaskerize](https://pypi.org/project/flaskerize) | 0.14.0 | Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python. [flit](https://pypi.org/project/flit) | 3.7.1 | A simple packaging tool for simple packages. [flit_core](https://pypi.org/project/flit_core) | 3.7.1 | Distribution-building parts of Flit. See flit package for more information [folium](https://pypi.org/project/folium) | 0.12.1 | Make beautiful maps with Leaflet.js & Python [fonttools](https://pypi.org/project/fonttools) | 4.34.4 | Tools to manipulate font files [formlayout](https://pypi.org/project/formlayout) | 1.2.1a1 | The most easy way to create Qt form dialogs and widgets with Python [frozenlist](https://pypi.org/project/frozenlist) | 1.3.0 | A list-like structure which implements collections.abc.MutableSequence [fs](https://pypi.org/project/fs) | 2.4.15 | Python's filesystem abstraction layer [fsspec](https://pypi.org/project/fsspec) | 2022.7.1 | File-system specification [future](https://pypi.org/project/future) | 0.18.2 | Clean single-source support for Python 3 and 2 [fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python [gdal](https://pypi.org/project/gdal) | 3.4.3 | GDAL: Geospatial Data Abstraction Library [geographiclib](https://pypi.org/project/geographiclib) | 1.52 | The geodesic routines from GeographicLib [geopy](https://pypi.org/project/geopy) | 2.2.0 | Python Geocoding Toolbox [gitdb](https://pypi.org/project/gitdb) | 4.0.9 | Git Object Database [gitpython](https://pypi.org/project/gitpython) | 3.1.26 | Python Git Library [graphene](https://pypi.org/project/graphene) | 3.1 | GraphQL Framework for Python [graphql_core](https://pypi.org/project/graphql_core) | 3.2.1 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL. [graphql_relay](https://pypi.org/project/graphql_relay) | 3.2.0 | Relay library for graphql-core-next [great_expectations](https://pypi.org/project/great_expectations) | 0.14.11 | Always know what to expect from your data. [greenlet](https://pypi.org/project/greenlet) | 2.0.0a3.dev0 | Lightweight in-process concurrent programming [guidata](https://pypi.org/project/guidata) | 2.3.0 | Automatic graphical user interfaces generation for easy dataset editing and display [h11](https://pypi.org/project/h11) | 0.12.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1 [h2](https://pypi.org/project/h2) | 4.1.0 | HTTP/2 State-Machine based protocol implementation [h5py](https://pypi.org/project/h5py) | 3.7.0 | Read and write HDF5 files from Python [heapdict](https://pypi.org/project/heapdict) | 1.0.1 | a heap with decrease-key and increase-key operations [holoviews](https://pypi.org/project/holoviews) | 1.15.0 | Stop plotting your data - annotate your data and let it visualize itself. [hpack](https://pypi.org/project/hpack) | 4.0.0 | Pure-Python HPACK header compression [html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification [httpcore](https://pypi.org/project/httpcore) | 0.15.0 | A minimal low-level HTTP client. [httpie](https://pypi.org/project/httpie) | 3.2.1 | HTTPie - a CLI, cURL-like tool for humans. [httpx](https://pypi.org/project/httpx) | 0.23.0 | The next generation HTTP client. [hupper](https://pypi.org/project/hupper) | 1.10.3 | Integrated process monitor for developing and reloading daemons. [husl](https://pypi.org/project/husl) | 4.0.3 | Human-friendly HSL [hvplot](https://pypi.org/project/hvplot) | 0.8.0 | A high-level plotting API for the PyData ecosystem built on HoloViews. [hypercorn](https://pypi.org/project/hypercorn) | 0.13.2 | A ASGI Server based on Hyper libraries and inspired by Gunicorn. [hyperframe](https://pypi.org/project/hyperframe) | 6.0.1 | HTTP/2 framing layer for Python [hypothesis](https://pypi.org/project/hypothesis) | 6.46.9 | A library for property-based testing [idlex](https://pypi.org/project/idlex) | 1.22 | IDLE Extensions for Python [idna](https://pypi.org/project/idna) | 3.1 | Internationalized Domain Names in Applications (IDNA) [imageio](https://pypi.org/project/imageio) | 2.19.3 | Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. [imageio_ffmpeg](https://pypi.org/project/imageio_ffmpeg) | 0.4.2 | FFMPEG wrapper for Python [imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file [imbalanced_learn](https://pypi.org/project/imbalanced_learn) | 0.9.1 | Toolbox for imbalanced dataset in machine learning. [importlib_metadata](https://pypi.org/project/importlib_metadata) | 4.12.0 | Read metadata from Python packages [iniconfig](https://pypi.org/project/iniconfig) | 1.1.1 | iniconfig: brain-dead simple config-ini parsing [intake](https://pypi.org/project/intake) | 0.6.4 | Data load and catalog system [ipycanvas](https://pypi.org/project/ipycanvas) | 0.13.1 | Interactive widgets library exposing the browser's Canvas API [ipykernel](https://pypi.org/project/ipykernel) | 6.15.3 | IPython Kernel for Jupyter [ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.17.1 | A Jupyter widget for dynamic Leaflet maps [ipympl](https://pypi.org/project/ipympl) | 0.9.2 | Matplotlib Jupyter Extension [ipython](https://pypi.org/project/ipython) | 8.4.0 | IPython: Productive Interactive Computing [ipython_genutils](https://pypi.org/project/ipython_genutils) | 0.2.0 | Vestigial utilities from IPython [ipython_sql](https://pypi.org/project/ipython_sql) | 0.4.1b1 | RDBMS access via IPython [ipywidgets](https://pypi.org/project/ipywidgets) | 7.7.1 | IPython HTML widgets for Jupyter [isort](https://pypi.org/project/isort) | 5.10.1 | A Python utility / library to sort Python imports. [itsdangerous](https://pypi.org/project/itsdangerous) | 2.1.2 | Various helpers to pass data to untrusted environments and back. [janus](https://pypi.org/project/janus) | 1.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads [jedi](https://pypi.org/project/jedi) | 0.18.1 | An autocompletion tool for Python that can be used for text editors. [jinja2](https://pypi.org/project/jinja2) | 3.0.3 | A small but fast and easy to use stand-alone template engine written in pure python. [joblib](https://pypi.org/project/joblib) | 1.1.0 | Lightweight pipelining: using Python functions as pipeline jobs. [json5](https://pypi.org/project/json5) | 0.9.8 | A Python implementation of the JSON5 data format. [jsonpatch](https://pypi.org/project/jsonpatch) | 1.32 | Apply JSON-Patches (RFC 6902) [jsonpointer](https://pypi.org/project/jsonpointer) | 2.3 | Identify specific nodes in a JSON document (RFC 6901) [jsonschema](https://pypi.org/project/jsonschema) | 4.6.2 | An implementation of JSON Schema validation for Python [julia](https://pypi.org/project/julia) | 0.5.7 | Julia/Python bridge with IPython support. [jupyter](https://pypi.org/project/jupyter) | 1.0.0 | Jupyter metapackage. Install all the Jupyter components in one go. [jupyter_bokeh](https://pypi.org/project/jupyter_bokeh) | 3.0.4 | A Jupyter extension for rendering Bokeh content. [jupyter_client](https://pypi.org/project/jupyter_client) | 7.3.4 | Jupyter protocol implementation and client libraries [jupyter_console](https://pypi.org/project/jupyter_console) | 6.4.4 | Jupyter terminal console [jupyter_core](https://pypi.org/project/jupyter_core) | 4.11.1 | Jupyter core package. A base package on which Jupyter projects rely. [jupyter_lsp](https://pypi.org/project/jupyter_lsp) | 1.5.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server [jupyter_packaging](https://pypi.org/project/jupyter_packaging) | 0.12.2 | Jupyter Packaging Utilities [jupyter_server](https://pypi.org/project/jupyter_server) | 1.18.1 | The Jupyter Server [jupyter_server_mathjax](https://pypi.org/project/jupyter_server_mathjax) | 0.2.6 | MathJax resources as a Jupyter Server Extension. [jupyter_server_proxy](https://pypi.org/project/jupyter_server_proxy) | 3.2.1 | Jupyter server extension to supervise and proxy web services [jupyter_sphinx](https://pypi.org/project/jupyter_sphinx) | 0.4.0 | Jupyter Sphinx Extensions [jupyterlab](https://pypi.org/project/jupyterlab) | 3.4.7 | The JupyterLab notebook server extension. [jupyterlab_git](https://pypi.org/project/jupyterlab_git) | 0.34.2 | A server extension for JupyterLab's git extension [jupyterlab_launcher](https://pypi.org/project/jupyterlab_launcher) | 0.13.1 | Jupyter Launcher [jupyterlab_lsp](https://pypi.org/project/jupyterlab_lsp) | 3.10.1 | Language Server Protocol integration for JupyterLab [jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) | 0.2.2 | Pygments theme [jupyterlab_server](https://pypi.org/project/jupyterlab_server) | 2.15.1 | JupyterLab Server [jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) | 3.0.3 | JupyterLab extension providing HTML widgets [keyring](https://pypi.org/project/keyring) | 23.5.0 | Store and access your passwords safely. [kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.3 | A fast implementation of the Cassowary constraint solver [lazy_object_proxy](https://pypi.org/project/lazy_object_proxy) | 1.7.1 | A fast and thorough lazy object proxy. [lmfit](https://pypi.org/project/lmfit) | 1.0.3 | Least-Squares Minimization with Bounds and Constraints [locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python for Linux and Windows [loky](https://pypi.org/project/loky) | 3.1.0 | A robust implementation of concurrent.futures.ProcessPoolExecutor [lxml](https://pypi.org/project/lxml) | 4.9.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [lz4](https://pypi.org/project/lz4) | 4.0.1 | LZ4 Bindings for Python [mako](https://pypi.org/project/mako) | 1.2.0 | A super-fast templating language that borrows the best ideas from the existing templating languages. [markdown](https://pypi.org/project/markdown) | 3.3.7 | Python implementation of Markdown. [markupsafe](https://pypi.org/project/markupsafe) | 2.1.1 | Safely add untrusted strings to HTML/XML markup. [marshmallow](https://pypi.org/project/marshmallow) | 3.12.1 | A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib](https://pypi.org/project/matplotlib) | 3.5.2 | Python plotting package [matplotlib_inline](https://pypi.org/project/matplotlib_inline) | 0.1.6 | Inline Matplotlib backend for Jupyter [mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8 [mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities [mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍. [metakernel](https://pypi.org/project/metakernel) | 0.28.2 | Metakernel for Jupyter [missingno](https://pypi.org/project/missingno) | 0.5.1 | Missing data visualization module for Python. [mistune](https://pypi.org/project/mistune) | 0.8.4 | The fastest markdown parser in pure Python [mizani](https://pypi.org/project/mizani) | 0.7.4 | Scales for Python [mkl_service](https://pypi.org/project/mkl_service) | 2.4.0 | Python bindings to some MKL service functions [mlxtend](https://pypi.org/project/mlxtend) | 0.18.0 | Machine Learning Library Extensions [moviepy](https://pypi.org/project/moviepy) | 1.0.3 | Video editing with Python [mpl_scatter_density](https://pypi.org/project/mpl_scatter_density) | 0.7 | Matplotlib helpers to make density scatter plots [mpld3](https://pypi.org/project/mpld3) | 0.5.8 | D3 Viewer for Matplotlib [mpldatacursor](https://pypi.org/project/mpldatacursor) | 0.7.1 | Interactive data cursors for Matplotlib [mpmath](https://pypi.org/project/mpmath) | 1.2.1 | Python library for arbitrary-precision floating-point arithmetic [msgpack](https://pypi.org/project/msgpack) | 1.0.4 | MessagePack (de)serializer. [msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.32.31326 | Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories [multidict](https://pypi.org/project/multidict) | 6.0.2 | multidict implementation [mypy](https://pypi.org/project/mypy) | 0.971 | Optional static typing for Python [mypy_extensions](https://pypi.org/project/mypy_extensions) | 0.4.3 | Experimental type system extensions for programs checked with the mypy typechecker. [mysql_connector_python](https://pypi.org/project/mysql_connector_python) | 8.0.21 | MySQL driver written in Python [nbclassic](https://pypi.org/project/nbclassic) | 0.4.3 | Jupyter Notebook as a Jupyter Server Extension. [nbclient](https://pypi.org/project/nbclient) | 0.6.6 | A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor. [nbconvert](https://pypi.org/project/nbconvert) | 6.5.0 | Converting Jupyter Notebooks [nbconvert_reportlab](https://pypi.org/project/nbconvert_reportlab) | 0.2 | Convert notebooks to PDF using Reportlab [nbdime](https://pypi.org/project/nbdime) | 3.1.1 | Diff and merge of Jupyter Notebooks [nbformat](https://pypi.org/project/nbformat) | 5.4.0 | The Jupyter Notebook format [nbval](https://pypi.org/project/nbval) | 0.9.6 | A py.test plugin to validate Jupyter notebooks [nest_asyncio](https://pypi.org/project/nest_asyncio) | 1.5.5 | Patch asyncio to allow nested event loops [netcdf4](https://pypi.org/project/netcdf4) | 1.6.0 | Provides an object-oriented python interface to the netCDF version 4 library. [networkx](https://pypi.org/project/networkx) | 2.8.6 | Python package for creating and manipulating graphs and networks [nltk](https://pypi.org/project/nltk) | 3.7 | Natural Language Toolkit [notebook](https://pypi.org/project/notebook) | 6.4.12 | A web-based notebook environment for interactive computing [notebook_shim](https://pypi.org/project/notebook_shim) | 0.1.0 | A shim layer for notebook traits and config [ntlm_auth](https://pypi.org/project/ntlm_auth) | 1.5.0 | Creates NTLM authentication structures [numcodecs](https://pypi.org/project/numcodecs) | 0.10.0 | A Python package providing buffer compression and transformation codecs for use in data storage and communication applications. [numdifftools](https://pypi.org/project/numdifftools) | 0.9.40 | Solves automatic numerical differentiation problems in one or more variables. [numexpr](https://pypi.org/project/numexpr) | 2.8.3 | Fast numerical expression evaluator for NumPy [numpy](https://pypi.org/project/numpy) | 1.22.4+mkl | NumPy is the fundamental package for array computing with Python. [numpydoc](https://pypi.org/project/numpydoc) | 1.3 | Sphinx extension to support docstrings in Numpy format [oct2py](https://pypi.org/project/oct2py) | 5.4.3 | Python to GNU Octave bridge --> run m-files from python. [octave_kernel](https://pypi.org/project/octave_kernel) | 0.34.1 | A Jupyter kernel for Octave. [openpyxl](https://pypi.org/project/openpyxl) | 3.0.10 | A Python library to read/write Excel 2010 xlsx/xlsm files [orjson](https://pypi.org/project/orjson) | 3.7.3 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy [outcome](https://pypi.org/project/outcome) | 1.1.0 | Capture the outcome of Python function calls. [packaging](https://pypi.org/project/packaging) | 21.3 | Core utilities for Python packages [palettable](https://pypi.org/project/palettable) | 3.3.0 | Color palettes for Python [pandas](https://pypi.org/project/pandas) | 1.4.3 | Powerful data structures for data analysis, time series, and statistics [pandas_datareader](https://pypi.org/project/pandas_datareader) | 0.10.0 | Data readers extracted from the pandas codebase,should be compatible with recent pandas versions [pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.0 | Utilities for writing pandoc filters in python [panel](https://pypi.org/project/panel) | 0.13.1 | A high level app and dashboarding solution for Python. [papermill](https://pypi.org/project/papermill) | 2.4.0 | Parametrize and run Jupyter and nteract Notebooks [param](https://pypi.org/project/param) | 1.12.2 | Declarative Python programming using Parameters. [parambokeh](https://pypi.org/project/parambokeh) | 0.2.3 | ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server. [paramnb](https://pypi.org/project/paramnb) | 2.0.4 | Generate ipywidgets from Parameterized objects in the notebook [parso](https://pypi.org/project/parso) | 0.8.3 | A Python Parser [partd](https://pypi.org/project/partd) | 1.2.0 | Appendable key-value storage [pathspec](https://pypi.org/project/pathspec) | 0.9.0 | Utility library for gitignore style pattern matching of file paths. [patsy](https://pypi.org/project/patsy) | 0.5.2+dev | A Python package for describing statistical models and for building design matrices. [pdfrw](https://pypi.org/project/pdfrw) | 0.4.post2 | PDF file reader/writer library [pdvega](https://pypi.org/project/pdvega) | 0.2.1.dev0 | Pandas plotting interface to Vega and Vega-Lite [pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker [pexpect](https://pypi.org/project/pexpect) | 4.8.0 | Pexpect allows easy control of interactive console applications. [pg8000](https://pypi.org/project/pg8000) | 1.23.0 | PostgreSQL interface library [pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support [pillow](https://pypi.org/project/pillow) | 9.2.0 | Python Imaging Library (Fork) [pims](https://pypi.org/project/pims) | 0.6.1 | Python Image Sequence [pint](https://pypi.org/project/pint) | 0.19.2 | Physical quantities module [pip](https://pypi.org/project/pip) | 22.2.2 | The PyPA recommended tool for installing Python packages. [pkginfo](https://pypi.org/project/pkginfo) | 1.8.3 | Query metadatdata from sdists / bdists / installed packages. [platformdirs](https://pypi.org/project/platformdirs) | 2.5.2 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [plotly](https://pypi.org/project/plotly) | 5.9.0 | An open-source, interactive graphing library for Python [plotnine](https://pypi.org/project/plotnine) | 0.9.0 | A grammar of graphics for python [pluggy](https://pypi.org/project/pluggy) | 1.0.0 | plugin and hook calling mechanisms for python [ply](https://pypi.org/project/ply) | 3.11 | Python Lex & Yacc [pmdarima](https://pypi.org/project/pmdarima) | 1.8.6.dev0 | Python's forecast::auto.arima equivalent [polars](https://pypi.org/project/polars) | 0.14.11 | Blazingly fast DataFrame library [portpicker](https://pypi.org/project/portpicker) | 1.5.0 | A library to choose unique available network ports. [ppci](https://pypi.org/project/ppci) | 0.5.8 | A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python [prettytable](https://pypi.org/project/prettytable) | 3.3.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format. [priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree [proglog](https://pypi.org/project/proglog) | 0.1.10 | Log and progress bar manager for console, notebooks, web... [prometheus_client](https://pypi.org/project/prometheus_client) | 0.14.1 | Python client for the Prometheus monitoring system. [prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.29 | Library for building powerful interactive command lines in Python [protobuf](https://pypi.org/project/protobuf) | 4.0.0rc1 | Protocol Buffers [psutil](https://pypi.org/project/psutil) | 5.9.0 | Cross-platform lib for process and system monitoring in Python. [ptpython](https://pypi.org/project/ptpython) | 3.0.20 | Python REPL build on top of prompt_toolkit [ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal [pulp](https://pypi.org/project/pulp) | 2.3 | PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems. [pure_eval](https://pypi.org/project/pure_eval) | 0.2.2 | Safely evaluate AST nodes without side effects [py](https://pypi.org/project/py) | 1.11.0 | library with cross-python path, ini-parsing, io, code, log facilities [py_lru_cache](https://pypi.org/project/py_lru_cache) | 0.1.4 | LRU cache for python. Provides a dictionary-like object as well as a method decorator. [pyaml](https://pypi.org/project/pyaml) | 20.4.0 | PyYAML-based module to produce pretty and readable YAML-serialized data [pyaudio](https://pypi.org/project/pyaudio) | 0.2.11 | Bindings for PortAudio v19, the cross-platform audio input/output stream library. [pybars3](https://pypi.org/project/pybars3) | 0.9.7 | Handlebars.js templating for Python 3 and 2 [pybind11](https://pypi.org/project/pybind11) | 2.9.2 | Seamless operability between C++11 and Python [pycodestyle](https://pypi.org/project/pycodestyle) | 2.8.0 | Python style guide checker [pycosat](https://pypi.org/project/pycosat) | 0.6.3 | bindings to picosat (a SAT solver) [pycparser](https://pypi.org/project/pycparser) | 2.21 | C parser in Python [pyct](https://pypi.org/project/pyct) | 0.4.8 | python package common tasks for users (e.g. copy examples, fetch data, ...) [pydantic](https://pypi.org/project/pydantic) | 1.9.1 | Data validation and settings management using python 3.6 type hinting [pydeck](https://pypi.org/project/pydeck) | 0.7.1 | Widget for deck.gl maps [pyepsg](https://pypi.org/project/pyepsg) | 0.4.0 | Easy access to the EPSG database via http epsg.io/ [pyflakes](https://pypi.org/project/pyflakes) | 2.4.0 | passive checker of Python programs [pyflux](https://pypi.org/project/pyflux) | 0.4.17 | PyFlux: A time-series analysis library for Python [pygad](https://pypi.org/project/pygad) | 2.17.0 | PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch). [pygame](https://pypi.org/project/pygame) | 2.1.2 | Python Game Development [pygments](https://pypi.org/project/pygments) | 2.12.0 | Pygments is a syntax highlighting package written in Python. [pyhdf](https://pypi.org/project/pyhdf) | 0.10.5 | pyhdf: Python interface to the NCSA HDF4 library. [pylint](https://pypi.org/project/pylint) | 2.14.0 | python code static checker [pymeta3](https://pypi.org/project/pymeta3) | 0.5.1 | Pattern-matching language based on OMeta for Python 3 and 2 [pyopengl](https://pypi.org/project/pyopengl) | 3.1.6 | Standard OpenGL bindings for Python [pypandoc](https://pypi.org/project/pypandoc) | 1.5 | Thin wrapper for pandoc. [pyparsing](https://pypi.org/project/pyparsing) | 2.4.7 | Python parsing module [pyqt6](https://pypi.org/project/pyqt6) | 6.2.2 | [pyqt6_qt6](https://pypi.org/project/pyqt6_qt6) | 6.2.2 | [pyqt6_sip](https://pypi.org/project/pyqt6_sip) | 13.4.0 | [pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.12.4 | Scientific Graphics and GUI Library for Python [pyrsistent](https://pypi.org/project/pyrsistent) | 0.18.1 | Persistent/Functional/Immutable data structures [pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension [pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https github.com/Anorov/PySocks for more information. [pystache](https://pypi.org/project/pystache) | 0.5.4 | Mustache for Python [pytest](https://pypi.org/project/pytest) | 7.1.1 | pytest: simple powerful testing with Python [python_baseconv](https://pypi.org/project/python_baseconv) | 1.2.2 | Convert numbers from base 10 integers to base X strings and back again. [python_dateutil](https://pypi.org/project/python_dateutil) | 2.8.2 | Extensions to the standard Python datetime module [python_dotenv](https://pypi.org/project/python_dotenv) | 0.19.2 | Add .env support to your django/flask apps in development and deployments [python_hdf4](https://pypi.org/project/python_hdf4) | 0.10.0+dummy | Python-HDF4: Python interface to the NCSA HDF4 library. [python_lsp_jsonrpc](https://pypi.org/project/python_lsp_jsonrpc) | 1.0.0 | JSON RPC 2.0 server library [python_lsp_server](https://pypi.org/project/python_lsp_server) | 1.5.0 | Python Language Server for the Language Server Protocol [python_multipart](https://pypi.org/project/python_multipart) | 0.0.5 | A streaming multipart parser for Python [python_picard](https://pypi.org/project/python_picard) | 0.7 | Preconditoned ICA for Real Data [python_snappy](https://pypi.org/project/python_snappy) | 0.6.1 | Python library for the snappy compression library from Google [pythonnet](https://pypi.org/project/pythonnet) | 3.0.0rc1 | .Net and Mono integration for Python [pythonqwt](https://pypi.org/project/pythonqwt) | 0.10.2 | Qt plotting widgets for Python [pytz](https://pypi.org/project/pytz) | 2022.1 | World timezone definitions, modern and historical [pytz_deprecation_shim](https://pypi.org/project/pytz_deprecation_shim) | 0.1.0.post0 | Shims to make deprecation of pytz easier [pyviz_comms](https://pypi.org/project/pyviz_comms) | 2.2.0 | Bidirectional communication for the PyViz ecosystem. [pywavelets](https://pypi.org/project/pywavelets) | 1.3.0 | PyWavelets, wavelet transform module [pywin32](https://pypi.org/project/pywin32) | 304.0 | Python for Window Extensions [pywin32_ctypes](https://pypi.org/project/pywin32_ctypes) | 0.2.0 | A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi) [pywinpty](https://pypi.org/project/pywinpty) | 2.0.5 | Python bindings for the winpty library [pywinusb](https://pypi.org/project/pywinusb) | 0.4.2 | A package that simplifies USB/HID communications on windows [pyyaml](https://pypi.org/project/pyyaml) | 6.0 | YAML parser and emitter for Python [pyzmq](https://pypi.org/project/pyzmq) | 23.2.0 | Python bindings for 0MQ [pyzo](https://pypi.org/project/pyzo) | 4.12.4.dev0 | the Python IDE for scientific computing [qtconsole](https://pypi.org/project/qtconsole) | 5.3.2 | Jupyter Qt console [qtpy](https://pypi.org/project/qtpy) | 2.2.0 | Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets. [quart](https://pypi.org/project/quart) | 0.17.0 | A Python ASGI web microframework with the same API as Flask [rasterio](https://pypi.org/project/rasterio) | 1.2.10 | Fast and direct raster I/O for use with Numpy and SciPy [readme_renderer](https://pypi.org/project/readme_renderer) | 35.0 | readme_renderer is a library for rendering "readme" descriptions for Warehouse [redis](https://pypi.org/project/redis) | 4.3.1 | Python client for Redis key-value store [regex](https://pypi.org/project/regex) | 2022.6.2 | Alternative regular expression module, to replace re. [reportlab](https://pypi.org/project/reportlab) | 3.6.10 | The Reportlab Toolkit [requests](https://pypi.org/project/requests) | 2.28.1 | Python HTTP for Humans. [requests_ntlm](https://pypi.org/project/requests_ntlm) | 1.1.0 | This package allows for HTTP NTLM authentication using the requests library. [requests_toolbelt](https://pypi.org/project/requests_toolbelt) | 0.9.1 | A utility belt for advanced users of python-requests [rfc3986](https://pypi.org/project/rfc3986) | 1.5.0 | Validating URI References per RFC 3986 [rich](https://pypi.org/project/rich) | 12.4.4 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal [rise](https://pypi.org/project/rise) | 5.7.1 | Reveal.js - Jupyter/IPython Slideshow Extension [ruamel.yaml](https://pypi.org/project/ruamel.yaml) | 0.17.17 | a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order [rx](https://pypi.org/project/rx) | 3.1.1 | Reactive Extensions (Rx) for Python [scikit_fuzzy](https://pypi.org/project/scikit_fuzzy) | 0.4.1 | Fuzzy logic toolkit for SciPy [scikit_image](https://pypi.org/project/scikit_image) | 0.19.3 | Image processing routines for SciPy [scikit_learn](https://pypi.org/project/scikit_learn) | 1.1.1 | A set of python modules for machine learning and data mining [scikit_optimize](https://pypi.org/project/scikit_optimize) | 0.9.0 | Sequential model-based optimization toolbox. [scilab2py](https://pypi.org/project/scilab2py) | 0.6.2 | Python to Scilab bridge [scipy](https://pypi.org/project/scipy) | 1.8.1 | SciPy: Scientific Library for Python [scramp](https://pypi.org/project/scramp) | 1.4.1 | An implementation of the SCRAM protocol. [seaborn](https://pypi.org/project/seaborn) | 0.12.0 | seaborn: statistical data visualization [send2trash](https://pypi.org/project/send2trash) | 1.8.0 | Send file to trash natively under Mac OS X, Windows and Linux. [setuptools](https://pypi.org/project/setuptools) | 64.0.3 | Easily download, build, install, upgrade, and uninstall Python packages [simpervisor](https://pypi.org/project/simpervisor) | 0.4 | Simple async process supervisor [simplegeneric](https://pypi.org/project/simplegeneric) | 0.8.1 | Simple generic functions (similar to Python's own len(), pickle.dump(), etc.) [simplejson](https://pypi.org/project/simplejson) | 3.17.6 | Simple, fast, extensible JSON encoder/decoder for Python [simpy](https://pypi.org/project/simpy) | 4.0.1 | Event discrete, process based simulation for Python. [six](https://pypi.org/project/six) | 1.16.0 | Python 2 and 3 compatibility utilities [slicerator](https://pypi.org/project/slicerator) | 1.1.0 | A lazy-loading, fancy-sliceable iterable. [smmap](https://pypi.org/project/smmap) | 5.0.0 | A pure Python implementation of a sliding window memory map manager [snakeviz](https://pypi.org/project/snakeviz) | 2.1.0 | A web-based viewer for Python profiler output [sniffio](https://pypi.org/project/sniffio) | 1.2.0 | Sniff out which async library your code is running under [snowballstemmer](https://pypi.org/project/snowballstemmer) | 2.2.0 | This package provides 26 stemmers for 25 languages generated from Snowball algorithms. [snuggs](https://pypi.org/project/snuggs) | 1.4.7 | Snuggs are s-expressions for Numpy [sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set [sounddevice](https://pypi.org/project/sounddevice) | 0.4.4 | Play and Record Sound with Python [soupsieve](https://pypi.org/project/soupsieve) | 2.3.2.post1 | A modern CSS selector implementation for Beautiful Soup. [sphinx](https://pypi.org/project/sphinx) | 5.0.2 | Tool for generating documentation which uses reStructuredText as its markup language [sphinx_rtd_theme](https://pypi.org/project/sphinx_rtd_theme) | 1.0.0 | Read the Docs theme for Sphinx [sphinxcontrib_applehelp](https://pypi.org/project/sphinxcontrib_applehelp) | 1.0.2 | sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books [sphinxcontrib_devhelp](https://pypi.org/project/sphinxcontrib_devhelp) | 1.0.2 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document. [sphinxcontrib_htmlhelp](https://pypi.org/project/sphinxcontrib_htmlhelp) | 2.0.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files [sphinxcontrib_jsmath](https://pypi.org/project/sphinxcontrib_jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript [sphinxcontrib_qthelp](https://pypi.org/project/sphinxcontrib_qthelp) | 1.0.3 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document. [sphinxcontrib_serializinghtml](https://pypi.org/project/sphinxcontrib_serializinghtml) | 1.1.5 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle). [sqlalchemy](https://pypi.org/project/sqlalchemy) | 1.4.39 | Database Abstraction Library [sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.12.2 | a graphic SQLite Client in 1 Python file [sqlite_fts4](https://pypi.org/project/sqlite_fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search [sqlite_utils](https://pypi.org/project/sqlite_utils) | 3.26 | CLI tool and Python utility functions for manipulating SQLite databases [sqlparse](https://pypi.org/project/sqlparse) | 0.4.2 | Non-validating SQL parser [sspyrs](https://pypi.org/project/sspyrs) | 0.2 | Lightweight interface for SSRS reports to python [stack_data](https://pypi.org/project/stack_data) | 0.3.0 | Extract data from python stack frames and tracebacks for informative displays [starlette](https://pypi.org/project/starlette) | 0.19.1 | The little ASGI library that shines. [statsmodels](https://pypi.org/project/statsmodels) | 0.13.2 | Statistical computations and models for Python [streamz](https://pypi.org/project/streamz) | 0.6.3 | Streams [supersmoother](https://pypi.org/project/supersmoother) | 0.4 | Python implementation of Friedman's Supersmoother [swifter](https://pypi.org/project/swifter) | 1.0.9 | A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner [sympy](https://pypi.org/project/sympy) | 1.11.1 | Computer algebra system (CAS) in Python [tables](https://pypi.org/project/tables) | 3.7.0 | Hierarchical datasets for Python [tabulate](https://pypi.org/project/tabulate) | 0.8.9 | Pretty-print tabular data [tbats](https://pypi.org/project/tbats) | 1.1.0 | BATS and TBATS for time series forecasting [tblib](https://pypi.org/project/tblib) | 1.7.0 | Traceback serialization library. [tenacity](https://pypi.org/project/tenacity) | 8.0.1 | Retry code until it succeeds [termcolor](https://pypi.org/project/termcolor) | 1.1.0 | ANSII Color formatting for output in terminal. [terminado](https://pypi.org/project/terminado) | 0.15.0 | Terminals served to xterm.js using Tornado websockets [textwrap3](https://pypi.org/project/textwrap3) | 0.9.2 | textwrap from Python 3.6 backport (plus a few tweaks) [threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.1.0 | threadpoolctl [tifffile](https://pypi.org/project/tifffile) | 2022.5.4 | Read and write TIFF(r) files [tinycss2](https://pypi.org/project/tinycss2) | 1.1.1 | tinycss2 [toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language [tomli](https://pypi.org/project/tomli) | 2.0.1 | A lil' TOML parser [tomli_w](https://pypi.org/project/tomli_w) | 1.0.0 | A lil' TOML writer [tomlkit](https://pypi.org/project/tomlkit) | 0.11.1 | Style preserving TOML library [toolz](https://pypi.org/project/toolz) | 0.11.2 | List processing tools and functional utilities [tornado](https://pypi.org/project/tornado) | 6.1 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. [tqdm](https://pypi.org/project/tqdm) | 4.64.0 | Fast, Extensible Progress Meter [traitlets](https://pypi.org/project/traitlets) | 5.4.0 | Traitlets Python config system [traittypes](https://pypi.org/project/traittypes) | 0.2.1 | Scipy trait types [trio](https://pypi.org/project/trio) | 0.21.0 | A friendly Python library for async concurrency and I/O [trio_asyncio](https://pypi.org/project/trio_asyncio) | 0.12.0 | A re-implementation of the asyncio mainloop on top of Trio [twine](https://pypi.org/project/twine) | 4.0.1 | Collection of utilities for publishing packages on PyPI [twitter](https://pypi.org/project/twitter) | 1.19.2 | An API and command-line toolset for Twitter (twitter.com) [typing_extensions](https://pypi.org/project/typing_extensions) | 4.3.0 | Backported and Experimental Type Hints for Python 3.5+ [tzdata](https://pypi.org/project/tzdata) | 2022.1 | Provider of IANA time zone data [tzlocal](https://pypi.org/project/tzlocal) | 4.2 | tzinfo object for the local timezone [ujson](https://pypi.org/project/ujson) | 5.3.0 | Ultra fast JSON encoder and decoder for Python [uncertainties](https://pypi.org/project/uncertainties) | 3.1.6 | Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives [urllib3](https://pypi.org/project/urllib3) | 1.26.10 | HTTP library with thread-safe connection pooling, file post, and more. [uvicorn](https://pypi.org/project/uvicorn) | 0.18.2 | The lightning-fast ASGI server. [vega](https://pypi.org/project/vega) | 3.6.0 | A Jupyter widget for Vega 5 and Vega-Lite 4 [vega_datasets](https://pypi.org/project/vega_datasets) | 0.9.0 | A Python package for offline access to Vega datasets [virtualenv](https://pypi.org/project/virtualenv) | 20.14.1 | Virtual Python Environment builder [vitables](https://pypi.org/project/vitables) | 3.0.2 | A viewer for PyTables package [wasmer](https://pypi.org/project/wasmer) | 1.1.0 | Python extension to run WebAssembly binaries [wasmer_compiler_cranelift](https://pypi.org/project/wasmer_compiler_cranelift) | 1.1.0 | The Cranelift compiler for the `wasmer` package (to compile WebAssembly module) [wasmer_compiler_singlepass](https://pypi.org/project/wasmer_compiler_singlepass) | 1.1.0 | Python extension to run WebAssembly binaries [wcwidth](https://pypi.org/project/wcwidth) | 0.2.5 | Measures number of Terminal column cells of wide-character codes [webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content [websocket_client](https://pypi.org/project/websocket_client) | 1.4.1 | WebSocket client for Python. hybi13 is supported. [werkzeug](https://pypi.org/project/werkzeug) | 2.1.2 | The comprehensive WSGI web application library. [wheel](https://pypi.org/project/wheel) | 0.37.1 | A built-package format for Python [widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 3.6.1 | IPython HTML widgets for Jupyter [winpython](http://winpython.github.io/) | 5.0.20220918 | WinPython distribution tools, including WPPM [wordcloud](https://pypi.org/project/wordcloud) | 1.8.1 | A little word cloud generator [wrapt](https://pypi.org/project/wrapt) | 1.14.1 | Module for decorators, wrappers and monkey patching. [wsproto](https://pypi.org/project/wsproto) | 1.1.0 | WebSockets state-machine based protocol implementation [xarray](https://pypi.org/project/xarray) | 2022.6.0 | N-D labeled arrays and datasets in Python [xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.0.3 | A Python module for creating Excel XLSX files. [xlwings](https://pypi.org/project/xlwings) | 0.24.7 | Make Excel fly: Interact with Excel from Python and vice versa. [xmltodict](https://pypi.org/project/xmltodict) | 0.13.0 | Makes working with XML feel like you are working with JSON [xyzservices](https://pypi.org/project/xyzservices) | 2022.6.0 | Source of XYZ tiles providers [yarl](https://pypi.org/project/yarl) | 1.7.2 | Yet another URL library [zarr](https://pypi.org/project/zarr) | 2.11.3 | An implementation of chunked, compressed, N-dimensional arrays for Python. [zict](https://pypi.org/project/zict) | 2.2.0 | Mutable mapping tools [zipp](https://pypi.org/project/zipp) | 3.8.0 | Backport of pathlib-compatible object wrapper for zip files [zstd](https://pypi.org/project/zstd) | 1.5.2.5 | ZSTD Bindings for Python

Do I understand correctly that WinPython-64bit v3.10.7.0 b3 uses pip to install numpy and scipy from the following links? https://pypi.org/project/numpy/ https://pypi.org/project/scipy/

If so, why does WinPython-64bit v3.10.7.0 b3 contain scipy v1.9.0? scipy v1.9.1 was released 2022-August-26.

Do I understand correctly that WinPython-64bit v3.10.7.0 b3 uses pip to install numpy and scipy from the following links? https://pypi.org/project/numpy/ https://pypi.org/project/scipy/

If so, why does WinPython-64bit v3.10.7.0 b3 contain scipy v1.9.0? scipy v1.9.1 was released 2022-August-26.

well, it's a miss

b4 (2022-10-16: Python updates)

Changes from WinPython 2022-03 b3

Infrastructure:
- cPython-3.10.8,
- a bug corrected in winpython pipdeptree replacement: "wppm -p" and "wppm -r"
- upgraded some pyscript examples to 2022.09.1 syntax
- New Packages:
- xgboost (because in panel pyodide example)
- exceptiongroup (backport from Python-3.11, for trio)
Upgraded Packages:
- numpy-1.23.4 for python-3.10
- numba-0.56.3 , pandas-1.5.0
- polars-0.14.19, panel-0.14.0, jupyterlab-3.4.8
- trio-0.22.0
Removed Packages:
variation per version:
- for Python-3.10 : mkl is added as Christoph Gohkle wheels are progressively replaced per standard wheels,

Areas of particular interest for testers:

numba with numpy-1.23.4 on Python-3.10
duckdb, polars ... : the 'next generation' of pandas,
pyodide / pyscript examples

Next build effort: rc

Python-3.11.0 final

MD5	SHA-1	SHA-256	Binary	Size	SHA3-256
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c4112eb524196316ccf711df97820ceb	7eccc437a5c1dd750514d7ce9753e149fffe835f	ac8eaa0e3f90fe79c45a62159a6bc194387b279bfc467a81a5d4d203b311bcc2	Winpython32-3.10.8.0dotb4.exe	26 269 280 Bytes	378ac2fbd6a0076a25fc7e28595a6c33783fef12990ade3cf8d47188d4aa9250
85538a05af371eb884992412d721b3d6	7625e97437a4c868d3f5f50061478de896083126	8ce40dc5348b0a84363f6d137e58d545c1e5a5497b95842b05f73c4dfa1eeaae	Winpython64-3.10.8.0b4.exe	828 566 769 Bytes	514502af7c11005e3d979646250998d4611ea752ba7ce3dc88b978cc9fc1241e

WinPython 3.10.8.0 b4

The following packages are included in WinPython-64bit v3.10.8.0 b4.

### Tools Name | Version | Description -----|---------|------------ [Nodejs](https://nodejs.org) | v16.16.0 | a JavaScript runtime built on Chrome's V8 JavaScript engine [npmjs](https://www.npmjs.com/) | 8.11.0 | a package manager for JavaScript [Pandoc](https://pandoc.org/) | 2.3 | a universal document converter ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.10.8 | Python programming language with standard library [adodbapi](https://pypi.org/project/adodbapi) | 2.6.1.3 | A pure Python package implementing PEP 249 DB-API using Microsoft ADO. [affine](https://pypi.org/project/affine) | 2.3.1 | Matrices describing affine transformation of the plane. [aiofiles](https://pypi.org/project/aiofiles) | 0.8.0 | File support for asyncio. [aiohttp](https://pypi.org/project/aiohttp) | 3.8.1 | Async http client/server framework (asyncio) [aiosignal](https://pypi.org/project/aiosignal) | 1.2.0 | aiosignal: a list of registered asynchronous callbacks [aiosqlite](https://pypi.org/project/aiosqlite) | 0.17.0 | asyncio bridge to the standard sqlite3 module [alabaster](https://pypi.org/project/alabaster) | 0.7.12 | A configurable sidebar-enabled Sphinx theme [alembic](https://pypi.org/project/alembic) | 1.8.0 | A database migration tool for SQLAlchemy. [algopy](https://pypi.org/project/algopy) | 0.5.7 | ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation [altair](https://pypi.org/project/altair) | 4.2.0 | Altair: A declarative statistical visualization library for Python. [altair_data_server](https://pypi.org/project/altair_data_server) | 0.4.1 | A background data server for Altair charts. [altair_transform](https://pypi.org/project/altair_transform) | 0.2.0 | A python engine for evaluating Altair transforms. [altair_widgets](https://pypi.org/project/altair_widgets) | 0.2.2 | Altair Widgets: An interactive visualization for statistical data for Python. [amply](https://pypi.org/project/amply) | 0.1.5 | Amply allows you to load and manipulate AMPL/GLPK data as Python data structures [aniso8601](https://pypi.org/project/aniso8601) | 9.0.1 | A library for parsing ISO 8601 strings. [ansiwrap](https://pypi.org/project/ansiwrap) | 0.8.4 | textwrap, but savvy to ANSI colors and styles [anyio](https://pypi.org/project/anyio) | 3.6.1 | High level compatibility layer for multiple asynchronous event loop implementations [appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [argon2_cffi](https://pypi.org/project/argon2_cffi) | 21.3.0 | The secure Argon2 password hashing algorithm. [argon2_cffi_bindings](https://pypi.org/project/argon2_cffi_bindings) | 21.2.0 | Low-level CFFI bindings for Argon2 [arrow](https://pypi.org/project/arrow) | 1.2.2 | Better dates & times for Python [asciitree](https://pypi.org/project/asciitree) | 0.3.3 | Draws ASCII trees. [asgi_csrf](https://pypi.org/project/asgi_csrf) | 0.9 | ASGI middleware for protecting against CSRF attacks [asgiref](https://pypi.org/project/asgiref) | 3.5.2 | ASGI specs, helper code, and adapters [asn1crypto](https://pypi.org/project/asn1crypto) | 1.4.0 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP [asteval](https://pypi.org/project/asteval) | 0.9.27 | Safe, minimalistic evaluator of python expression using ast module [astor](https://pypi.org/project/astor) | 0.8.1 | Read/rewrite/write Python ASTs [astroid](https://pypi.org/project/astroid) | 2.11.5 | An abstract syntax tree for Python with inference support. [astroml](https://pypi.org/project/astroml) | 1.0.2.post1 | tools for machine learning and data mining in Astronomy [astropy](https://pypi.org/project/astropy) | 5.1 | Community-developed python astronomy tools [async_generator](https://pypi.org/project/async_generator) | 1.10 | Async generators and context managers for Python 3.5+ [async_timeout](https://pypi.org/project/async_timeout) | 4.0.2 | Timeout context manager for asyncio programs [atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes. [attrs](https://pypi.org/project/attrs) | 22.1.0 | Classes Without Boilerplate [autopep8](https://pypi.org/project/autopep8) | 1.6.0 | A tool that automatically formats Python code to conform to the PEP 8 style guide [babel](https://pypi.org/project/babel) | 2.10.3 | Internationalization utilities [backcall](https://pypi.org/project/backcall) | 0.2.0 | Specifications for callback functions passed in to an API [backports_abc](https://pypi.org/project/backports_abc) | 0.5 | A backport of recent additions to the 'collections.abc' module. [baresql](https://pypi.org/project/baresql) | 0.7.6 | playing SQL directly on Python datas [base58](https://pypi.org/project/base58) | 2.1.1 | Base58 and Base58Check implementation [bcrypt](https://pypi.org/project/bcrypt) | 3.2.0 | Modern password hashing for your software and your servers [beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.11.1 | Screen-scraping library [binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text. [black](https://pypi.org/project/black) | 22.10.0 | The uncompromising code formatter. [bleach](https://pypi.org/project/bleach) | 5.0.0 | An easy safelist-based HTML-sanitizing tool. [blinker](https://pypi.org/project/blinker) | 1.4 | Fast, simple object-to-object and broadcast signaling [blis](https://pypi.org/project/blis) | 0.7.8 | The Blis BLAS-like linear algebra library, as a self-contained C-extension. [blosc](https://pypi.org/project/blosc) | 1.10.6 | Blosc data compressor [bokeh](https://pypi.org/project/bokeh) | 2.4.3 | Interactive plots and applications in the browser from Python [botorch](https://pypi.org/project/botorch) | 0.6.2 | Bayesian Optimization in PyTorch [bottleneck](https://pypi.org/project/bottleneck) | 1.3.4 | Fast NumPy array functions written in C [bqplot](https://pypi.org/project/bqplot) | 0.12.36 | Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets. [branca](https://pypi.org/project/branca) | 0.5.0 | Generate complex HTML+JS pages with Python [brewer2mpl](https://pypi.org/project/brewer2mpl) | 1.4.1 | Connect colorbrewer2.org color maps to Python and matplotlib [brotli](https://pypi.org/project/brotli) | 1.0.9 | Python bindings for the Brotli compression library [cachelib](https://pypi.org/project/cachelib) | 0.9.0 | A collection of cache libraries in the same API interface. [cachetools](https://pypi.org/project/cachetools) | 5.2.0 | Extensible memoizing collections and decorators [cartopy](https://pypi.org/project/cartopy) | 0.20.2 | A cartographic python library with Matplotlib support for visualisation [catalogue](https://pypi.org/project/catalogue) | 2.0.8 | Super lightweight function registries for your library [certifi](https://pypi.org/project/certifi) | 2022.9.24 | Python package for providing Mozilla's CA Bundle. [cffi](https://pypi.org/project/cffi) | 1.15.0 | Foreign Function Interface for Python calling C code. [cftime](https://pypi.org/project/cftime) | 1.6.0 | Time-handling functionality from netcdf4-python [chardet](https://pypi.org/project/chardet) | 5.0.0 | Universal encoding detector for Python 2 and 3 [charset_normalizer](https://pypi.org/project/charset_normalizer) | 2.0.12 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. [click](https://pypi.org/project/click) | 8.0.4 | Composable command line interface toolkit [click_default_group](https://pypi.org/project/click_default_group) | 1.2.2 | Extends click.Group to invoke a command without explicit subcommand name [click_plugins](https://pypi.org/project/click_plugins) | 1.1.1 | An extension module for click to enable registering CLI commands via setuptools entry-points. [cligj](https://pypi.org/project/cligj) | 0.7.2 | Click params for commmand line interfaces to GeoJSON [cloudpickle](https://pypi.org/project/cloudpickle) | 2.1.0 | Extended pickling support for Python objects [clr_loader](https://pypi.org/project/clr_loader) | 0.1.7 | Generic pure Python loader for .NET runtimes [clrmagic](https://pypi.org/project/clrmagic) | 0.0.1a2 | IPython cell magic to use .NET languages [colorama](https://pypi.org/project/colorama) | 0.4.4 | Cross-platform colored terminal text. [colorcet](https://pypi.org/project/colorcet) | 3.0.1 | Collection of perceptually uniform colormaps [commonmark](https://pypi.org/project/commonmark) | 0.9.1 | Python parser for the CommonMark Markdown spec [cookiecutter](https://pypi.org/project/cookiecutter) | 2.1.1 | A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template. [coverage](https://pypi.org/project/coverage) | 6.4.1 | Code coverage measurement for Python [cramjam](https://pypi.org/project/cramjam) | 2.5.0 | Thin Python bindings to de/compression algorithms in Rust [cryptography](https://pypi.org/project/cryptography) | 3.4.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers. [csvs_to_sqlite](https://pypi.org/project/csvs_to_sqlite) | 1.3.1a0 | Convert CSV files into a SQLite database [cvxopt](https://pypi.org/project/cvxopt) | 1.3.0 | Convex optimization package [cvxpy](https://pypi.org/project/cvxpy) | 1.2.1 | A domain-specific language for modeling convex optimization problems in Python. [cycler](https://pypi.org/project/cycler) | 0.11.0 | Composable style cycles [cymem](https://pypi.org/project/cymem) | 2.0.6 | Manage calls to calloc/free through Cython [cython](https://pypi.org/project/cython) | 0.29.32 | The Cython compiler for writing C extensions for the Python language. [cytoolz](https://pypi.org/project/cytoolz) | 0.12.0 | Cython implementation of Toolz: High performance functional utilities [dash](https://pypi.org/project/dash) | 2.6.2 | A Python framework for building reactive web-apps. Developed by Plotly. [dash_core_components](https://pypi.org/project/dash_core_components) | 2.0.0 | Core component suite for Dash [dash_html_components](https://pypi.org/project/dash_html_components) | 2.0.0 | Vanilla HTML components for Dash [dash_table](https://pypi.org/project/dash_table) | 5.0.0 | Dash table [dask](https://pypi.org/project/dask) | 2022.10.0 | Parallel PyData with Task Scheduling [dask_glm](https://pypi.org/project/dask_glm) | 0.2.0 | Generalized Linear Models with Dask [dask_image](https://pypi.org/project/dask_image) | 2022.9.0 | Distributed image processing [dask_labextension](https://pypi.org/project/dask_labextension) | 5.3.0 | A Jupyter Notebook server extension manages Dask clusters. [dask_ml](https://pypi.org/project/dask_ml) | 2022.5.27 | A library for distributed and parallel machine learning [dask_searchcv](https://pypi.org/project/dask_searchcv) | 0.2.0 | Tools for doing hyperparameter search with Scikit-Learn and Dask [databases](https://pypi.org/project/databases) | 0.5.5 | Async database support for Python. [datasette](https://pypi.org/project/datasette) | 0.61.1 | A tool for exploring and publishing data [datasette_graphql](https://pypi.org/project/datasette_graphql) | 2.1.1 | Datasette plugin providing an automatic GraphQL API for your SQLite databases [datashader](https://pypi.org/project/datashader) | 0.14.1 | Data visualization toolchain based on aggregating into a grid [datashape](https://pypi.org/project/datashape) | 0.5.2 | A data description language. [dateparser](https://pypi.org/project/dateparser) | 1.1.0 | Date parsing library designed to parse dates from HTML pages [db.py](https://pypi.org/project/db.py) | 0.5.4b1 | a db package that doesn't suck [deap](https://pypi.org/project/deap) | 1.3.1 | Distributed Evolutionary Algorithms in Python [debugpy](https://pypi.org/project/debugpy) | 1.6.2 | An implementation of the Debug Adapter Protocol for Python [decorator](https://pypi.org/project/decorator) | 4.4.2 | Decorators for Humans [defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules [deprecated](https://pypi.org/project/deprecated) | 1.2.13 | Python @deprecated decorator to deprecate old python classes, functions or methods. [deprecation](https://pypi.org/project/deprecation) | 2.1.0 | A library to handle automated deprecations [diff_match_patch](https://pypi.org/project/diff_match_patch) | 20200713 | Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text. [dill](https://pypi.org/project/dill) | 0.3.5 | serialize all of python [distlib](https://pypi.org/project/distlib) | 0.3.4 | Distribution utilities [distributed](https://pypi.org/project/distributed) | 2022.10.0 | Distributed scheduler for Dask [django](https://pypi.org/project/django) | 4.1.2 | A high-level Python web framework that encourages rapid development and clean, pragmatic design. [docopt](https://pypi.org/project/docopt) | 0.6.2 | Pythonic argument parser, that will make you smile [docrepr](https://pypi.org/project/docrepr) | 0.1.1 | docrepr renders Python docstrings in HTML [docutils](https://pypi.org/project/docutils) | 0.17.1 | Docutils -- Python Documentation Utilities [duckdb](https://pypi.org/project/duckdb) | 0.5.1 | DuckDB embedded database [ecos](https://pypi.org/project/ecos) | 2.0.10 | This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information. [emcee](https://pypi.org/project/emcee) | 3.1.2 | The Python ensemble sampling toolkit for MCMC [entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages. [et_xmlfile](https://pypi.org/project/et_xmlfile) | 1.1.0 | An implementation of lxml.xmlfile for the standard library [exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.0.0rc9 | [fast_histogram](https://pypi.org/project/fast_histogram) | 0.11 | Fast simple 1D and 2D histograms [fastai](https://pypi.org/project/fastai) | 2.7.7 | fastai makes deep learning with PyTorch faster, more accurate, and easier [fastapi](https://pypi.org/project/fastapi) | 0.85.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production [fastcore](https://pypi.org/project/fastcore) | 1.5.11 | Python supercharged for fastai development [fastdownload](https://pypi.org/project/fastdownload) | 0.0.7 | A general purpose data downloading library. [fasteners](https://pypi.org/project/fasteners) | 0.17.3 | A python package that provides useful locks. [fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.16.2 | Fastest Python implementation of JSON schema [fastparquet](https://pypi.org/project/fastparquet) | 0.8.3 | Python support for Parquet file format [fastprogress](https://pypi.org/project/fastprogress) | 1.0.3 | A nested progress with plotting options for fastai [feather_format](https://pypi.org/project/feather_format) | 0.4.1 | Simple wrapper library to the Apache Arrow-based Feather File Format [filelock](https://pypi.org/project/filelock) | 3.7.1 | A platform independent file lock. [filterpy](https://pypi.org/project/filterpy) | 1.4.5 | Kalman filtering and optimal estimation library [fiona](https://pypi.org/project/fiona) | 1.8.21 | Fiona reads and writes spatial data files [flake8](https://pypi.org/project/flake8) | 4.0.1 | the modular source code checker: pep8, pyflakes and co [flask](https://pypi.org/project/flask) | 2.2.2 | A simple framework for building complex web applications. [flask_accepts](https://pypi.org/project/flask_accepts) | 0.18.4 | Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow [flask_compress](https://pypi.org/project/flask_compress) | 1.13 | Compress responses in your Flask app with gzip. [flask_mail](https://pypi.org/project/flask_mail) | 0.9.1 | Flask extension for sending email [flask_restx](https://pypi.org/project/flask_restx) | 0.5.1 | Fully featured framework for fast, easy and documented API development with Flask [flask_session](https://pypi.org/project/flask_session) | 0.4.0 | Adds server-side session support to your Flask application [flask_sqlalchemy](https://pypi.org/project/flask_sqlalchemy) | 2.5.1 | Adds SQLAlchemy support to your Flask application. [flaskerize](https://pypi.org/project/flaskerize) | 0.14.0 | Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python. [flit](https://pypi.org/project/flit) | 3.7.1 | A simple packaging tool for simple packages. [flit_core](https://pypi.org/project/flit_core) | 3.7.1 | Distribution-building parts of Flit. See flit package for more information [folium](https://pypi.org/project/folium) | 0.13.0 | Make beautiful maps with Leaflet.js & Python [fonttools](https://pypi.org/project/fonttools) | 4.37.4 | Tools to manipulate font files [formlayout](https://pypi.org/project/formlayout) | 1.2.1a1 | The most easy way to create Qt form dialogs and widgets with Python [frozenlist](https://pypi.org/project/frozenlist) | 1.3.0 | A list-like structure which implements collections.abc.MutableSequence [fs](https://pypi.org/project/fs) | 2.4.15 | Python's filesystem abstraction layer [fsspec](https://pypi.org/project/fsspec) | 2022.7.1 | File-system specification [future](https://pypi.org/project/future) | 0.18.2 | Clean single-source support for Python 3 and 2 [fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python [gdal](https://pypi.org/project/gdal) | 3.4.3 | GDAL: Geospatial Data Abstraction Library [geographiclib](https://pypi.org/project/geographiclib) | 1.52 | The geodesic routines from GeographicLib [geopandas](https://pypi.org/project/geopandas) | 0.10.2 | Geographic pandas extensions [geopy](https://pypi.org/project/geopy) | 2.2.0 | Python Geocoding Toolbox [geoviews](https://pypi.org/project/geoviews) | 1.9.5 | GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research. [gitdb](https://pypi.org/project/gitdb) | 4.0.9 | Git Object Database [gitpython](https://pypi.org/project/gitpython) | 3.1.26 | Python Git Library [gmpy2](https://pypi.org/project/gmpy2) | 2.1.2 | GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x [gpytorch](https://pypi.org/project/gpytorch) | 1.9.0 | An implementation of Gaussian Processes in Pytorch [graphene](https://pypi.org/project/graphene) | 3.1.1 | GraphQL Framework for Python [graphql_core](https://pypi.org/project/graphql_core) | 3.2.3 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL. [graphql_relay](https://pypi.org/project/graphql_relay) | 3.2.0 | Relay library for graphql-core-next [great_expectations](https://pypi.org/project/great_expectations) | 0.14.11 | Always know what to expect from your data. [greenlet](https://pypi.org/project/greenlet) | 1.1.2 | Lightweight in-process concurrent programming [guidata](https://pypi.org/project/guidata) | 2.3.0 | Automatic graphical user interfaces generation for easy dataset editing and display [guiqwt](https://pypi.org/project/guiqwt) | 4.3.1 | guiqwt is a set of tools for curve and image plotting (extension to PythonQwt) [h11](https://pypi.org/project/h11) | 0.12.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1 [h2](https://pypi.org/project/h2) | 4.1.0 | HTTP/2 State-Machine based protocol implementation [h5py](https://pypi.org/project/h5py) | 3.7.0 | Read and write HDF5 files from Python [heapdict](https://pypi.org/project/heapdict) | 1.0.1 | a heap with decrease-key and increase-key operations [holoviews](https://pypi.org/project/holoviews) | 1.15.1 | Stop plotting your data - annotate your data and let it visualize itself. [hpack](https://pypi.org/project/hpack) | 4.0.0 | Pure-Python HPACK header compression [html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification [httpcore](https://pypi.org/project/httpcore) | 0.15.0 | A minimal low-level HTTP client. [httpie](https://pypi.org/project/httpie) | 3.2.1 | HTTPie - a CLI, cURL-like tool for humans. [httpx](https://pypi.org/project/httpx) | 0.23.0 | The next generation HTTP client. [hupper](https://pypi.org/project/hupper) | 1.10.3 | Integrated process monitor for developing and reloading daemons. [husl](https://pypi.org/project/husl) | 4.0.3 | Human-friendly HSL [hvplot](https://pypi.org/project/hvplot) | 0.8.1 | A high-level plotting API for the PyData ecosystem built on HoloViews. [hypercorn](https://pypi.org/project/hypercorn) | 0.14.3 | A ASGI Server based on Hyper libraries and inspired by Gunicorn. [hyperframe](https://pypi.org/project/hyperframe) | 6.0.1 | HTTP/2 framing layer for Python [hypothesis](https://pypi.org/project/hypothesis) | 6.56.2 | A library for property-based testing [idlex](https://pypi.org/project/idlex) | 1.22 | IDLE Extensions for Python [idna](https://pypi.org/project/idna) | 3.1 | Internationalized Domain Names in Applications (IDNA) [imageio](https://pypi.org/project/imageio) | 2.22.1 | Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. [imageio_ffmpeg](https://pypi.org/project/imageio_ffmpeg) | 0.4.2 | FFMPEG wrapper for Python [imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file [imbalanced_learn](https://pypi.org/project/imbalanced_learn) | 0.9.1 | Toolbox for imbalanced dataset in machine learning. [importlib_metadata](https://pypi.org/project/importlib_metadata) | 5.0.0 | Read metadata from Python packages [inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python [iniconfig](https://pypi.org/project/iniconfig) | 1.1.1 | iniconfig: brain-dead simple config-ini parsing [intake](https://pypi.org/project/intake) | 0.6.4 | Data load and catalog system [intel_openmp](https://pypi.org/project/intel_openmp) | 2022.2.0 | Intel OpenMP* Runtime Library [intervaltree](https://pypi.org/project/intervaltree) | 3.0.2 | Editable interval tree data structure for Python 2 and 3 [ipycanvas](https://pypi.org/project/ipycanvas) | 0.13.1 | Interactive widgets library exposing the browser's Canvas API [ipykernel](https://pypi.org/project/ipykernel) | 6.16.0 | IPython Kernel for Jupyter [ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.17.1 | A Jupyter widget for dynamic Leaflet maps [ipympl](https://pypi.org/project/ipympl) | 0.9.2 | Matplotlib Jupyter Extension [ipython](https://pypi.org/project/ipython) | 7.32.0 | IPython: Productive Interactive Computing [ipython_genutils](https://pypi.org/project/ipython_genutils) | 0.2.0 | Vestigial utilities from IPython [ipython_sql](https://pypi.org/project/ipython_sql) | 0.4.1b1 | RDBMS access via IPython [ipywidgets](https://pypi.org/project/ipywidgets) | 7.7.1 | IPython HTML widgets for Jupyter [isort](https://pypi.org/project/isort) | 5.10.1 | A Python utility / library to sort Python imports. [itsdangerous](https://pypi.org/project/itsdangerous) | 2.1.2 | Various helpers to pass data to untrusted environments and back. [janus](https://pypi.org/project/janus) | 1.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads [jedi](https://pypi.org/project/jedi) | 0.18.1 | An autocompletion tool for Python that can be used for text editors. [jellyfish](https://pypi.org/project/jellyfish) | 0.9.0 | a library for doing approximate and phonetic matching of strings. [jinja2](https://pypi.org/project/jinja2) | 3.0.3 | A small but fast and easy to use stand-alone template engine written in pure python. [jinja2_time](https://pypi.org/project/jinja2_time) | 0.2.0 | Jinja2 Extension for Dates and Times [joblib](https://pypi.org/project/joblib) | 1.2.0 | Lightweight pipelining: using Python functions as pipeline jobs. [json5](https://pypi.org/project/json5) | 0.9.8 | A Python implementation of the JSON5 data format. [jsonpatch](https://pypi.org/project/jsonpatch) | 1.32 | Apply JSON-Patches (RFC 6902) [jsonpointer](https://pypi.org/project/jsonpointer) | 2.3 | Identify specific nodes in a JSON document (RFC 6901) [jsonschema](https://pypi.org/project/jsonschema) | 4.6.2 | An implementation of JSON Schema validation for Python [julia](https://pypi.org/project/julia) | 0.5.7 | Julia/Python bridge with IPython support. [jupyter](https://pypi.org/project/jupyter) | 1.0.0 | Jupyter metapackage. Install all the Jupyter components in one go. [jupyter_bokeh](https://pypi.org/project/jupyter_bokeh) | 3.0.4 | A Jupyter extension for rendering Bokeh content. [jupyter_client](https://pypi.org/project/jupyter_client) | 7.3.4 | Jupyter protocol implementation and client libraries [jupyter_console](https://pypi.org/project/jupyter_console) | 6.4.4 | Jupyter terminal console [jupyter_core](https://pypi.org/project/jupyter_core) | 4.11.1 | Jupyter core package. A base package on which Jupyter projects rely. [jupyter_lsp](https://pypi.org/project/jupyter_lsp) | 1.5.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server [jupyter_packaging](https://pypi.org/project/jupyter_packaging) | 0.12.2 | Jupyter Packaging Utilities [jupyter_server](https://pypi.org/project/jupyter_server) | 1.21.0 | The Jupyter Server [jupyter_server_mathjax](https://pypi.org/project/jupyter_server_mathjax) | 0.2.6 | MathJax resources as a Jupyter Server Extension. [jupyter_server_proxy](https://pypi.org/project/jupyter_server_proxy) | 3.2.1 | Jupyter server extension to supervise and proxy web services [jupyter_sphinx](https://pypi.org/project/jupyter_sphinx) | 0.4.0 | Jupyter Sphinx Extensions [jupyterlab](https://pypi.org/project/jupyterlab) | 3.4.8 | The JupyterLab notebook server extension. [jupyterlab_git](https://pypi.org/project/jupyterlab_git) | 0.34.2 | A server extension for JupyterLab's git extension [jupyterlab_launcher](https://pypi.org/project/jupyterlab_launcher) | 0.13.1 | Jupyter Launcher [jupyterlab_lsp](https://pypi.org/project/jupyterlab_lsp) | 3.10.1 | Language Server Protocol integration for JupyterLab [jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) | 0.2.2 | Pygments theme [jupyterlab_server](https://pypi.org/project/jupyterlab_server) | 2.16.0 | JupyterLab Server [jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) | 3.0.3 | JupyterLab extension providing HTML widgets [keyring](https://pypi.org/project/keyring) | 23.5.0 | Store and access your passwords safely. [kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.3 | A fast implementation of the Cassowary constraint solver [langcodes](https://pypi.org/project/langcodes) | 3.3.0 | Tools for labeling human languages with IETF language tags [lazy_object_proxy](https://pypi.org/project/lazy_object_proxy) | 1.7.1 | A fast and thorough lazy object proxy. [linear_operator](https://pypi.org/project/linear_operator) | 0.1.1 | [llvmlite](https://pypi.org/project/llvmlite) | 0.39.0 | lightweight wrapper around basic LLVM functionality [lmfit](https://pypi.org/project/lmfit) | 1.0.3 | Least-Squares Minimization with Bounds and Constraints [locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python for Linux and Windows [loky](https://pypi.org/project/loky) | 3.1.0 | A robust implementation of concurrent.futures.ProcessPoolExecutor [lxml](https://pypi.org/project/lxml) | 4.9.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [lz4](https://pypi.org/project/lz4) | 4.0.1 | LZ4 Bindings for Python [mako](https://pypi.org/project/mako) | 1.2.0 | A super-fast templating language that borrows the best ideas from the existing templating languages. [markdown](https://pypi.org/project/markdown) | 3.3.7 | Python implementation of Markdown. [markupsafe](https://pypi.org/project/markupsafe) | 2.1.1 | Safely add untrusted strings to HTML/XML markup. [marshmallow](https://pypi.org/project/marshmallow) | 3.12.1 | A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib](https://pypi.org/project/matplotlib) | 3.5.3 | Python plotting package [matplotlib_inline](https://pypi.org/project/matplotlib_inline) | 0.1.6 | Inline Matplotlib backend for Jupyter [maturin](https://pypi.org/project/maturin) | 0.13.6 | Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages [mccabe](https://pypi.org/project/mccabe) | 0.6.1 | McCabe checker, plugin for flake8 [mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities [mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍. [metakernel](https://pypi.org/project/metakernel) | 0.28.2 | Metakernel for Jupyter [missingno](https://pypi.org/project/missingno) | 0.5.1 | Missing data visualization module for Python. [mistune](https://pypi.org/project/mistune) | 0.8.4 | The fastest markdown parser in pure Python [mizani](https://pypi.org/project/mizani) | 0.8.1 | Scales for Python [mkl](https://pypi.org/project/mkl) | 2022.2.0 | Intel� oneAPI Math Kernel Library [mkl_service](https://pypi.org/project/mkl_service) | 2.4.0 | Python bindings to some MKL service functions [mlxtend](https://pypi.org/project/mlxtend) | 0.18.0 | Machine Learning Library Extensions [moviepy](https://pypi.org/project/moviepy) | 1.0.3 | Video editing with Python [mpl_scatter_density](https://pypi.org/project/mpl_scatter_density) | 0.7 | Matplotlib helpers to make density scatter plots [mpld3](https://pypi.org/project/mpld3) | 0.5.8 | D3 Viewer for Matplotlib [mpldatacursor](https://pypi.org/project/mpldatacursor) | 0.7.1 | Interactive data cursors for Matplotlib [mpmath](https://pypi.org/project/mpmath) | 1.2.1 | Python library for arbitrary-precision floating-point arithmetic [msgpack](https://pypi.org/project/msgpack) | 1.0.4 | MessagePack (de)serializer. [msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.32.31326 | Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories [multidict](https://pypi.org/project/multidict) | 6.0.2 | multidict implementation [multipledispatch](https://pypi.org/project/multipledispatch) | 0.6.0 | Multiple dispatch [munch](https://pypi.org/project/munch) | 2.5.0 | A dot-accessible dictionary (a la JavaScript objects) [murmurhash](https://pypi.org/project/murmurhash) | 1.0.7 | Cython bindings for MurmurHash [mypy](https://pypi.org/project/mypy) | 0.982 | Optional static typing for Python [mypy_extensions](https://pypi.org/project/mypy_extensions) | 0.4.3 | Experimental type system extensions for programs checked with the mypy typechecker. [mysql_connector_python](https://pypi.org/project/mysql_connector_python) | 8.0.21 | MySQL driver written in Python [nbclassic](https://pypi.org/project/nbclassic) | 0.4.5 | Jupyter Notebook as a Jupyter Server Extension. [nbclient](https://pypi.org/project/nbclient) | 0.7.0 | A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor. [nbconvert](https://pypi.org/project/nbconvert) | 6.5.0 | Converting Jupyter Notebooks [nbconvert_reportlab](https://pypi.org/project/nbconvert_reportlab) | 0.2 | Convert notebooks to PDF using Reportlab [nbdime](https://pypi.org/project/nbdime) | 3.1.1 | Diff and merge of Jupyter Notebooks [nbformat](https://pypi.org/project/nbformat) | 5.7.0 | The Jupyter Notebook format [nbval](https://pypi.org/project/nbval) | 0.9.6 | A py.test plugin to validate Jupyter notebooks [nest_asyncio](https://pypi.org/project/nest_asyncio) | 1.5.6 | Patch asyncio to allow nested event loops [netcdf4](https://pypi.org/project/netcdf4) | 1.6.0 | Provides an object-oriented python interface to the netCDF version 4 library. [networkx](https://pypi.org/project/networkx) | 2.8.7 | Python package for creating and manipulating graphs and networks [nlopt](https://pypi.org/project/nlopt) | 2.7.1 | Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization [nltk](https://pypi.org/project/nltk) | 3.7 | Natural Language Toolkit [notebook](https://pypi.org/project/notebook) | 6.5.1 | A web-based notebook environment for interactive computing [notebook_shim](https://pypi.org/project/notebook_shim) | 0.1.0 | A shim layer for notebook traits and config [ntlm_auth](https://pypi.org/project/ntlm_auth) | 1.5.0 | Creates NTLM authentication structures [numba](https://pypi.org/project/numba) | 0.56.3 | compiling Python code using LLVM [numcodecs](https://pypi.org/project/numcodecs) | 0.10.0 | A Python package providing buffer compression and transformation codecs for use in data storage and communication applications. [numdifftools](https://pypi.org/project/numdifftools) | 0.9.40 | Solves automatic numerical differentiation problems in one or more variables. [numexpr](https://pypi.org/project/numexpr) | 2.8.3 | Fast numerical expression evaluator for NumPy [numpy](https://pypi.org/project/numpy) | 1.23.4 | NumPy is the fundamental package for array computing with Python. [numpydoc](https://pypi.org/project/numpydoc) | 1.3 | Sphinx extension to support docstrings in Numpy format [oct2py](https://pypi.org/project/oct2py) | 5.4.3 | Python to GNU Octave bridge --> run m-files from python. [octave_kernel](https://pypi.org/project/octave_kernel) | 0.34.1 | A Jupyter kernel for Octave. [openpyxl](https://pypi.org/project/openpyxl) | 3.0.10 | A Python library to read/write Excel 2010 xlsx/xlsm files [orjson](https://pypi.org/project/orjson) | 3.7.3 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy [osqp](https://pypi.org/project/osqp) | 0.6.2.post5 | OSQP: The Operator Splitting QP Solver [outcome](https://pypi.org/project/outcome) | 1.2.0 | Capture the outcome of Python function calls. [packaging](https://pypi.org/project/packaging) | 21.3 | Core utilities for Python packages [palettable](https://pypi.org/project/palettable) | 3.3.0 | Color palettes for Python [pandas](https://pypi.org/project/pandas) | 1.5.0 | Powerful data structures for data analysis, time series, and statistics [pandas_datareader](https://pypi.org/project/pandas_datareader) | 0.10.0 | Data readers extracted from the pandas codebase,should be compatible with recent pandas versions [pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.0 | Utilities for writing pandoc filters in python [panel](https://pypi.org/project/panel) | 0.14.0 | A high level app and dashboarding solution for Python. [papermill](https://pypi.org/project/papermill) | 2.4.0 | Parametrize and run Jupyter and nteract Notebooks [param](https://pypi.org/project/param) | 1.12.2 | Declarative Python programming using Parameters. [parambokeh](https://pypi.org/project/parambokeh) | 0.2.3 | ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server. [paramiko](https://pypi.org/project/paramiko) | 2.8.0 | SSH2 protocol library [paramnb](https://pypi.org/project/paramnb) | 2.0.4 | Generate ipywidgets from Parameterized objects in the notebook [parso](https://pypi.org/project/parso) | 0.8.3 | A Python Parser [partd](https://pypi.org/project/partd) | 1.2.0 | Appendable key-value storage [pathspec](https://pypi.org/project/pathspec) | 0.9.0 | Utility library for gitignore style pattern matching of file paths. [pathy](https://pypi.org/project/pathy) | 0.6.2 | pathlib.Path subclasses for local and cloud bucket storage [patsy](https://pypi.org/project/patsy) | 0.5.3 | A Python package for describing statistical models and for building design matrices. [pdfrw](https://pypi.org/project/pdfrw) | 0.4.post2 | PDF file reader/writer library [pdvega](https://pypi.org/project/pdvega) | 0.2.1.dev0 | Pandas plotting interface to Vega and Vega-Lite [pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker [pexpect](https://pypi.org/project/pexpect) | 4.8.0 | Pexpect allows easy control of interactive console applications. [pg8000](https://pypi.org/project/pg8000) | 1.23.0 | PostgreSQL interface library [pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support [pillow](https://pypi.org/project/pillow) | 9.2.0 | Python Imaging Library (Fork) [pims](https://pypi.org/project/pims) | 0.6.1 | Python Image Sequence [pint](https://pypi.org/project/pint) | 0.19.2 | Physical quantities module [pip](https://pypi.org/project/pip) | 22.3 | The PyPA recommended tool for installing Python packages. [pkginfo](https://pypi.org/project/pkginfo) | 1.8.3 | Query metadatdata from sdists / bdists / installed packages. [platformdirs](https://pypi.org/project/platformdirs) | 2.5.2 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [plotly](https://pypi.org/project/plotly) | 5.10.0 | An open-source, interactive graphing library for Python [plotnine](https://pypi.org/project/plotnine) | 0.10.1 | A grammar of graphics for python [pluggy](https://pypi.org/project/pluggy) | 1.0.0 | plugin and hook calling mechanisms for python [ply](https://pypi.org/project/ply) | 3.11 | Python Lex & Yacc [pmdarima](https://pypi.org/project/pmdarima) | 2.0.1 | Python's forecast::auto.arima equivalent [polars](https://pypi.org/project/polars) | 0.14.19 | Blazingly fast DataFrame library [portpicker](https://pypi.org/project/portpicker) | 1.5.0 | A library to choose unique available network ports. [ppci](https://pypi.org/project/ppci) | 0.5.8 | A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python [preshed](https://pypi.org/project/preshed) | 3.0.6 | Cython hash table that trusts the keys are pre-hashed [prettytable](https://pypi.org/project/prettytable) | 3.3.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format. [priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree [proglog](https://pypi.org/project/proglog) | 0.1.10 | Log and progress bar manager for console, notebooks, web... [prometheus_client](https://pypi.org/project/prometheus_client) | 0.15.0 | Python client for the Prometheus monitoring system. [prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.29 | Library for building powerful interactive command lines in Python [protobuf](https://pypi.org/project/protobuf) | 4.0.0rc1 | Protocol Buffers [psutil](https://pypi.org/project/psutil) | 5.9.0 | Cross-platform lib for process and system monitoring in Python. [ptpython](https://pypi.org/project/ptpython) | 3.0.20 | Python REPL build on top of prompt_toolkit [ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal [pulp](https://pypi.org/project/pulp) | 2.3 | PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems. [py](https://pypi.org/project/py) | 1.11.0 | library with cross-python path, ini-parsing, io, code, log facilities [py_lru_cache](https://pypi.org/project/py_lru_cache) | 0.1.4 | LRU cache for python. Provides a dictionary-like object as well as a method decorator. [pyaml](https://pypi.org/project/pyaml) | 20.4.0 | PyYAML-based module to produce pretty and readable YAML-serialized data [pyarrow](https://pypi.org/project/pyarrow) | 9.0.0 | Python library for Apache Arrow [pyaudio](https://pypi.org/project/pyaudio) | 0.2.11 | Bindings for PortAudio v19, the cross-platform audio input/output stream library. [pybars3](https://pypi.org/project/pybars3) | 0.9.7 | Handlebars.js templating for Python 3 and 2 [pybind11](https://pypi.org/project/pybind11) | 2.10.0 | Seamless operability between C++11 and Python [pycodestyle](https://pypi.org/project/pycodestyle) | 2.8.0 | Python style guide checker [pycosat](https://pypi.org/project/pycosat) | 0.6.3 | bindings to picosat (a SAT solver) [pycparser](https://pypi.org/project/pycparser) | 2.21 | C parser in Python [pyct](https://pypi.org/project/pyct) | 0.4.8 | python package common tasks for users (e.g. copy examples, fetch data, ...) [pydantic](https://pypi.org/project/pydantic) | 1.9.1 | Data validation and settings management using python 3.6 type hinting [pydeck](https://pypi.org/project/pydeck) | 0.7.1 | Widget for deck.gl maps [pydocstyle](https://pypi.org/project/pydocstyle) | 6.1.1 | Python docstring style checker [pyepsg](https://pypi.org/project/pyepsg) | 0.4.0 | Easy access to the EPSG database via http epsg.io/ [pyerfa](https://pypi.org/project/pyerfa) | 2.0.0.1 | Python bindings for ERFA [pyflakes](https://pypi.org/project/pyflakes) | 2.4.0 | passive checker of Python programs [pyflux](https://pypi.org/project/pyflux) | 0.4.17 | PyFlux: A time-series analysis library for Python [pygad](https://pypi.org/project/pygad) | 2.17.0 | PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch). [pygame](https://pypi.org/project/pygame) | 2.1.2 | Python Game Development [pygbm](https://pypi.org/project/pygbm) | 0.1.0 | Experimental, numba-based Gradient Boosting Machines [pygments](https://pypi.org/project/pygments) | 2.12.0 | Pygments is a syntax highlighting package written in Python. [pyhdf](https://pypi.org/project/pyhdf) | 0.10.5 | pyhdf: Python interface to the NCSA HDF4 library. [pylint](https://pypi.org/project/pylint) | 2.14.0 | python code static checker [pyls_spyder](https://pypi.org/project/pyls_spyder) | 0.4.0 | Spyder extensions for the python-language-server [pymc](https://pypi.org/project/pymc) | 2.3.8 | Markov Chain Monte Carlo sampling toolkit. [pymeta3](https://pypi.org/project/pymeta3) | 0.5.1 | Pattern-matching language based on OMeta for Python 3 and 2 [pymongo](https://pypi.org/project/pymongo) | 4.1.1 | Python driver for MongoDB [pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects. [pynacl](https://pypi.org/project/pynacl) | 1.5.0 | Python binding to the Networking and Cryptography (NaCl) library [pynndescent](https://pypi.org/project/pynndescent) | 0.5.7 | Nearest Neighbor Descent [pyodbc](https://pypi.org/project/pyodbc) | 4.0.32 | DB API Module for ODBC [pyopengl](https://pypi.org/project/pyopengl) | 3.1.6 | Standard OpenGL bindings for Python [pypandoc](https://pypi.org/project/pypandoc) | 1.5 | Thin wrapper for pandoc. [pyparsing](https://pypi.org/project/pyparsing) | 2.4.7 | Python parsing module [pyproj](https://pypi.org/project/pyproj) | 3.3.1 | Python interface to PROJ (cartographic projections and coordinate transformations library) [pyqt5](https://pypi.org/project/pyqt5) | 5.15.6 | Python bindings for the Qt cross platform application toolkit [pyqt5_qt5](https://pypi.org/project/pyqt5_qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5. [pyqt5_sip](https://pypi.org/project/pyqt5_sip) | 12.9.1 | The sip module support for PyQt5 [pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.13.1 | Scientific Graphics and GUI Library for Python [pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.5 | Python bindings for the Qt WebEngine framework [pyqtwebengine_qt5](https://pypi.org/project/pyqtwebengine_qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine. [pyrsistent](https://pypi.org/project/pyrsistent) | 0.18.1 | Persistent/Functional/Immutable data structures [pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension [pyshp](https://pypi.org/project/pyshp) | 2.3.0 | Pure Python read/write support for ESRI Shapefile format [pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https github.com/Anorov/PySocks for more information. [pystache](https://pypi.org/project/pystache) | 0.5.4 | Mustache for Python [pytest](https://pypi.org/project/pytest) | 7.1.1 | pytest: simple powerful testing with Python [python_baseconv](https://pypi.org/project/python_baseconv) | 1.2.2 | Convert numbers from base 10 integers to base X strings and back again. [python_dateutil](https://pypi.org/project/python_dateutil) | 2.8.2 | Extensions to the standard Python datetime module [python_dotenv](https://pypi.org/project/python_dotenv) | 0.19.2 | Add .env support to your django/flask apps in development and deployments [python_hdf4](https://pypi.org/project/python_hdf4) | 0.10.0+dummy | Python-HDF4: Python interface to the NCSA HDF4 library. [python_levenshtein](https://pypi.org/project/python_levenshtein) | 0.12.2 | Python extension for computing string edit distances and similarities. [python_lsp_black](https://pypi.org/project/python_lsp_black) | 1.2.1 | Black plugin for the Python LSP Server [python_lsp_jsonrpc](https://pypi.org/project/python_lsp_jsonrpc) | 1.0.0 | JSON RPC 2.0 server library [python_lsp_server](https://pypi.org/project/python_lsp_server) | 1.5.0 | Python Language Server for the Language Server Protocol [python_multipart](https://pypi.org/project/python_multipart) | 0.0.5 | A streaming multipart parser for Python [python_picard](https://pypi.org/project/python_picard) | 0.7 | Preconditoned ICA for Real Data [python_slugify](https://pypi.org/project/python_slugify) | 6.1.2 | A Python Slugify application that handles Unicode [python_snappy](https://pypi.org/project/python_snappy) | 0.6.1 | Python library for the snappy compression library from Google [pythonnet](https://pypi.org/project/pythonnet) | 3.0.0rc1 | .Net and Mono integration for Python [pythonqwt](https://pypi.org/project/pythonqwt) | 0.10.2 | Qt plotting widgets for Python [pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.2.1 | Python tool configuration [pytz](https://pypi.org/project/pytz) | 2022.4 | World timezone definitions, modern and historical [pytz_deprecation_shim](https://pypi.org/project/pytz_deprecation_shim) | 0.1.0.post0 | Shims to make deprecation of pytz easier [pyviz_comms](https://pypi.org/project/pyviz_comms) | 2.2.0 | Bidirectional communication for the PyViz ecosystem. [pywavelets](https://pypi.org/project/pywavelets) | 1.3.0 | PyWavelets, wavelet transform module [pywin32](https://pypi.org/project/pywin32) | 304.0 | Python for Window Extensions [pywin32_ctypes](https://pypi.org/project/pywin32_ctypes) | 0.2.0 | A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi) [pywinpty](https://pypi.org/project/pywinpty) | 2.0.6 | Python bindings for the winpty library [pywinusb](https://pypi.org/project/pywinusb) | 0.4.2 | A package that simplifies USB/HID communications on windows [pyyaml](https://pypi.org/project/pyyaml) | 6.0 | YAML parser and emitter for Python [pyzmq](https://pypi.org/project/pyzmq) | 24.0.1 | Python bindings for 0MQ [pyzo](https://pypi.org/project/pyzo) | 4.12.4.dev0 | the Python IDE for scientific computing [pyzstd](https://pypi.org/project/pyzstd) | 0.15.2 | Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module. [qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.0.3 | The most complete dark stylesheet for Python and Qt applications [qdldl](https://pypi.org/project/qdldl) | 0.1.5.post2 | QDLDL, a free LDL factorization routine. [qpsolvers](https://pypi.org/project/qpsolvers) | 1.8.0 | Quadratic programming solvers in Python with a unified API [qstylizer](https://pypi.org/project/qstylizer) | 0.2.1 | Stylesheet Generator for PyQt{4-5}/PySide{1-2} [qtawesome](https://pypi.org/project/qtawesome) | 1.1.1 | FontAwesome icons in PyQt and PySide applications [qtconsole](https://pypi.org/project/qtconsole) | 5.3.2 | Jupyter Qt console [qtpy](https://pypi.org/project/qtpy) | 2.2.1 | Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets. [quadprog](https://pypi.org/project/quadprog) | 0.1.8 | Quadratic Programming Solver [quantecon](https://pypi.org/project/quantecon) | 0.5.3 | QuantEcon is a package to support all forms of quantitative economic modelling. [quart](https://pypi.org/project/quart) | 0.18.3 | A Python ASGI web microframework with the same API as Flask [rasterio](https://pypi.org/project/rasterio) | 1.2.10 | Fast and direct raster I/O for use with Numpy and SciPy [readme_renderer](https://pypi.org/project/readme_renderer) | 35.0 | readme_renderer is a library for rendering "readme" descriptions for Warehouse [redis](https://pypi.org/project/redis) | 4.3.1 | Python client for Redis key-value store [regex](https://pypi.org/project/regex) | 2022.6.2 | Alternative regular expression module, to replace re. [reportlab](https://pypi.org/project/reportlab) | 3.6.11 | The Reportlab Toolkit [requests](https://pypi.org/project/requests) | 2.28.1 | Python HTTP for Humans. [requests_ntlm](https://pypi.org/project/requests_ntlm) | 1.1.0 | This package allows for HTTP NTLM authentication using the requests library. [requests_toolbelt](https://pypi.org/project/requests_toolbelt) | 0.9.1 | A utility belt for advanced users of python-requests [rfc3986](https://pypi.org/project/rfc3986) | 1.5.0 | Validating URI References per RFC 3986 [rich](https://pypi.org/project/rich) | 12.4.4 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal [rise](https://pypi.org/project/rise) | 5.7.1 | Reveal.js - Jupyter/IPython Slideshow Extension [rope](https://pypi.org/project/rope) | 1.2.0 | a python refactoring library... [rtree](https://pypi.org/project/rtree) | 1.0.0 | R-Tree spatial index for Python GIS [ruamel.yaml](https://pypi.org/project/ruamel.yaml) | 0.17.17 | a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order [rx](https://pypi.org/project/rx) | 3.1.1 | Reactive Extensions (Rx) for Python [scikit_fuzzy](https://pypi.org/project/scikit_fuzzy) | 0.4.1 | Fuzzy logic toolkit for SciPy [scikit_image](https://pypi.org/project/scikit_image) | 0.19.3 | Image processing routines for SciPy [scikit_learn](https://pypi.org/project/scikit_learn) | 1.1.2 | A set of python modules for machine learning and data mining [scikit_optimize](https://pypi.org/project/scikit_optimize) | 0.9.0 | Sequential model-based optimization toolbox. [scilab2py](https://pypi.org/project/scilab2py) | 0.6.2 | Python to Scilab bridge [scipy](https://pypi.org/project/scipy) | 1.9.2 | SciPy: Scientific Library for Python [scramp](https://pypi.org/project/scramp) | 1.4.1 | An implementation of the SCRAM protocol. [scs](https://pypi.org/project/scs) | 3.2.0 | scs: splitting conic solver [seaborn](https://pypi.org/project/seaborn) | 0.12.0 | seaborn: statistical data visualization [send2trash](https://pypi.org/project/send2trash) | 1.8.0 | Send file to trash natively under Mac OS X, Windows and Linux. [setuptools](https://pypi.org/project/setuptools) | 65.5.0 | Easily download, build, install, upgrade, and uninstall Python packages [shap](https://pypi.org/project/shap) | 0.40.0 | A unified approach to explain the output of any machine learning model. [shapely](https://pypi.org/project/shapely) | 1.8.2 | Geometric objects, predicates, and operations [simpervisor](https://pypi.org/project/simpervisor) | 0.4 | Simple async process supervisor [simplegeneric](https://pypi.org/project/simplegeneric) | 0.8.1 | Simple generic functions (similar to Python's own len(), pickle.dump(), etc.) [simplejson](https://pypi.org/project/simplejson) | 3.17.6 | Simple, fast, extensible JSON encoder/decoder for Python [simpy](https://pypi.org/project/simpy) | 4.0.1 | Event discrete, process based simulation for Python. [six](https://pypi.org/project/six) | 1.16.0 | Python 2 and 3 compatibility utilities [sklearn_contrib_lightning](https://pypi.org/project/sklearn_contrib_lightning) | 0.6.2.post0 | Large-scale sparse linear classification, regression and ranking in Python [slicer](https://pypi.org/project/slicer) | 0.0.7 | A small package for big slicing. [slicerator](https://pypi.org/project/slicerator) | 1.1.0 | A lazy-loading, fancy-sliceable iterable. [smart_open](https://pypi.org/project/smart_open) | 5.2.1 | Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...) [smmap](https://pypi.org/project/smmap) | 5.0.0 | A pure Python implementation of a sliding window memory map manager [snakeviz](https://pypi.org/project/snakeviz) | 2.1.0 | A web-based viewer for Python profiler output [sniffio](https://pypi.org/project/sniffio) | 1.2.0 | Sniff out which async library your code is running under [snowballstemmer](https://pypi.org/project/snowballstemmer) | 2.2.0 | This package provides 26 stemmers for 25 languages generated from Snowball algorithms. [snuggs](https://pypi.org/project/snuggs) | 1.4.7 | Snuggs are s-expressions for Numpy [sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set [sounddevice](https://pypi.org/project/sounddevice) | 0.4.4 | Play and Record Sound with Python [soupsieve](https://pypi.org/project/soupsieve) | 2.3.2.post1 | A modern CSS selector implementation for Beautiful Soup. [spacy](https://pypi.org/project/spacy) | 3.4.1 | Industrial-strength Natural Language Processing (NLP) in Python [spacy_legacy](https://pypi.org/project/spacy_legacy) | 3.0.9 | Legacy registered functions for spaCy backwards compatibility [spacy_loggers](https://pypi.org/project/spacy_loggers) | 1.0.3 | Logging utilities for SpaCy [sphinx](https://pypi.org/project/sphinx) | 5.0.2 | Tool for generating documentation which uses reStructuredText as its markup language [sphinx_rtd_theme](https://pypi.org/project/sphinx_rtd_theme) | 1.0.0 | Read the Docs theme for Sphinx [sphinxcontrib_applehelp](https://pypi.org/project/sphinxcontrib_applehelp) | 1.0.2 | sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books [sphinxcontrib_devhelp](https://pypi.org/project/sphinxcontrib_devhelp) | 1.0.2 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document. [sphinxcontrib_htmlhelp](https://pypi.org/project/sphinxcontrib_htmlhelp) | 2.0.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files [sphinxcontrib_jsmath](https://pypi.org/project/sphinxcontrib_jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript [sphinxcontrib_qthelp](https://pypi.org/project/sphinxcontrib_qthelp) | 1.0.3 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document. [sphinxcontrib_serializinghtml](https://pypi.org/project/sphinxcontrib_serializinghtml) | 1.1.5 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle). [spyder](https://pypi.org/project/spyder) | 5.3.3 | The Scientific Python Development Environment [spyder_kernels](https://pypi.org/project/spyder_kernels) | 2.3.3 | Jupyter kernels for Spyder's console [sqlalchemy](https://pypi.org/project/sqlalchemy) | 1.4.39 | Database Abstraction Library [sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.12.2 | a graphic SQLite Client in 1 Python file [sqlite_fts4](https://pypi.org/project/sqlite_fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search [sqlite_utils](https://pypi.org/project/sqlite_utils) | 3.26 | CLI tool and Python utility functions for manipulating SQLite databases [sqlparse](https://pypi.org/project/sqlparse) | 0.4.3 | Non-validating SQL parser [srsly](https://pypi.org/project/srsly) | 2.4.4 | Modern high-performance serialization utilities for Python [sspyrs](https://pypi.org/project/sspyrs) | 0.2 | Lightweight interface for SSRS reports to python [starlette](https://pypi.org/project/starlette) | 0.20.4 | The little ASGI library that shines. [statsmodels](https://pypi.org/project/statsmodels) | 0.13.2 | Statistical computations and models for Python [streamlit](https://pypi.org/project/streamlit) | 1.4.0 | The fastest way to build data apps in Python [streamz](https://pypi.org/project/streamz) | 0.6.3 | Streams [supersmoother](https://pypi.org/project/supersmoother) | 0.4 | Python implementation of Friedman's Supersmoother [swifter](https://pypi.org/project/swifter) | 1.0.9 | A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner [sympy](https://pypi.org/project/sympy) | 1.11.1 | Computer algebra system (CAS) in Python [tables](https://pypi.org/project/tables) | 3.7.0 | Hierarchical datasets for Python [tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data [tbats](https://pypi.org/project/tbats) | 1.1.0 | BATS and TBATS for time series forecasting [tbb](https://pypi.org/project/tbb) | 2021.7.0 | Intel(R) Threading Building Blocks [tblib](https://pypi.org/project/tblib) | 1.7.0 | Traceback serialization library. [tenacity](https://pypi.org/project/tenacity) | 8.1.0 | Retry code until it succeeds [termcolor](https://pypi.org/project/termcolor) | 1.1.0 | ANSII Color formatting for output in terminal. [terminado](https://pypi.org/project/terminado) | 0.16.0 | Terminals served to xterm.js using Tornado websockets [text_unidecode](https://pypi.org/project/text_unidecode) | 1.3 | The most basic Text::Unidecode port [textdistance](https://pypi.org/project/textdistance) | 4.2.2 | Compute distance between the two texts. [textwrap3](https://pypi.org/project/textwrap3) | 0.9.2 | textwrap from Python 3.6 backport (plus a few tweaks) [thinc](https://pypi.org/project/thinc) | 8.1.0 | Practical Machine Learning for NLP [threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.1.0 | threadpoolctl [three_merge](https://pypi.org/project/three_merge) | 0.1.1 | Simple library for merging two strings with respect to a base one [tifffile](https://pypi.org/project/tifffile) | 2022.5.4 | Read and write TIFF(r) files [tinycss2](https://pypi.org/project/tinycss2) | 1.1.1 | tinycss2 [toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language [tomli](https://pypi.org/project/tomli) | 2.0.1 | A lil' TOML parser [tomli_w](https://pypi.org/project/tomli_w) | 1.0.0 | A lil' TOML writer [tomlkit](https://pypi.org/project/tomlkit) | 0.11.5 | Style preserving TOML library [toolz](https://pypi.org/project/toolz) | 0.11.2 | List processing tools and functional utilities [torch](https://pypi.org/project/torch) | 1.12.1 | Tensors and Dynamic neural networks in Python with strong GPU acceleration [torchaudio](https://pypi.org/project/torchaudio) | 0.12.1 | An audio package for PyTorch [torchvision](https://pypi.org/project/torchvision) | 0.13.1 | image and video datasets and models for torch deep learning [tornado](https://pypi.org/project/tornado) | 6.1 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. [tqdm](https://pypi.org/project/tqdm) | 4.64.0 | Fast, Extensible Progress Meter [traitlets](https://pypi.org/project/traitlets) | 5.4.0 | Traitlets Python config system [traittypes](https://pypi.org/project/traittypes) | 0.2.1 | Scipy trait types [trio](https://pypi.org/project/trio) | 0.22.0 | A friendly Python library for async concurrency and I/O [trio_asyncio](https://pypi.org/project/trio_asyncio) | 0.12.0 | A re-implementation of the asyncio mainloop on top of Trio [twine](https://pypi.org/project/twine) | 4.0.1 | Collection of utilities for publishing packages on PyPI [twitter](https://pypi.org/project/twitter) | 1.19.2 | An API and command-line toolset for Twitter (twitter.com) [typer](https://pypi.org/project/typer) | 0.4.2 | Typer, build great CLIs. Easy to code. Based on Python type hints. [typing_extensions](https://pypi.org/project/typing_extensions) | 4.4.0 | Backported and Experimental Type Hints for Python 3.5+ [tzdata](https://pypi.org/project/tzdata) | 2022.5 | Provider of IANA time zone data [tzlocal](https://pypi.org/project/tzlocal) | 4.2 | tzinfo object for the local timezone [ujson](https://pypi.org/project/ujson) | 5.3.0 | Ultra fast JSON encoder and decoder for Python [umap_learn](https://pypi.org/project/umap_learn) | 0.5.1 | Uniform Manifold Approximation and Projection [uncertainties](https://pypi.org/project/uncertainties) | 3.1.6 | Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives [urllib3](https://pypi.org/project/urllib3) | 1.26.10 | HTTP library with thread-safe connection pooling, file post, and more. [uvicorn](https://pypi.org/project/uvicorn) | 0.18.3 | The lightning-fast ASGI server. [validators](https://pypi.org/project/validators) | 0.18.2 | Python Data Validation for Humans™. [vega](https://pypi.org/project/vega) | 3.6.0 | A Jupyter widget for Vega 5 and Vega-Lite 4 [vega_datasets](https://pypi.org/project/vega_datasets) | 0.9.0 | A Python package for offline access to Vega datasets [virtualenv](https://pypi.org/project/virtualenv) | 20.14.1 | Virtual Python Environment builder [vitables](https://pypi.org/project/vitables) | 3.0.2 | A viewer for PyTables package [wasabi](https://pypi.org/project/wasabi) | 0.10.1 | A lightweight console printing and formatting toolkit [wasmer](https://pypi.org/project/wasmer) | 1.1.0 | Python extension to run WebAssembly binaries [wasmer_compiler_cranelift](https://pypi.org/project/wasmer_compiler_cranelift) | 1.1.0 | The Cranelift compiler for the `wasmer` package (to compile WebAssembly module) [wasmer_compiler_singlepass](https://pypi.org/project/wasmer_compiler_singlepass) | 1.1.0 | Python extension to run WebAssembly binaries [watchdog](https://pypi.org/project/watchdog) | 2.1.8 | Filesystem events monitoring [wcwidth](https://pypi.org/project/wcwidth) | 0.2.5 | Measures number of Terminal column cells of wide-character codes [webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content [websocket_client](https://pypi.org/project/websocket_client) | 1.4.1 | WebSocket client for Python. hybi13 is supported. [werkzeug](https://pypi.org/project/werkzeug) | 2.2.2 | The comprehensive WSGI web application library. [whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.2 | A patch parsing and application library. [wheel](https://pypi.org/project/wheel) | 0.37.1 | A built-package format for Python [widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 3.6.1 | IPython HTML widgets for Jupyter [winpython](http://winpython.github.io/) | 5.0.20221016 | WinPython distribution tools, including WPPM [wordcloud](https://pypi.org/project/wordcloud) | 1.8.1 | A little word cloud generator [wrapt](https://pypi.org/project/wrapt) | 1.14.1 | Module for decorators, wrappers and monkey patching. [wsproto](https://pypi.org/project/wsproto) | 1.2.0 | WebSockets state-machine based protocol implementation [xarray](https://pypi.org/project/xarray) | 2022.10.0 | N-D labeled arrays and datasets in Python [xgboost](https://pypi.org/project/xgboost) | 1.6.1 | [xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.0.3 | A Python module for creating Excel XLSX files. [xlwings](https://pypi.org/project/xlwings) | 0.24.7 | Make Excel fly: Interact with Excel from Python and vice versa. [xmltodict](https://pypi.org/project/xmltodict) | 0.13.0 | Makes working with XML feel like you are working with JSON [xyzservices](https://pypi.org/project/xyzservices) | 2022.6.0 | Source of XYZ tiles providers [yapf](https://pypi.org/project/yapf) | 0.32.0 | A formatter for Python code. [yarl](https://pypi.org/project/yarl) | 1.7.2 | Yet another URL library [zarr](https://pypi.org/project/zarr) | 2.11.3 | An implementation of chunked, compressed, N-dimensional arrays for Python. [zict](https://pypi.org/project/zict) | 2.2.0 | Mutable mapping tools [zipp](https://pypi.org/project/zipp) | 3.9.0 | Backport of pathlib-compatible object wrapper for zip files [zstandard](https://pypi.org/project/zstandard) | 0.17.0 | Zstandard bindings for Python

I don't see why you add MKL. Just adding it while using the regular NumPy and SciPy packages doesn't do a thing. It just takes a volume but nothing is using it.

I don't see why you add MKL. Just adding it while using the regular NumPy and SciPy packages doesn't do a thing. It just takes a volume but nothing is using it.

I had a doubt. Did you experiment a bit with mamba ?

Yes. It worked like conda just much much faster.

It seems you'll be able to create a portable distribution around it much easier.

b5 (2022-10-23: python-3.10.8 IDLE fix, python-3.11 preparation)

Changes from WinPython 2022-03 b4

Infrastructure:
- fixed the Python-3.10.8 idle bug (of cpython-3.10.8)
- New Packages:
- waitress
- ExceptionGroup (for 3.10)
Upgraded Packages:
- anyio, pandas, ...
Removed Packages:
- mkl is removed: no native support per numpy,
variation per version:
- "dot" version contains nothing but msvc_runtime, setuptools, wheel, winpython, and sqlite_bro

Areas of particular interest for testers:

idle, pyscript examples (that would work in a "dot" environnment)

Next build effort: rc

Python-3.11.0 final (and hopefully some missing packages will be build)

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65ea92619edd1a6713562ff84f9f64f1	125537f9965129f3de073de349a4cf2416f4c3a5	5bc558f3e34303b51e0243bd74d83afc203c300dc02820df7b2ec33bfd290691	Winpython64-3.11.0.1b5.exe	470 838 349 Bytes	b46d9c7f700a755856f651d898650aea6fed214f311110afa908ffb43ec89210
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WinPython 3.10.8.0

The following packages are included in WinPython-64bit v3.10.8.0 b5.

### Tools Name | Version | Description -----|---------|------------ [Nodejs](https://nodejs.org) | v16.16.0 | a JavaScript runtime built on Chrome's V8 JavaScript engine [npmjs](https://www.npmjs.com/) | 8.11.0 | a package manager for JavaScript [Pandoc](https://pandoc.org/) | 2.3 | a universal document converter ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.10.8 | Python programming language with standard library [adodbapi](https://pypi.org/project/adodbapi) | 2.6.1.3 | A pure Python package implementing PEP 249 DB-API using Microsoft ADO. [affine](https://pypi.org/project/affine) | 2.3.1 | Matrices describing affine transformation of the plane. [aiofiles](https://pypi.org/project/aiofiles) | 0.8.0 | File support for asyncio. [aiohttp](https://pypi.org/project/aiohttp) | 3.8.3 | Async http client/server framework (asyncio) [aiosignal](https://pypi.org/project/aiosignal) | 1.2.0 | aiosignal: a list of registered asynchronous callbacks [aiosqlite](https://pypi.org/project/aiosqlite) | 0.17.0 | asyncio bridge to the standard sqlite3 module [alabaster](https://pypi.org/project/alabaster) | 0.7.12 | A configurable sidebar-enabled Sphinx theme [alembic](https://pypi.org/project/alembic) | 1.8.0 | A database migration tool for SQLAlchemy. [algopy](https://pypi.org/project/algopy) | 0.5.7 | ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation [altair](https://pypi.org/project/altair) | 4.2.0 | Altair: A declarative statistical visualization library for Python. [altair_data_server](https://pypi.org/project/altair_data_server) | 0.4.1 | A background data server for Altair charts. [altair_transform](https://pypi.org/project/altair_transform) | 0.2.0 | A python engine for evaluating Altair transforms. [altair_widgets](https://pypi.org/project/altair_widgets) | 0.2.2 | Altair Widgets: An interactive visualization for statistical data for Python. [amply](https://pypi.org/project/amply) | 0.1.5 | Amply allows you to load and manipulate AMPL/GLPK data as Python data structures [aniso8601](https://pypi.org/project/aniso8601) | 9.0.1 | A library for parsing ISO 8601 strings. [ansiwrap](https://pypi.org/project/ansiwrap) | 0.8.4 | textwrap, but savvy to ANSI colors and styles [anyio](https://pypi.org/project/anyio) | 3.6.2 | High level compatibility layer for multiple asynchronous event loop implementations [appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [argon2_cffi](https://pypi.org/project/argon2_cffi) | 21.3.0 | The secure Argon2 password hashing algorithm. [argon2_cffi_bindings](https://pypi.org/project/argon2_cffi_bindings) | 21.2.0 | Low-level CFFI bindings for Argon2 [arrow](https://pypi.org/project/arrow) | 1.2.2 | Better dates & times for Python [asciitree](https://pypi.org/project/asciitree) | 0.3.3 | Draws ASCII trees. [asgi_csrf](https://pypi.org/project/asgi_csrf) | 0.9 | ASGI middleware for protecting against CSRF attacks [asgiref](https://pypi.org/project/asgiref) | 3.5.2 | ASGI specs, helper code, and adapters [asn1crypto](https://pypi.org/project/asn1crypto) | 1.4.0 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP [asteval](https://pypi.org/project/asteval) | 0.9.27 | Safe, minimalistic evaluator of python expression using ast module [astor](https://pypi.org/project/astor) | 0.8.1 | Read/rewrite/write Python ASTs [astroid](https://pypi.org/project/astroid) | 2.11.5 | An abstract syntax tree for Python with inference support. [astroml](https://pypi.org/project/astroml) | 1.0.2.post1 | tools for machine learning and data mining in Astronomy [astropy](https://pypi.org/project/astropy) | 5.1 | Community-developed python astronomy tools [async_generator](https://pypi.org/project/async_generator) | 1.10 | Async generators and context managers for Python 3.5+ [async_timeout](https://pypi.org/project/async_timeout) | 4.0.2 | Timeout context manager for asyncio programs [atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes. [attrs](https://pypi.org/project/attrs) | 22.1.0 | Classes Without Boilerplate [autopep8](https://pypi.org/project/autopep8) | 1.6.0 | A tool that automatically formats Python code to conform to the PEP 8 style guide [babel](https://pypi.org/project/babel) | 2.10.3 | Internationalization utilities [backcall](https://pypi.org/project/backcall) | 0.2.0 | Specifications for callback functions passed in to an API [backports_abc](https://pypi.org/project/backports_abc) | 0.5 | A backport of recent additions to the 'collections.abc' module. [baresql](https://pypi.org/project/baresql) | 0.7.6 | playing SQL directly on Python datas [base58](https://pypi.org/project/base58) | 2.1.1 | Base58 and Base58Check implementation [bcrypt](https://pypi.org/project/bcrypt) | 3.2.0 | Modern password hashing for your software and your servers [beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.11.1 | Screen-scraping library [binaryornot](https://pypi.org/project/binaryornot) | 0.4.4 | Ultra-lightweight pure Python package to check if a file is binary or text. [black](https://pypi.org/project/black) | 22.10.0 | The uncompromising code formatter. [bleach](https://pypi.org/project/bleach) | 5.0.0 | An easy safelist-based HTML-sanitizing tool. [blinker](https://pypi.org/project/blinker) | 1.4 | Fast, simple object-to-object and broadcast signaling [blis](https://pypi.org/project/blis) | 0.7.9 | The Blis BLAS-like linear algebra library, as a self-contained C-extension. [blosc](https://pypi.org/project/blosc) | 1.10.6 | Blosc data compressor [bokeh](https://pypi.org/project/bokeh) | 2.4.3 | Interactive plots and applications in the browser from Python [botorch](https://pypi.org/project/botorch) | 0.6.2 | Bayesian Optimization in PyTorch [bottleneck](https://pypi.org/project/bottleneck) | 1.3.4 | Fast NumPy array functions written in C [bqplot](https://pypi.org/project/bqplot) | 0.12.36 | Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets. [branca](https://pypi.org/project/branca) | 0.5.0 | Generate complex HTML+JS pages with Python [brewer2mpl](https://pypi.org/project/brewer2mpl) | 1.4.1 | Connect colorbrewer2.org color maps to Python and matplotlib [brotli](https://pypi.org/project/brotli) | 1.0.9 | Python bindings for the Brotli compression library [cachelib](https://pypi.org/project/cachelib) | 0.9.0 | A collection of cache libraries in the same API interface. [cachetools](https://pypi.org/project/cachetools) | 5.2.0 | Extensible memoizing collections and decorators [cartopy](https://pypi.org/project/cartopy) | 0.20.2 | A cartographic python library with Matplotlib support for visualisation [catalogue](https://pypi.org/project/catalogue) | 2.0.8 | Super lightweight function registries for your library [certifi](https://pypi.org/project/certifi) | 2022.9.24 | Python package for providing Mozilla's CA Bundle. [cffi](https://pypi.org/project/cffi) | 1.15.0 | Foreign Function Interface for Python calling C code. [cftime](https://pypi.org/project/cftime) | 1.6.0 | Time-handling functionality from netcdf4-python [chardet](https://pypi.org/project/chardet) | 5.0.0 | Universal encoding detector for Python 2 and 3 [charset_normalizer](https://pypi.org/project/charset_normalizer) | 2.0.12 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. [click](https://pypi.org/project/click) | 8.1.3 | Composable command line interface toolkit [click_default_group_wheel](https://pypi.org/project/click_default_group_wheel) | 1.2.2 | Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel) [click_plugins](https://pypi.org/project/click_plugins) | 1.1.1 | An extension module for click to enable registering CLI commands via setuptools entry-points. [cligj](https://pypi.org/project/cligj) | 0.7.2 | Click params for commmand line interfaces to GeoJSON [cloudpickle](https://pypi.org/project/cloudpickle) | 2.1.0 | Extended pickling support for Python objects [clr_loader](https://pypi.org/project/clr_loader) | 0.1.7 | Generic pure Python loader for .NET runtimes [clrmagic](https://pypi.org/project/clrmagic) | 0.0.1a2 | IPython cell magic to use .NET languages [colorama](https://pypi.org/project/colorama) | 0.4.4 | Cross-platform colored terminal text. [colorcet](https://pypi.org/project/colorcet) | 3.0.1 | Collection of perceptually uniform colormaps [commonmark](https://pypi.org/project/commonmark) | 0.9.1 | Python parser for the CommonMark Markdown spec [contourpy](https://pypi.org/project/contourpy) | 1.0.4 | [cookiecutter](https://pypi.org/project/cookiecutter) | 2.1.1 | A command-line utility that creates projects from project templates, e.g. creating a Python package project from a Python package project template. [coverage](https://pypi.org/project/coverage) | 6.4.1 | Code coverage measurement for Python [cramjam](https://pypi.org/project/cramjam) | 2.5.0 | Thin Python bindings to de/compression algorithms in Rust [cryptography](https://pypi.org/project/cryptography) | 3.4.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers. [csvs_to_sqlite](https://pypi.org/project/csvs_to_sqlite) | 1.3.1a0 | Convert CSV files into a SQLite database [cvxopt](https://pypi.org/project/cvxopt) | 1.3.0 | Convex optimization package [cvxpy](https://pypi.org/project/cvxpy) | 1.2.1 | A domain-specific language for modeling convex optimization problems in Python. [cycler](https://pypi.org/project/cycler) | 0.11.0 | Composable style cycles [cymem](https://pypi.org/project/cymem) | 2.0.6 | Manage calls to calloc/free through Cython [cython](https://pypi.org/project/cython) | 0.29.32 | The Cython compiler for writing C extensions for the Python language. [cytoolz](https://pypi.org/project/cytoolz) | 0.12.0 | Cython implementation of Toolz: High performance functional utilities [dash](https://pypi.org/project/dash) | 2.6.2 | A Python framework for building reactive web-apps. Developed by Plotly. [dash_core_components](https://pypi.org/project/dash_core_components) | 2.0.0 | Core component suite for Dash [dash_html_components](https://pypi.org/project/dash_html_components) | 2.0.0 | Vanilla HTML components for Dash [dash_table](https://pypi.org/project/dash_table) | 5.0.0 | Dash table [dask](https://pypi.org/project/dask) | 2022.10.0 | Parallel PyData with Task Scheduling [dask_glm](https://pypi.org/project/dask_glm) | 0.2.0 | Generalized Linear Models with Dask [dask_image](https://pypi.org/project/dask_image) | 2022.9.0 | Distributed image processing [dask_labextension](https://pypi.org/project/dask_labextension) | 5.3.0 | A Jupyter Notebook server extension manages Dask clusters. [dask_ml](https://pypi.org/project/dask_ml) | 2022.5.27 | A library for distributed and parallel machine learning [dask_searchcv](https://pypi.org/project/dask_searchcv) | 0.2.0 | Tools for doing hyperparameter search with Scikit-Learn and Dask [databases](https://pypi.org/project/databases) | 0.5.5 | Async database support for Python. [datasette](https://pypi.org/project/datasette) | 0.62 | A tool for exploring and publishing data [datasette_graphql](https://pypi.org/project/datasette_graphql) | 2.1.1 | Datasette plugin providing an automatic GraphQL API for your SQLite databases [datashader](https://pypi.org/project/datashader) | 0.14.2 | Data visualization toolchain based on aggregating into a grid [datashape](https://pypi.org/project/datashape) | 0.5.2 | A data description language. [dateparser](https://pypi.org/project/dateparser) | 1.1.0 | Date parsing library designed to parse dates from HTML pages [db.py](https://pypi.org/project/db.py) | 0.5.4b1 | a db package that doesn't suck [deap](https://pypi.org/project/deap) | 1.3.1 | Distributed Evolutionary Algorithms in Python [debugpy](https://pypi.org/project/debugpy) | 1.6.2 | An implementation of the Debug Adapter Protocol for Python [decorator](https://pypi.org/project/decorator) | 4.4.2 | Decorators for Humans [defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules [deprecated](https://pypi.org/project/deprecated) | 1.2.13 | Python @deprecated decorator to deprecate old python classes, functions or methods. [deprecation](https://pypi.org/project/deprecation) | 2.1.0 | A library to handle automated deprecations [diff_match_patch](https://pypi.org/project/diff_match_patch) | 20200713 | Repackaging of Google's Diff Match and Patch libraries. Offers robust algorithms to perform the operations required for synchronizing plain text. [dill](https://pypi.org/project/dill) | 0.3.5 | serialize all of python [distlib](https://pypi.org/project/distlib) | 0.3.4 | Distribution utilities [distributed](https://pypi.org/project/distributed) | 2022.10.0 | Distributed scheduler for Dask [django](https://pypi.org/project/django) | 4.1.2 | A high-level Python web framework that encourages rapid development and clean, pragmatic design. [docopt](https://pypi.org/project/docopt) | 0.6.2 | Pythonic argument parser, that will make you smile [docrepr](https://pypi.org/project/docrepr) | 0.1.1 | docrepr renders Python docstrings in HTML [docutils](https://pypi.org/project/docutils) | 0.17.1 | Docutils -- Python Documentation Utilities [duckdb](https://pypi.org/project/duckdb) | 0.5.1 | DuckDB embedded database [ecos](https://pypi.org/project/ecos) | 2.0.10 | This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information. [emcee](https://pypi.org/project/emcee) | 3.1.2 | The Python ensemble sampling toolkit for MCMC [entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages. [et_xmlfile](https://pypi.org/project/et_xmlfile) | 1.1.0 | An implementation of lxml.xmlfile for the standard library [exceptiongroup](https://pypi.org/project/exceptiongroup) | 1.0.0rc9 | Backport of PEP 654 (exception groups) [fast_histogram](https://pypi.org/project/fast_histogram) | 0.11 | Fast simple 1D and 2D histograms [fastai](https://pypi.org/project/fastai) | 2.7.7 | fastai makes deep learning with PyTorch faster, more accurate, and easier [fastapi](https://pypi.org/project/fastapi) | 0.85.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production [fastcore](https://pypi.org/project/fastcore) | 1.5.11 | Python supercharged for fastai development [fastdownload](https://pypi.org/project/fastdownload) | 0.0.7 | A general purpose data downloading library. [fasteners](https://pypi.org/project/fasteners) | 0.17.3 | A python package that provides useful locks. [fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.16.2 | Fastest Python implementation of JSON schema [fastparquet](https://pypi.org/project/fastparquet) | 0.8.3 | Python support for Parquet file format [fastprogress](https://pypi.org/project/fastprogress) | 1.0.3 | A nested progress with plotting options for fastai [feather_format](https://pypi.org/project/feather_format) | 0.4.1 | Simple wrapper library to the Apache Arrow-based Feather File Format [filelock](https://pypi.org/project/filelock) | 3.7.1 | A platform independent file lock. [filterpy](https://pypi.org/project/filterpy) | 1.4.5 | Kalman filtering and optimal estimation library [fiona](https://pypi.org/project/fiona) | 1.8.21 | Fiona reads and writes spatial data files [flake8](https://pypi.org/project/flake8) | 4.0.1 | the modular source code checker: pep8, pyflakes and co [flask](https://pypi.org/project/flask) | 2.2.2 | A simple framework for building complex web applications. [flask_accepts](https://pypi.org/project/flask_accepts) | 0.18.4 | Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow [flask_compress](https://pypi.org/project/flask_compress) | 1.13 | Compress responses in your Flask app with gzip. [flask_mail](https://pypi.org/project/flask_mail) | 0.9.1 | Flask extension for sending email [flask_restx](https://pypi.org/project/flask_restx) | 0.5.1 | Fully featured framework for fast, easy and documented API development with Flask [flask_session](https://pypi.org/project/flask_session) | 0.4.0 | Adds server-side session support to your Flask application [flask_sqlalchemy](https://pypi.org/project/flask_sqlalchemy) | 2.5.1 | Adds SQLAlchemy support to your Flask application. [flaskerize](https://pypi.org/project/flaskerize) | 0.14.0 | Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python. [flit](https://pypi.org/project/flit) | 3.7.1 | A simple packaging tool for simple packages. [flit_core](https://pypi.org/project/flit_core) | 3.7.1 | Distribution-building parts of Flit. See flit package for more information [folium](https://pypi.org/project/folium) | 0.13.0 | Make beautiful maps with Leaflet.js & Python [fonttools](https://pypi.org/project/fonttools) | 4.37.4 | Tools to manipulate font files [formlayout](https://pypi.org/project/formlayout) | 1.2.1a1 | The most easy way to create Qt form dialogs and widgets with Python [frozenlist](https://pypi.org/project/frozenlist) | 1.3.0 | A list-like structure which implements collections.abc.MutableSequence [fs](https://pypi.org/project/fs) | 2.4.15 | Python's filesystem abstraction layer [fsspec](https://pypi.org/project/fsspec) | 2022.7.1 | File-system specification [future](https://pypi.org/project/future) | 0.18.2 | Clean single-source support for Python 3 and 2 [fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python [gdal](https://pypi.org/project/gdal) | 3.4.3 | GDAL: Geospatial Data Abstraction Library [geographiclib](https://pypi.org/project/geographiclib) | 1.52 | The geodesic routines from GeographicLib [geopandas](https://pypi.org/project/geopandas) | 0.10.2 | Geographic pandas extensions [geopy](https://pypi.org/project/geopy) | 2.2.0 | Python Geocoding Toolbox [geoviews](https://pypi.org/project/geoviews) | 1.9.5 | GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research. [gitdb](https://pypi.org/project/gitdb) | 4.0.9 | Git Object Database [gitpython](https://pypi.org/project/gitpython) | 3.1.29 | Python Git Library [gmpy2](https://pypi.org/project/gmpy2) | 2.1.2 | GMP/MPIR, MPFR, and MPC interface to Python 2.6+ and 3.x [gpytorch](https://pypi.org/project/gpytorch) | 1.9.0 | An implementation of Gaussian Processes in Pytorch [graphene](https://pypi.org/project/graphene) | 3.1.1 | GraphQL Framework for Python [graphql_core](https://pypi.org/project/graphql_core) | 3.2.3 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL. [graphql_relay](https://pypi.org/project/graphql_relay) | 3.2.0 | Relay library for graphql-core-next [great_expectations](https://pypi.org/project/great_expectations) | 0.14.11 | Always know what to expect from your data. [greenlet](https://pypi.org/project/greenlet) | 1.1.2 | Lightweight in-process concurrent programming [guidata](https://pypi.org/project/guidata) | 2.3.0 | Automatic graphical user interfaces generation for easy dataset editing and display [guiqwt](https://pypi.org/project/guiqwt) | 4.3.1 | guiqwt is a set of tools for curve and image plotting (extension to PythonQwt) [h11](https://pypi.org/project/h11) | 0.12.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1 [h2](https://pypi.org/project/h2) | 4.1.0 | HTTP/2 State-Machine based protocol implementation [h5py](https://pypi.org/project/h5py) | 3.7.0 | Read and write HDF5 files from Python [heapdict](https://pypi.org/project/heapdict) | 1.0.1 | a heap with decrease-key and increase-key operations [holoviews](https://pypi.org/project/holoviews) | 1.15.1 | Stop plotting your data - annotate your data and let it visualize itself. [hpack](https://pypi.org/project/hpack) | 4.0.0 | Pure-Python HPACK header compression [html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification [httpcore](https://pypi.org/project/httpcore) | 0.15.0 | A minimal low-level HTTP client. [httpie](https://pypi.org/project/httpie) | 3.2.1 | HTTPie - a CLI, cURL-like tool for humans. [httpx](https://pypi.org/project/httpx) | 0.23.0 | The next generation HTTP client. [hupper](https://pypi.org/project/hupper) | 1.10.3 | Integrated process monitor for developing and reloading daemons. [husl](https://pypi.org/project/husl) | 4.0.3 | Human-friendly HSL [hvplot](https://pypi.org/project/hvplot) | 0.8.1 | A high-level plotting API for the PyData ecosystem built on HoloViews. [hypercorn](https://pypi.org/project/hypercorn) | 0.14.3 | A ASGI Server based on Hyper libraries and inspired by Gunicorn. [hyperframe](https://pypi.org/project/hyperframe) | 6.0.1 | HTTP/2 framing layer for Python [hypothesis](https://pypi.org/project/hypothesis) | 6.56.2 | A library for property-based testing [idlex](https://pypi.org/project/idlex) | 1.22 | IDLE Extensions for Python [idna](https://pypi.org/project/idna) | 3.1 | Internationalized Domain Names in Applications (IDNA) [imageio](https://pypi.org/project/imageio) | 2.22.1 | Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. [imageio_ffmpeg](https://pypi.org/project/imageio_ffmpeg) | 0.4.2 | FFMPEG wrapper for Python [imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file [imbalanced_learn](https://pypi.org/project/imbalanced_learn) | 0.9.1 | Toolbox for imbalanced dataset in machine learning. [importlib_metadata](https://pypi.org/project/importlib_metadata) | 5.0.0 | Read metadata from Python packages [inflection](https://pypi.org/project/inflection) | 0.5.1 | A port of Ruby on Rails inflector to Python [iniconfig](https://pypi.org/project/iniconfig) | 1.1.1 | iniconfig: brain-dead simple config-ini parsing [intake](https://pypi.org/project/intake) | 0.6.4 | Data load and catalog system [intervaltree](https://pypi.org/project/intervaltree) | 3.0.2 | Editable interval tree data structure for Python 2 and 3 [ipycanvas](https://pypi.org/project/ipycanvas) | 0.13.1 | Interactive widgets library exposing the browser's Canvas API [ipykernel](https://pypi.org/project/ipykernel) | 6.16.0 | IPython Kernel for Jupyter [ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.17.2 | A Jupyter widget for dynamic Leaflet maps [ipympl](https://pypi.org/project/ipympl) | 0.9.2 | Matplotlib Jupyter Extension [ipython](https://pypi.org/project/ipython) | 7.32.0 | IPython: Productive Interactive Computing [ipython_genutils](https://pypi.org/project/ipython_genutils) | 0.2.0 | Vestigial utilities from IPython [ipython_sql](https://pypi.org/project/ipython_sql) | 0.4.1b1 | RDBMS access via IPython [ipywidgets](https://pypi.org/project/ipywidgets) | 7.7.1 | IPython HTML widgets for Jupyter [isort](https://pypi.org/project/isort) | 5.10.1 | A Python utility / library to sort Python imports. [itsdangerous](https://pypi.org/project/itsdangerous) | 2.1.2 | Various helpers to pass data to untrusted environments and back. [janus](https://pypi.org/project/janus) | 1.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads [jedi](https://pypi.org/project/jedi) | 0.18.1 | An autocompletion tool for Python that can be used for text editors. [jellyfish](https://pypi.org/project/jellyfish) | 0.9.0 | a library for doing approximate and phonetic matching of strings. [jinja2](https://pypi.org/project/jinja2) | 3.0.3 | A small but fast and easy to use stand-alone template engine written in pure python. [jinja2_time](https://pypi.org/project/jinja2_time) | 0.2.0 | Jinja2 Extension for Dates and Times [joblib](https://pypi.org/project/joblib) | 1.2.0 | Lightweight pipelining: using Python functions as pipeline jobs. [json5](https://pypi.org/project/json5) | 0.9.8 | A Python implementation of the JSON5 data format. [jsonpatch](https://pypi.org/project/jsonpatch) | 1.32 | Apply JSON-Patches (RFC 6902) [jsonpointer](https://pypi.org/project/jsonpointer) | 2.3 | Identify specific nodes in a JSON document (RFC 6901) [jsonschema](https://pypi.org/project/jsonschema) | 4.6.2 | An implementation of JSON Schema validation for Python [julia](https://pypi.org/project/julia) | 0.5.7 | Julia/Python bridge with IPython support. [jupyter](https://pypi.org/project/jupyter) | 1.0.0 | Jupyter metapackage. Install all the Jupyter components in one go. [jupyter_bokeh](https://pypi.org/project/jupyter_bokeh) | 3.0.4 | A Jupyter extension for rendering Bokeh content. [jupyter_client](https://pypi.org/project/jupyter_client) | 7.3.4 | Jupyter protocol implementation and client libraries [jupyter_console](https://pypi.org/project/jupyter_console) | 6.4.4 | Jupyter terminal console [jupyter_core](https://pypi.org/project/jupyter_core) | 4.11.2 | Jupyter core package. A base package on which Jupyter projects rely. [jupyter_lsp](https://pypi.org/project/jupyter_lsp) | 1.5.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server [jupyter_packaging](https://pypi.org/project/jupyter_packaging) | 0.12.3 | Jupyter Packaging Utilities [jupyter_server](https://pypi.org/project/jupyter_server) | 1.21.0 | The Jupyter Server [jupyter_server_mathjax](https://pypi.org/project/jupyter_server_mathjax) | 0.2.6 | MathJax resources as a Jupyter Server Extension. [jupyter_server_proxy](https://pypi.org/project/jupyter_server_proxy) | 3.2.1 | Jupyter server extension to supervise and proxy web services [jupyter_sphinx](https://pypi.org/project/jupyter_sphinx) | 0.4.0 | Jupyter Sphinx Extensions [jupyterlab](https://pypi.org/project/jupyterlab) | 3.4.8 | The JupyterLab notebook server extension. [jupyterlab_launcher](https://pypi.org/project/jupyterlab_launcher) | 0.13.1 | Jupyter Launcher [jupyterlab_lsp](https://pypi.org/project/jupyterlab_lsp) | 3.10.2 | Language Server Protocol integration for JupyterLab [jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) | 0.2.2 | Pygments theme [jupyterlab_server](https://pypi.org/project/jupyterlab_server) | 2.16.1 | JupyterLab Server [jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) | 3.0.3 | JupyterLab extension providing HTML widgets [keyring](https://pypi.org/project/keyring) | 23.5.0 | Store and access your passwords safely. [kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.3 | A fast implementation of the Cassowary constraint solver [langcodes](https://pypi.org/project/langcodes) | 3.3.0 | Tools for labeling human languages with IETF language tags [lazy_object_proxy](https://pypi.org/project/lazy_object_proxy) | 1.7.1 | A fast and thorough lazy object proxy. [linear_operator](https://pypi.org/project/linear_operator) | 0.1.1 | A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices). [llvmlite](https://pypi.org/project/llvmlite) | 0.39.1 | lightweight wrapper around basic LLVM functionality [lmfit](https://pypi.org/project/lmfit) | 1.0.3 | Least-Squares Minimization with Bounds and Constraints [locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python for Linux and Windows [loky](https://pypi.org/project/loky) | 3.1.0 | A robust implementation of concurrent.futures.ProcessPoolExecutor [lxml](https://pypi.org/project/lxml) | 4.9.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [lz4](https://pypi.org/project/lz4) | 4.0.1 | LZ4 Bindings for Python [mako](https://pypi.org/project/mako) | 1.2.0 | A super-fast templating language that borrows the best ideas from the existing templating languages. [markdown](https://pypi.org/project/markdown) | 3.3.7 | Python implementation of Markdown. [markupsafe](https://pypi.org/project/markupsafe) | 2.1.1 | Safely add untrusted strings to HTML/XML markup. [marshmallow](https://pypi.org/project/marshmallow) | 3.12.1 | A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib](https://pypi.org/project/matplotlib) | 3.6.0 | Python plotting package [matplotlib_inline](https://pypi.org/project/matplotlib_inline) | 0.1.6 | Inline Matplotlib backend for Jupyter [maturin](https://pypi.org/project/maturin) | 0.13.6 | Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages [mccabe](https://pypi.org/project/mccabe) | 0.6.1 | McCabe checker, plugin for flake8 [mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities [mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍. [metakernel](https://pypi.org/project/metakernel) | 0.28.2 | Metakernel for Jupyter [missingno](https://pypi.org/project/missingno) | 0.5.1 | Missing data visualization module for Python. [mistune](https://pypi.org/project/mistune) | 0.8.4 | The fastest markdown parser in pure Python [mizani](https://pypi.org/project/mizani) | 0.8.1 | Scales for Python [mlxtend](https://pypi.org/project/mlxtend) | 0.18.0 | Machine Learning Library Extensions [moviepy](https://pypi.org/project/moviepy) | 1.0.3 | Video editing with Python [mpl_scatter_density](https://pypi.org/project/mpl_scatter_density) | 0.7 | Matplotlib helpers to make density scatter plots [mpld3](https://pypi.org/project/mpld3) | 0.5.8 | D3 Viewer for Matplotlib [mpldatacursor](https://pypi.org/project/mpldatacursor) | 0.7.1 | Interactive data cursors for Matplotlib [mpmath](https://pypi.org/project/mpmath) | 1.2.1 | Python library for arbitrary-precision floating-point arithmetic [msgpack](https://pypi.org/project/msgpack) | 1.0.4 | MessagePack (de)serializer. [msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.32.31326 | Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories [multidict](https://pypi.org/project/multidict) | 6.0.2 | multidict implementation [multipledispatch](https://pypi.org/project/multipledispatch) | 0.6.0 | Multiple dispatch [munch](https://pypi.org/project/munch) | 2.5.0 | A dot-accessible dictionary (a la JavaScript objects) [murmurhash](https://pypi.org/project/murmurhash) | 1.0.7 | Cython bindings for MurmurHash [mypy](https://pypi.org/project/mypy) | 0.982 | Optional static typing for Python [mypy_extensions](https://pypi.org/project/mypy_extensions) | 0.4.3 | Experimental type system extensions for programs checked with the mypy typechecker. [mysql_connector_python](https://pypi.org/project/mysql_connector_python) | 8.0.21 | MySQL driver written in Python [nbclassic](https://pypi.org/project/nbclassic) | 0.4.5 | Jupyter Notebook as a Jupyter Server Extension. [nbclient](https://pypi.org/project/nbclient) | 0.7.0 | A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor. [nbconvert](https://pypi.org/project/nbconvert) | 6.5.0 | Converting Jupyter Notebooks [nbconvert_reportlab](https://pypi.org/project/nbconvert_reportlab) | 0.2 | Convert notebooks to PDF using Reportlab [nbdime](https://pypi.org/project/nbdime) | 3.1.1 | Diff and merge of Jupyter Notebooks [nbformat](https://pypi.org/project/nbformat) | 5.7.0 | The Jupyter Notebook format [nbval](https://pypi.org/project/nbval) | 0.9.6 | A py.test plugin to validate Jupyter notebooks [nest_asyncio](https://pypi.org/project/nest_asyncio) | 1.5.6 | Patch asyncio to allow nested event loops [netcdf4](https://pypi.org/project/netcdf4) | 1.6.0 | Provides an object-oriented python interface to the netCDF version 4 library. [networkx](https://pypi.org/project/networkx) | 2.8.7 | Python package for creating and manipulating graphs and networks [nlopt](https://pypi.org/project/nlopt) | 2.7.1 | Library for nonlinear optimization, wrapping many algorithms for global and local, constrained or unconstrained, optimization [nltk](https://pypi.org/project/nltk) | 3.7 | Natural Language Toolkit [notebook](https://pypi.org/project/notebook) | 6.5.1 | A web-based notebook environment for interactive computing [notebook_shim](https://pypi.org/project/notebook_shim) | 0.2.0 | A shim layer for notebook traits and config [ntlm_auth](https://pypi.org/project/ntlm_auth) | 1.5.0 | Creates NTLM authentication structures [numba](https://pypi.org/project/numba) | 0.56.3 | compiling Python code using LLVM [numcodecs](https://pypi.org/project/numcodecs) | 0.10.0 | A Python package providing buffer compression and transformation codecs for use in data storage and communication applications. [numdifftools](https://pypi.org/project/numdifftools) | 0.9.40 | Solves automatic numerical differentiation problems in one or more variables. [numexpr](https://pypi.org/project/numexpr) | 2.8.3 | Fast numerical expression evaluator for NumPy [numpy](https://pypi.org/project/numpy) | 1.23.4 | NumPy is the fundamental package for array computing with Python. [numpydoc](https://pypi.org/project/numpydoc) | 1.3 | Sphinx extension to support docstrings in Numpy format [oct2py](https://pypi.org/project/oct2py) | 5.4.3 | Python to GNU Octave bridge --> run m-files from python. [octave_kernel](https://pypi.org/project/octave_kernel) | 0.34.1 | A Jupyter kernel for Octave. [openpyxl](https://pypi.org/project/openpyxl) | 3.0.10 | A Python library to read/write Excel 2010 xlsx/xlsm files [orjson](https://pypi.org/project/orjson) | 3.7.3 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy [osqp](https://pypi.org/project/osqp) | 0.6.2.post5 | OSQP: The Operator Splitting QP Solver [outcome](https://pypi.org/project/outcome) | 1.2.0 | Capture the outcome of Python function calls. [packaging](https://pypi.org/project/packaging) | 21.3 | Core utilities for Python packages [palettable](https://pypi.org/project/palettable) | 3.3.0 | Color palettes for Python [pandas](https://pypi.org/project/pandas) | 1.5.1 | Powerful data structures for data analysis, time series, and statistics [pandas_datareader](https://pypi.org/project/pandas_datareader) | 0.10.0 | Data readers extracted from the pandas codebase,should be compatible with recent pandas versions [pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.0 | Utilities for writing pandoc filters in python [panel](https://pypi.org/project/panel) | 0.14.0 | A high level app and dashboarding solution for Python. [papermill](https://pypi.org/project/papermill) | 2.4.0 | Parametrize and run Jupyter and nteract Notebooks [param](https://pypi.org/project/param) | 1.12.2 | Declarative Python programming using Parameters. [parambokeh](https://pypi.org/project/parambokeh) | 0.2.3 | ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server. [paramiko](https://pypi.org/project/paramiko) | 2.8.0 | SSH2 protocol library [paramnb](https://pypi.org/project/paramnb) | 2.0.4 | Generate ipywidgets from Parameterized objects in the notebook [parso](https://pypi.org/project/parso) | 0.8.3 | A Python Parser [partd](https://pypi.org/project/partd) | 1.2.0 | Appendable key-value storage [pathspec](https://pypi.org/project/pathspec) | 0.9.0 | Utility library for gitignore style pattern matching of file paths. [pathy](https://pypi.org/project/pathy) | 0.6.2 | pathlib.Path subclasses for local and cloud bucket storage [patsy](https://pypi.org/project/patsy) | 0.5.3 | A Python package for describing statistical models and for building design matrices. [pdfrw](https://pypi.org/project/pdfrw) | 0.4.post2 | PDF file reader/writer library [pdvega](https://pypi.org/project/pdvega) | 0.2.1.dev0 | Pandas plotting interface to Vega and Vega-Lite [pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker [pexpect](https://pypi.org/project/pexpect) | 4.8.0 | Pexpect allows easy control of interactive console applications. [pg8000](https://pypi.org/project/pg8000) | 1.23.0 | PostgreSQL interface library [pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support [pillow](https://pypi.org/project/pillow) | 9.2.0 | Python Imaging Library (Fork) [pims](https://pypi.org/project/pims) | 0.6.1 | Python Image Sequence [pint](https://pypi.org/project/pint) | 0.19.2 | Physical quantities module [pip](https://pypi.org/project/pip) | 22.3 | The PyPA recommended tool for installing Python packages. [pkginfo](https://pypi.org/project/pkginfo) | 1.8.3 | Query metadatdata from sdists / bdists / installed packages. [platformdirs](https://pypi.org/project/platformdirs) | 2.5.2 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [plotly](https://pypi.org/project/plotly) | 5.10.0 | An open-source, interactive graphing library for Python [plotnine](https://pypi.org/project/plotnine) | 0.10.1 | A grammar of graphics for python [pluggy](https://pypi.org/project/pluggy) | 1.0.0 | plugin and hook calling mechanisms for python [ply](https://pypi.org/project/ply) | 3.11 | Python Lex & Yacc [pmdarima](https://pypi.org/project/pmdarima) | 2.0.1 | Python's forecast::auto.arima equivalent [polars](https://pypi.org/project/polars) | 0.14.22 | Blazingly fast DataFrame library [portpicker](https://pypi.org/project/portpicker) | 1.5.0 | A library to choose unique available network ports. [ppci](https://pypi.org/project/ppci) | 0.5.8 | A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python [preshed](https://pypi.org/project/preshed) | 3.0.6 | Cython hash table that trusts the keys are pre-hashed [prettytable](https://pypi.org/project/prettytable) | 3.3.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format. [priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree [proglog](https://pypi.org/project/proglog) | 0.1.10 | Log and progress bar manager for console, notebooks, web... [prometheus_client](https://pypi.org/project/prometheus_client) | 0.15.0 | Python client for the Prometheus monitoring system. [prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.29 | Library for building powerful interactive command lines in Python [protobuf](https://pypi.org/project/protobuf) | 4.0.0rc1 | Protocol Buffers [psutil](https://pypi.org/project/psutil) | 5.9.0 | Cross-platform lib for process and system monitoring in Python. [ptpython](https://pypi.org/project/ptpython) | 3.0.20 | Python REPL build on top of prompt_toolkit [ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal [pulp](https://pypi.org/project/pulp) | 2.3 | PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems. [py](https://pypi.org/project/py) | 1.11.0 | library with cross-python path, ini-parsing, io, code, log facilities [py_lru_cache](https://pypi.org/project/py_lru_cache) | 0.1.4 | LRU cache for python. Provides a dictionary-like object as well as a method decorator. [pyaml](https://pypi.org/project/pyaml) | 20.4.0 | PyYAML-based module to produce pretty and readable YAML-serialized data [pyarrow](https://pypi.org/project/pyarrow) | 9.0.0 | Python library for Apache Arrow [pyaudio](https://pypi.org/project/pyaudio) | 0.2.11 | Bindings for PortAudio v19, the cross-platform audio input/output stream library. [pybars3](https://pypi.org/project/pybars3) | 0.9.7 | Handlebars.js templating for Python 3 and 2 [pybind11](https://pypi.org/project/pybind11) | 2.10.0 | Seamless operability between C++11 and Python [pycodestyle](https://pypi.org/project/pycodestyle) | 2.8.0 | Python style guide checker [pycosat](https://pypi.org/project/pycosat) | 0.6.3 | bindings to picosat (a SAT solver) [pycparser](https://pypi.org/project/pycparser) | 2.21 | C parser in Python [pyct](https://pypi.org/project/pyct) | 0.4.8 | python package common tasks for users (e.g. copy examples, fetch data, ...) [pydantic](https://pypi.org/project/pydantic) | 1.9.1 | Data validation and settings management using python 3.6 type hinting [pydeck](https://pypi.org/project/pydeck) | 0.7.1 | Widget for deck.gl maps [pydocstyle](https://pypi.org/project/pydocstyle) | 6.1.1 | Python docstring style checker [pyepsg](https://pypi.org/project/pyepsg) | 0.4.0 | Easy access to the EPSG database via http epsg.io/ [pyerfa](https://pypi.org/project/pyerfa) | 2.0.0.1 | Python bindings for ERFA [pyflakes](https://pypi.org/project/pyflakes) | 2.4.0 | passive checker of Python programs [pyflux](https://pypi.org/project/pyflux) | 0.4.17 | PyFlux: A time-series analysis library for Python [pygad](https://pypi.org/project/pygad) | 2.17.0 | PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch). [pygame](https://pypi.org/project/pygame) | 2.1.2 | Python Game Development [pygbm](https://pypi.org/project/pygbm) | 0.1.0 | Experimental, numba-based Gradient Boosting Machines [pygments](https://pypi.org/project/pygments) | 2.12.0 | Pygments is a syntax highlighting package written in Python. [pyhdf](https://pypi.org/project/pyhdf) | 0.10.5 | pyhdf: Python interface to the NCSA HDF4 library. [pylint](https://pypi.org/project/pylint) | 2.14.0 | python code static checker [pyls_spyder](https://pypi.org/project/pyls_spyder) | 0.4.0 | Spyder extensions for the python-language-server [pymc](https://pypi.org/project/pymc) | 2.3.8 | Markov Chain Monte Carlo sampling toolkit. [pymeta3](https://pypi.org/project/pymeta3) | 0.5.1 | Pattern-matching language based on OMeta for Python 3 and 2 [pymongo](https://pypi.org/project/pymongo) | 4.1.1 | Python driver for MongoDB [pympler](https://pypi.org/project/pympler) | 1.0.1 | A development tool to measure, monitor and analyze the memory behavior of Python objects. [pynacl](https://pypi.org/project/pynacl) | 1.5.0 | Python binding to the Networking and Cryptography (NaCl) library [pynndescent](https://pypi.org/project/pynndescent) | 0.5.7 | Nearest Neighbor Descent [pyodbc](https://pypi.org/project/pyodbc) | 4.0.32 | DB API Module for ODBC [pyopengl](https://pypi.org/project/pyopengl) | 3.1.6 | Standard OpenGL bindings for Python [pypandoc](https://pypi.org/project/pypandoc) | 1.5 | Thin wrapper for pandoc. [pyparsing](https://pypi.org/project/pyparsing) | 2.4.7 | Python parsing module [pyproj](https://pypi.org/project/pyproj) | 3.3.1 | Python interface to PROJ (cartographic projections and coordinate transformations library) [pyqt5](https://pypi.org/project/pyqt5) | 5.15.6 | Python bindings for the Qt cross platform application toolkit [pyqt5_qt5](https://pypi.org/project/pyqt5_qt5) | 5.15.2 | The subset of a Qt installation needed by PyQt5. [pyqt5_sip](https://pypi.org/project/pyqt5_sip) | 12.9.1 | The sip module support for PyQt5 [pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.13.1 | Scientific Graphics and GUI Library for Python [pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.5 | Python bindings for the Qt WebEngine framework [pyqtwebengine_qt5](https://pypi.org/project/pyqtwebengine_qt5) | 5.15.2 | The subset of a Qt installation needed by PyQtWebEngine. [pyrsistent](https://pypi.org/project/pyrsistent) | 0.18.1 | Persistent/Functional/Immutable data structures [pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension [pyshp](https://pypi.org/project/pyshp) | 2.3.0 | Pure Python read/write support for ESRI Shapefile format [pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https github.com/Anorov/PySocks for more information. [pystache](https://pypi.org/project/pystache) | 0.5.4 | Mustache for Python [pytest](https://pypi.org/project/pytest) | 7.1.1 | pytest: simple powerful testing with Python [python_dateutil](https://pypi.org/project/python_dateutil) | 2.8.2 | Extensions to the standard Python datetime module [python_dotenv](https://pypi.org/project/python_dotenv) | 0.19.2 | Add .env support to your django/flask apps in development and deployments [python_hdf4](https://pypi.org/project/python_hdf4) | 0.10.0+dummy | Python-HDF4: Python interface to the NCSA HDF4 library. [python_levenshtein](https://pypi.org/project/python_levenshtein) | 0.12.2 | Python extension for computing string edit distances and similarities. [python_lsp_black](https://pypi.org/project/python_lsp_black) | 1.2.1 | Black plugin for the Python LSP Server [python_lsp_jsonrpc](https://pypi.org/project/python_lsp_jsonrpc) | 1.0.0 | JSON RPC 2.0 server library [python_lsp_server](https://pypi.org/project/python_lsp_server) | 1.5.0 | Python Language Server for the Language Server Protocol [python_multipart](https://pypi.org/project/python_multipart) | 0.0.5 | A streaming multipart parser for Python [python_picard](https://pypi.org/project/python_picard) | 0.7 | Preconditoned ICA for Real Data [python_slugify](https://pypi.org/project/python_slugify) | 6.1.2 | A Python Slugify application that handles Unicode [python_snappy](https://pypi.org/project/python_snappy) | 0.6.1 | Python library for the snappy compression library from Google [pythonnet](https://pypi.org/project/pythonnet) | 3.0.0rc1 | .Net and Mono integration for Python [pythonqwt](https://pypi.org/project/pythonqwt) | 0.10.2 | Qt plotting widgets for Python [pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.2.1 | Python tool configuration [pytz](https://pypi.org/project/pytz) | 2022.4 | World timezone definitions, modern and historical [pytz_deprecation_shim](https://pypi.org/project/pytz_deprecation_shim) | 0.1.0.post0 | Shims to make deprecation of pytz easier [pyviz_comms](https://pypi.org/project/pyviz_comms) | 2.2.0 | Bidirectional communication for the PyViz ecosystem. [pywavelets](https://pypi.org/project/pywavelets) | 1.3.0 | PyWavelets, wavelet transform module [pywin32](https://pypi.org/project/pywin32) | 304.0 | Python for Window Extensions [pywin32_ctypes](https://pypi.org/project/pywin32_ctypes) | 0.2.0 | A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi) [pywinpty](https://pypi.org/project/pywinpty) | 2.0.6 | Python bindings for the winpty library [pywinusb](https://pypi.org/project/pywinusb) | 0.4.2 | A package that simplifies USB/HID communications on windows [pyyaml](https://pypi.org/project/pyyaml) | 6.0 | YAML parser and emitter for Python [pyzmq](https://pypi.org/project/pyzmq) | 24.0.1 | Python bindings for 0MQ [pyzo](https://pypi.org/project/pyzo) | 4.12.4.dev0 | the Python IDE for scientific computing [pyzstd](https://pypi.org/project/pyzstd) | 0.15.2 | Python bindings to Zstandard (zstd) compression library, the API is similar to Python's bz2/lzma/zlib module. [qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.0.3 | The most complete dark stylesheet for Python and Qt applications [qdldl](https://pypi.org/project/qdldl) | 0.1.5.post2 | QDLDL, a free LDL factorization routine. [qpsolvers](https://pypi.org/project/qpsolvers) | 1.8.0 | Quadratic programming solvers in Python with a unified API [qstylizer](https://pypi.org/project/qstylizer) | 0.2.1 | Stylesheet Generator for PyQt{4-5}/PySide{1-2} [qtawesome](https://pypi.org/project/qtawesome) | 1.2.0 | FontAwesome icons in PyQt and PySide applications [qtconsole](https://pypi.org/project/qtconsole) | 5.3.2 | Jupyter Qt console [qtpy](https://pypi.org/project/qtpy) | 2.2.1 | Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets. [quadprog](https://pypi.org/project/quadprog) | 0.1.8 | Quadratic Programming Solver [quantecon](https://pypi.org/project/quantecon) | 0.5.3 | QuantEcon is a package to support all forms of quantitative economic modelling. [quart](https://pypi.org/project/quart) | 0.18.3 | A Python ASGI web microframework with the same API as Flask [rasterio](https://pypi.org/project/rasterio) | 1.2.10 | Fast and direct raster I/O for use with Numpy and SciPy [readme_renderer](https://pypi.org/project/readme_renderer) | 35.0 | readme_renderer is a library for rendering "readme" descriptions for Warehouse [redis](https://pypi.org/project/redis) | 4.3.1 | Python client for Redis key-value store [regex](https://pypi.org/project/regex) | 2022.6.2 | Alternative regular expression module, to replace re. [reportlab](https://pypi.org/project/reportlab) | 3.6.11 | The Reportlab Toolkit [requests](https://pypi.org/project/requests) | 2.28.1 | Python HTTP for Humans. [requests_ntlm](https://pypi.org/project/requests_ntlm) | 1.1.0 | This package allows for HTTP NTLM authentication using the requests library. [requests_toolbelt](https://pypi.org/project/requests_toolbelt) | 0.9.1 | A utility belt for advanced users of python-requests [rfc3986](https://pypi.org/project/rfc3986) | 1.5.0 | Validating URI References per RFC 3986 [rich](https://pypi.org/project/rich) | 12.4.4 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal [rise](https://pypi.org/project/rise) | 5.7.1 | Reveal.js - Jupyter/IPython Slideshow Extension [rope](https://pypi.org/project/rope) | 1.2.0 | a python refactoring library... [rtree](https://pypi.org/project/rtree) | 1.0.0 | R-Tree spatial index for Python GIS [ruamel.yaml](https://pypi.org/project/ruamel.yaml) | 0.17.17 | a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order [rx](https://pypi.org/project/rx) | 3.1.1 | Reactive Extensions (Rx) for Python [scikit_fuzzy](https://pypi.org/project/scikit_fuzzy) | 0.4.1 | Fuzzy logic toolkit for SciPy [scikit_image](https://pypi.org/project/scikit_image) | 0.19.3 | Image processing routines for SciPy [scikit_learn](https://pypi.org/project/scikit_learn) | 1.1.2 | A set of python modules for machine learning and data mining [scikit_optimize](https://pypi.org/project/scikit_optimize) | 0.9.0 | Sequential model-based optimization toolbox. [scilab2py](https://pypi.org/project/scilab2py) | 0.6.2 | Python to Scilab bridge [scipy](https://pypi.org/project/scipy) | 1.9.3 | SciPy: Scientific Library for Python [scramp](https://pypi.org/project/scramp) | 1.4.1 | An implementation of the SCRAM protocol. [scs](https://pypi.org/project/scs) | 3.2.0 | scs: splitting conic solver [seaborn](https://pypi.org/project/seaborn) | 0.12.1 | seaborn: statistical data visualization [send2trash](https://pypi.org/project/send2trash) | 1.8.0 | Send file to trash natively under Mac OS X, Windows and Linux. [setuptools](https://pypi.org/project/setuptools) | 65.5.0 | Easily download, build, install, upgrade, and uninstall Python packages [shap](https://pypi.org/project/shap) | 0.40.0 | A unified approach to explain the output of any machine learning model. [shapely](https://pypi.org/project/shapely) | 1.8.2 | Geometric objects, predicates, and operations [simpervisor](https://pypi.org/project/simpervisor) | 0.4 | Simple async process supervisor [simplegeneric](https://pypi.org/project/simplegeneric) | 0.8.1 | Simple generic functions (similar to Python's own len(), pickle.dump(), etc.) [simplejson](https://pypi.org/project/simplejson) | 3.17.6 | Simple, fast, extensible JSON encoder/decoder for Python [simpy](https://pypi.org/project/simpy) | 4.0.1 | Event discrete, process based simulation for Python. [six](https://pypi.org/project/six) | 1.16.0 | Python 2 and 3 compatibility utilities [sklearn_contrib_lightning](https://pypi.org/project/sklearn_contrib_lightning) | 0.6.2.post0 | Large-scale sparse linear classification, regression and ranking in Python [slicer](https://pypi.org/project/slicer) | 0.0.7 | A small package for big slicing. [slicerator](https://pypi.org/project/slicerator) | 1.1.0 | A lazy-loading, fancy-sliceable iterable. [smart_open](https://pypi.org/project/smart_open) | 5.2.1 | Utils for streaming large files (S3, HDFS, GCS, Azure Blob Storage, gzip, bz2...) [smmap](https://pypi.org/project/smmap) | 5.0.0 | A pure Python implementation of a sliding window memory map manager [snakeviz](https://pypi.org/project/snakeviz) | 2.1.0 | A web-based viewer for Python profiler output [sniffio](https://pypi.org/project/sniffio) | 1.2.0 | Sniff out which async library your code is running under [snowballstemmer](https://pypi.org/project/snowballstemmer) | 2.2.0 | This package provides 26 stemmers for 25 languages generated from Snowball algorithms. [snuggs](https://pypi.org/project/snuggs) | 1.4.7 | Snuggs are s-expressions for Numpy [sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set [sounddevice](https://pypi.org/project/sounddevice) | 0.4.4 | Play and Record Sound with Python [soupsieve](https://pypi.org/project/soupsieve) | 2.3.2.post1 | A modern CSS selector implementation for Beautiful Soup. [spacy](https://pypi.org/project/spacy) | 3.4.1 | Industrial-strength Natural Language Processing (NLP) in Python [spacy_legacy](https://pypi.org/project/spacy_legacy) | 3.0.9 | Legacy registered functions for spaCy backwards compatibility [spacy_loggers](https://pypi.org/project/spacy_loggers) | 1.0.3 | Logging utilities for SpaCy [sphinx](https://pypi.org/project/sphinx) | 5.0.2 | Tool for generating documentation which uses reStructuredText as its markup language [sphinx_rtd_theme](https://pypi.org/project/sphinx_rtd_theme) | 1.0.0 | Read the Docs theme for Sphinx [sphinxcontrib_applehelp](https://pypi.org/project/sphinxcontrib_applehelp) | 1.0.2 | sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books [sphinxcontrib_devhelp](https://pypi.org/project/sphinxcontrib_devhelp) | 1.0.2 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document. [sphinxcontrib_htmlhelp](https://pypi.org/project/sphinxcontrib_htmlhelp) | 2.0.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files [sphinxcontrib_jsmath](https://pypi.org/project/sphinxcontrib_jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript [sphinxcontrib_qthelp](https://pypi.org/project/sphinxcontrib_qthelp) | 1.0.3 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document. [sphinxcontrib_serializinghtml](https://pypi.org/project/sphinxcontrib_serializinghtml) | 1.1.5 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle). [spyder](https://pypi.org/project/spyder) | 5.3.3 | The Scientific Python Development Environment [spyder_kernels](https://pypi.org/project/spyder_kernels) | 2.3.3 | Jupyter kernels for Spyder's console [sqlalchemy](https://pypi.org/project/sqlalchemy) | 1.4.42 | Database Abstraction Library [sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.12.2 | a graphic SQLite Client in 1 Python file [sqlite_fts4](https://pypi.org/project/sqlite_fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search [sqlite_utils](https://pypi.org/project/sqlite_utils) | 3.29 | CLI tool and Python utility functions for manipulating SQLite databases [sqlparse](https://pypi.org/project/sqlparse) | 0.4.3 | Non-validating SQL parser [srsly](https://pypi.org/project/srsly) | 2.4.4 | Modern high-performance serialization utilities for Python [sspyrs](https://pypi.org/project/sspyrs) | 0.2 | Lightweight interface for SSRS reports to python [starlette](https://pypi.org/project/starlette) | 0.20.4 | The little ASGI library that shines. [statsmodels](https://pypi.org/project/statsmodels) | 0.13.2 | Statistical computations and models for Python [streamlit](https://pypi.org/project/streamlit) | 1.4.0 | The fastest way to build data apps in Python [streamz](https://pypi.org/project/streamz) | 0.6.3 | Streams [supersmoother](https://pypi.org/project/supersmoother) | 0.4 | Python implementation of Friedman's Supersmoother [swifter](https://pypi.org/project/swifter) | 1.0.9 | A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner [sympy](https://pypi.org/project/sympy) | 1.11.1 | Computer algebra system (CAS) in Python [tables](https://pypi.org/project/tables) | 3.7.0 | Hierarchical datasets for Python [tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data [tbats](https://pypi.org/project/tbats) | 1.1.0 | BATS and TBATS for time series forecasting [tblib](https://pypi.org/project/tblib) | 1.7.0 | Traceback serialization library. [tenacity](https://pypi.org/project/tenacity) | 8.1.0 | Retry code until it succeeds [termcolor](https://pypi.org/project/termcolor) | 1.1.0 | ANSII Color formatting for output in terminal. [terminado](https://pypi.org/project/terminado) | 0.16.0 | Terminals served to xterm.js using Tornado websockets [text_unidecode](https://pypi.org/project/text_unidecode) | 1.3 | The most basic Text::Unidecode port [textdistance](https://pypi.org/project/textdistance) | 4.2.2 | Compute distance between the two texts. [textwrap3](https://pypi.org/project/textwrap3) | 0.9.2 | textwrap from Python 3.6 backport (plus a few tweaks) [thinc](https://pypi.org/project/thinc) | 8.1.0 | Practical Machine Learning for NLP [threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.1.0 | threadpoolctl [three_merge](https://pypi.org/project/three_merge) | 0.1.1 | Simple library for merging two strings with respect to a base one [tifffile](https://pypi.org/project/tifffile) | 2022.5.4 | Read and write TIFF(r) files [tinycss2](https://pypi.org/project/tinycss2) | 1.1.1 | tinycss2 [toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language [tomli](https://pypi.org/project/tomli) | 2.0.1 | A lil' TOML parser [tomli_w](https://pypi.org/project/tomli_w) | 1.0.0 | A lil' TOML writer [tomlkit](https://pypi.org/project/tomlkit) | 0.11.5 | Style preserving TOML library [toolz](https://pypi.org/project/toolz) | 0.11.2 | List processing tools and functional utilities [torch](https://pypi.org/project/torch) | 1.12.1 | Tensors and Dynamic neural networks in Python with strong GPU acceleration [torchaudio](https://pypi.org/project/torchaudio) | 0.12.1 | An audio package for PyTorch [torchvision](https://pypi.org/project/torchvision) | 0.13.1 | image and video datasets and models for torch deep learning [tornado](https://pypi.org/project/tornado) | 6.1 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. [tqdm](https://pypi.org/project/tqdm) | 4.64.0 | Fast, Extensible Progress Meter [traitlets](https://pypi.org/project/traitlets) | 5.4.0 | Traitlets Python config system [traittypes](https://pypi.org/project/traittypes) | 0.2.1 | Scipy trait types [trio](https://pypi.org/project/trio) | 0.22.0 | A friendly Python library for async concurrency and I/O [trio_asyncio](https://pypi.org/project/trio_asyncio) | 0.12.0 | A re-implementation of the asyncio mainloop on top of Trio [twine](https://pypi.org/project/twine) | 4.0.1 | Collection of utilities for publishing packages on PyPI [twitter](https://pypi.org/project/twitter) | 1.19.2 | An API and command-line toolset for Twitter (twitter.com) [typer](https://pypi.org/project/typer) | 0.4.2 | Typer, build great CLIs. Easy to code. Based on Python type hints. [typing_extensions](https://pypi.org/project/typing_extensions) | 4.4.0 | Backported and Experimental Type Hints for Python 3.5+ [tzdata](https://pypi.org/project/tzdata) | 2022.5 | Provider of IANA time zone data [tzlocal](https://pypi.org/project/tzlocal) | 4.2 | tzinfo object for the local timezone [ujson](https://pypi.org/project/ujson) | 5.3.0 | Ultra fast JSON encoder and decoder for Python [umap_learn](https://pypi.org/project/umap_learn) | 0.5.1 | Uniform Manifold Approximation and Projection [uncertainties](https://pypi.org/project/uncertainties) | 3.1.6 | Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives [urllib3](https://pypi.org/project/urllib3) | 1.26.10 | HTTP library with thread-safe connection pooling, file post, and more. [uvicorn](https://pypi.org/project/uvicorn) | 0.19.0 | The lightning-fast ASGI server. [validators](https://pypi.org/project/validators) | 0.18.2 | Python Data Validation for Humans™. [vega](https://pypi.org/project/vega) | 3.6.0 | A Jupyter widget for Vega 5 and Vega-Lite 4 [vega_datasets](https://pypi.org/project/vega_datasets) | 0.9.0 | A Python package for offline access to Vega datasets [virtualenv](https://pypi.org/project/virtualenv) | 20.14.1 | Virtual Python Environment builder [vitables](https://pypi.org/project/vitables) | 3.0.2 | A viewer for PyTables package [waitress](https://pypi.org/project/waitress) | 2.1.2 | Waitress WSGI server [wasabi](https://pypi.org/project/wasabi) | 0.10.1 | A lightweight console printing and formatting toolkit [wasmer](https://pypi.org/project/wasmer) | 1.1.0 | Python extension to run WebAssembly binaries [wasmer_compiler_cranelift](https://pypi.org/project/wasmer_compiler_cranelift) | 1.1.0 | The Cranelift compiler for the `wasmer` package (to compile WebAssembly module) [wasmer_compiler_singlepass](https://pypi.org/project/wasmer_compiler_singlepass) | 1.1.0 | Python extension to run WebAssembly binaries [watchdog](https://pypi.org/project/watchdog) | 2.1.8 | Filesystem events monitoring [wcwidth](https://pypi.org/project/wcwidth) | 0.2.5 | Measures number of Terminal column cells of wide-character codes [webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content [websocket_client](https://pypi.org/project/websocket_client) | 1.4.1 | WebSocket client for Python. hybi13 is supported. [werkzeug](https://pypi.org/project/werkzeug) | 2.2.2 | The comprehensive WSGI web application library. [whatthepatch](https://pypi.org/project/whatthepatch) | 1.0.2 | A patch parsing and application library. [wheel](https://pypi.org/project/wheel) | 0.37.1 | A built-package format for Python [widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 3.6.1 | IPython HTML widgets for Jupyter [winpython](http://winpython.github.io/) | 5.0.20221023 | WinPython distribution tools, including WPPM [wordcloud](https://pypi.org/project/wordcloud) | 1.8.1 | A little word cloud generator [wrapt](https://pypi.org/project/wrapt) | 1.14.1 | Module for decorators, wrappers and monkey patching. [wsproto](https://pypi.org/project/wsproto) | 1.2.0 | WebSockets state-machine based protocol implementation [xarray](https://pypi.org/project/xarray) | 2022.10.0 | N-D labeled arrays and datasets in Python [xgboost](https://pypi.org/project/xgboost) | 1.6.1 | XGBoost Python Package [xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.0.3 | A Python module for creating Excel XLSX files. [xlwings](https://pypi.org/project/xlwings) | 0.24.7 | Make Excel fly: Interact with Excel from Python and vice versa. [xmltodict](https://pypi.org/project/xmltodict) | 0.13.0 | Makes working with XML feel like you are working with JSON [xyzservices](https://pypi.org/project/xyzservices) | 2022.6.0 | Source of XYZ tiles providers [yapf](https://pypi.org/project/yapf) | 0.32.0 | A formatter for Python code. [yarl](https://pypi.org/project/yarl) | 1.7.2 | Yet another URL library [zarr](https://pypi.org/project/zarr) | 2.11.3 | An implementation of chunked, compressed, N-dimensional arrays for Python. [zict](https://pypi.org/project/zict) | 2.2.0 | Mutable mapping tools [zipp](https://pypi.org/project/zipp) | 3.9.0 | Backport of pathlib-compatible object wrapper for zip files [zstandard](https://pypi.org/project/zstandard) | 0.17.0 | Zstandard bindings for Python

WinPython 3.11.0.1

The following packages are included in WinPython-64bit v3.11.0.1 b5.

### Tools Name | Version | Description -----|---------|------------ [Nodejs](https://nodejs.org) | v16.16.0 | a JavaScript runtime built on Chrome's V8 JavaScript engine [npmjs](https://www.npmjs.com/) | 8.11.0 | a package manager for JavaScript [Pandoc](https://pandoc.org/) | 2.3 | a universal document converter ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.11.0 | Python programming language with standard library [adodbapi](https://pypi.org/project/adodbapi) | 2.6.1.3 | A pure Python package implementing PEP 249 DB-API using Microsoft ADO. [affine](https://pypi.org/project/affine) | 2.3.1 | Matrices describing affine transformation of the plane. [aiofiles](https://pypi.org/project/aiofiles) | 0.8.0 | File support for asyncio. [aiohttp](https://pypi.org/project/aiohttp) | 3.8.3 | Async http client/server framework (asyncio) [aiosignal](https://pypi.org/project/aiosignal) | 1.2.0 | aiosignal: a list of registered asynchronous callbacks [aiosqlite](https://pypi.org/project/aiosqlite) | 0.17.0 | asyncio bridge to the standard sqlite3 module [alabaster](https://pypi.org/project/alabaster) | 0.7.12 | A configurable sidebar-enabled Sphinx theme [alembic](https://pypi.org/project/alembic) | 1.8.0 | A database migration tool for SQLAlchemy. [algopy](https://pypi.org/project/algopy) | 0.5.7 | ALGOPY: Taylor Arithmetic Computation and Algorithmic Differentiation [altair](https://pypi.org/project/altair) | 4.2.0 | Altair: A declarative statistical visualization library for Python. [altair_data_server](https://pypi.org/project/altair_data_server) | 0.4.1 | A background data server for Altair charts. [altair_transform](https://pypi.org/project/altair_transform) | 0.2.0 | A python engine for evaluating Altair transforms. [altair_widgets](https://pypi.org/project/altair_widgets) | 0.2.2 | Altair Widgets: An interactive visualization for statistical data for Python. [amply](https://pypi.org/project/amply) | 0.1.5 | Amply allows you to load and manipulate AMPL/GLPK data as Python data structures [aniso8601](https://pypi.org/project/aniso8601) | 9.0.1 | A library for parsing ISO 8601 strings. [ansiwrap](https://pypi.org/project/ansiwrap) | 0.8.4 | textwrap, but savvy to ANSI colors and styles [anyio](https://pypi.org/project/anyio) | 3.6.2 | High level compatibility layer for multiple asynchronous event loop implementations [appdirs](https://pypi.org/project/appdirs) | 1.4.4 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [argon2_cffi](https://pypi.org/project/argon2_cffi) | 21.3.0 | The secure Argon2 password hashing algorithm. [argon2_cffi_bindings](https://pypi.org/project/argon2_cffi_bindings) | 21.2.0 | Low-level CFFI bindings for Argon2 [asciitree](https://pypi.org/project/asciitree) | 0.3.3 | Draws ASCII trees. [asgi_csrf](https://pypi.org/project/asgi_csrf) | 0.9 | ASGI middleware for protecting against CSRF attacks [asgiref](https://pypi.org/project/asgiref) | 3.5.2 | ASGI specs, helper code, and adapters [asn1crypto](https://pypi.org/project/asn1crypto) | 1.4.0 | Fast ASN.1 parser and serializer with definitions for private keys, public keys, certificates, CRL, OCSP, CMS, PKCS#3, PKCS#7, PKCS#8, PKCS#12, PKCS#5, X.509 and TSP [asteval](https://pypi.org/project/asteval) | 0.9.27 | Safe, minimalistic evaluator of python expression using ast module [astroid](https://pypi.org/project/astroid) | 2.11.5 | An abstract syntax tree for Python with inference support. [asttokens](https://pypi.org/project/asttokens) | 2.0.5 | Annotate AST trees with source code positions [async_generator](https://pypi.org/project/async_generator) | 1.10 | Async generators and context managers for Python 3.5+ [async_timeout](https://pypi.org/project/async_timeout) | 4.0.2 | Timeout context manager for asyncio programs [atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes. [attrs](https://pypi.org/project/attrs) | 22.1.0 | Classes Without Boilerplate [autopep8](https://pypi.org/project/autopep8) | 1.7.0 | A tool that automatically formats Python code to conform to the PEP 8 style guide [babel](https://pypi.org/project/babel) | 2.10.3 | Internationalization utilities [backcall](https://pypi.org/project/backcall) | 0.2.0 | Specifications for callback functions passed in to an API [backports_abc](https://pypi.org/project/backports_abc) | 0.5 | A backport of recent additions to the 'collections.abc' module. [baresql](https://pypi.org/project/baresql) | 0.7.6 | playing SQL directly on Python datas [beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.11.1 | Screen-scraping library [black](https://pypi.org/project/black) | 22.10.0 | The uncompromising code formatter. [bleach](https://pypi.org/project/bleach) | 5.0.0 | An easy safelist-based HTML-sanitizing tool. [blinker](https://pypi.org/project/blinker) | 1.4 | Fast, simple object-to-object and broadcast signaling [blosc](https://pypi.org/project/blosc) | 1.10.6 | Blosc data compressor [bokeh](https://pypi.org/project/bokeh) | 2.4.3 | Interactive plots and applications in the browser from Python [bottleneck](https://pypi.org/project/bottleneck) | 1.3.4 | Fast NumPy array functions written in C [bqplot](https://pypi.org/project/bqplot) | 0.12.36 | Interactive plotting for the Jupyter notebook, using d3.js and ipywidgets. [branca](https://pypi.org/project/branca) | 0.5.0 | Generate complex HTML+JS pages with Python [brewer2mpl](https://pypi.org/project/brewer2mpl) | 1.4.1 | Connect colorbrewer2.org color maps to Python and matplotlib [brotli](https://pypi.org/project/brotli) | 1.0.9 | Python bindings for the Brotli compression library [cachelib](https://pypi.org/project/cachelib) | 0.9.0 | A collection of cache libraries in the same API interface. [certifi](https://pypi.org/project/certifi) | 2022.9.24 | Python package for providing Mozilla's CA Bundle. [cffi](https://pypi.org/project/cffi) | 1.15.0 | Foreign Function Interface for Python calling C code. [cftime](https://pypi.org/project/cftime) | 1.6.0 | Time-handling functionality from netcdf4-python [charset_normalizer](https://pypi.org/project/charset_normalizer) | 2.0.12 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. [click](https://pypi.org/project/click) | 8.1.3 | Composable command line interface toolkit [click_default_group_wheel](https://pypi.org/project/click_default_group_wheel) | 1.2.2 | Extends click.Group to invoke a command without explicit subcommand name (packaged as a wheel) [click_plugins](https://pypi.org/project/click_plugins) | 1.1.1 | An extension module for click to enable registering CLI commands via setuptools entry-points. [cligj](https://pypi.org/project/cligj) | 0.7.2 | Click params for commmand line interfaces to GeoJSON [cloudpickle](https://pypi.org/project/cloudpickle) | 2.1.0 | Extended pickling support for Python objects [clr_loader](https://pypi.org/project/clr_loader) | 0.1.7 | Generic pure Python loader for .NET runtimes [clrmagic](https://pypi.org/project/clrmagic) | 0.0.1a2 | IPython cell magic to use .NET languages [colorama](https://pypi.org/project/colorama) | 0.4.4 | Cross-platform colored terminal text. [colorcet](https://pypi.org/project/colorcet) | 3.0.1 | Collection of perceptually uniform colormaps [commonmark](https://pypi.org/project/commonmark) | 0.9.1 | Python parser for the CommonMark Markdown spec [coverage](https://pypi.org/project/coverage) | 6.4.1 | Code coverage measurement for Python [cramjam](https://pypi.org/project/cramjam) | 2.5.0 | Thin Python bindings to de/compression algorithms in Rust [cryptography](https://pypi.org/project/cryptography) | 3.4.7 | cryptography is a package which provides cryptographic recipes and primitives to Python developers. [csvs_to_sqlite](https://pypi.org/project/csvs_to_sqlite) | 1.3.1a0 | Convert CSV files into a SQLite database [cycler](https://pypi.org/project/cycler) | 0.11.0 | Composable style cycles [cython](https://pypi.org/project/cython) | 0.29.32 | The Cython compiler for writing C extensions for the Python language. [cytoolz](https://pypi.org/project/cytoolz) | 0.11.2 | Cython implementation of Toolz: High performance functional utilities [dash](https://pypi.org/project/dash) | 2.6.2 | A Python framework for building reactive web-apps. Developed by Plotly. [dash_core_components](https://pypi.org/project/dash_core_components) | 2.0.0 | Core component suite for Dash [dash_html_components](https://pypi.org/project/dash_html_components) | 2.0.0 | Vanilla HTML components for Dash [dash_table](https://pypi.org/project/dash_table) | 5.0.0 | Dash table [dask](https://pypi.org/project/dask) | 2022.10.0 | Parallel PyData with Task Scheduling [dask_image](https://pypi.org/project/dask_image) | 2022.9.0 | Distributed image processing [dask_labextension](https://pypi.org/project/dask_labextension) | 5.3.0 | A Jupyter Notebook server extension manages Dask clusters. [dask_searchcv](https://pypi.org/project/dask_searchcv) | 0.2.0 | Tools for doing hyperparameter search with Scikit-Learn and Dask [databases](https://pypi.org/project/databases) | 0.5.5 | Async database support for Python. [datasette](https://pypi.org/project/datasette) | 0.62 | A tool for exploring and publishing data [datasette_graphql](https://pypi.org/project/datasette_graphql) | 2.1.1 | Datasette plugin providing an automatic GraphQL API for your SQLite databases [dateparser](https://pypi.org/project/dateparser) | 1.1.0 | Date parsing library designed to parse dates from HTML pages [db.py](https://pypi.org/project/db.py) | 0.5.4b1 | a db package that doesn't suck [deap](https://pypi.org/project/deap) | 1.3.1 | Distributed Evolutionary Algorithms in Python [debugpy](https://pypi.org/project/debugpy) | 1.6.2 | An implementation of the Debug Adapter Protocol for Python [decorator](https://pypi.org/project/decorator) | 4.4.2 | Decorators for Humans [defusedxml](https://pypi.org/project/defusedxml) | 0.7.1 | XML bomb protection for Python stdlib modules [deprecated](https://pypi.org/project/deprecated) | 1.2.13 | Python @deprecated decorator to deprecate old python classes, functions or methods. [deprecation](https://pypi.org/project/deprecation) | 2.1.0 | A library to handle automated deprecations [dill](https://pypi.org/project/dill) | 0.3.5 | serialize all of python [distlib](https://pypi.org/project/distlib) | 0.3.4 | Distribution utilities [distributed](https://pypi.org/project/distributed) | 2022.10.0 | Distributed scheduler for Dask [django](https://pypi.org/project/django) | 4.1.2 | A high-level Python web framework that encourages rapid development and clean, pragmatic design. [docopt](https://pypi.org/project/docopt) | 0.6.2 | Pythonic argument parser, that will make you smile [docrepr](https://pypi.org/project/docrepr) | 0.1.1 | docrepr renders Python docstrings in HTML [docutils](https://pypi.org/project/docutils) | 0.17.1 | Docutils -- Python Documentation Utilities [emcee](https://pypi.org/project/emcee) | 3.1.2 | The Python ensemble sampling toolkit for MCMC [entrypoints](https://pypi.org/project/entrypoints) | 0.4 | Discover and load entry points from installed packages. [et_xmlfile](https://pypi.org/project/et_xmlfile) | 1.1.0 | An implementation of lxml.xmlfile for the standard library [executing](https://pypi.org/project/executing) | 1.1.1 | Get the currently executing AST node of a frame, and other information [fast_histogram](https://pypi.org/project/fast_histogram) | 0.11 | Fast simple 1D and 2D histograms [fastapi](https://pypi.org/project/fastapi) | 0.85.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production [fasteners](https://pypi.org/project/fasteners) | 0.17.3 | A python package that provides useful locks. [fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.16.2 | Fastest Python implementation of JSON schema [fastparquet](https://pypi.org/project/fastparquet) | 0.8.0 | Python support for Parquet file format [filelock](https://pypi.org/project/filelock) | 3.7.1 | A platform independent file lock. [filterpy](https://pypi.org/project/filterpy) | 1.4.5 | Kalman filtering and optimal estimation library [flask](https://pypi.org/project/flask) | 2.2.2 | A simple framework for building complex web applications. [flask_accepts](https://pypi.org/project/flask_accepts) | 0.18.4 | Easy, opinionated Flask input/output handling with Flask-restx and Marshmallow [flask_compress](https://pypi.org/project/flask_compress) | 1.13 | Compress responses in your Flask app with gzip. [flask_mail](https://pypi.org/project/flask_mail) | 0.9.1 | Flask extension for sending email [flask_restx](https://pypi.org/project/flask_restx) | 0.5.1 | Fully featured framework for fast, easy and documented API development with Flask [flask_session](https://pypi.org/project/flask_session) | 0.4.0 | Adds server-side session support to your Flask application [flask_sqlalchemy](https://pypi.org/project/flask_sqlalchemy) | 2.5.1 | Adds SQLAlchemy support to your Flask application. [flaskerize](https://pypi.org/project/flaskerize) | 0.14.0 | Python CLI build/dev tool for templated code generation and project modification. Think Angular schematics for Python. [flit](https://pypi.org/project/flit) | 3.7.1 | A simple packaging tool for simple packages. [flit_core](https://pypi.org/project/flit_core) | 3.7.1 | Distribution-building parts of Flit. See flit package for more information [folium](https://pypi.org/project/folium) | 0.13.0 | Make beautiful maps with Leaflet.js & Python [fonttools](https://pypi.org/project/fonttools) | 4.37.4 | Tools to manipulate font files [formlayout](https://pypi.org/project/formlayout) | 1.2.1a1 | The most easy way to create Qt form dialogs and widgets with Python [frozenlist](https://pypi.org/project/frozenlist) | 1.3.0 | A list-like structure which implements collections.abc.MutableSequence [fs](https://pypi.org/project/fs) | 2.4.15 | Python's filesystem abstraction layer [fsspec](https://pypi.org/project/fsspec) | 2022.7.1 | File-system specification [future](https://pypi.org/project/future) | 0.18.2 | Clean single-source support for Python 3 and 2 [fuzzywuzzy](https://pypi.org/project/fuzzywuzzy) | 0.18.0 | Fuzzy string matching in python [gdal](https://pypi.org/project/gdal) | 3.4.3 | GDAL: Geospatial Data Abstraction Library [geographiclib](https://pypi.org/project/geographiclib) | 1.52 | The geodesic routines from GeographicLib [geopy](https://pypi.org/project/geopy) | 2.2.0 | Python Geocoding Toolbox [gitdb](https://pypi.org/project/gitdb) | 4.0.9 | Git Object Database [gitpython](https://pypi.org/project/gitpython) | 3.1.29 | Python Git Library [graphene](https://pypi.org/project/graphene) | 3.1.1 | GraphQL Framework for Python [graphql_core](https://pypi.org/project/graphql_core) | 3.2.3 | GraphQL implementation for Python, a port of GraphQL.js, the JavaScript reference implementation for GraphQL. [graphql_relay](https://pypi.org/project/graphql_relay) | 3.2.0 | Relay library for graphql-core-next [great_expectations](https://pypi.org/project/great_expectations) | 0.14.11 | Always know what to expect from your data. [greenlet](https://pypi.org/project/greenlet) | 2.0.0a3.dev0 | Lightweight in-process concurrent programming [guidata](https://pypi.org/project/guidata) | 2.3.0 | Automatic graphical user interfaces generation for easy dataset editing and display [h11](https://pypi.org/project/h11) | 0.12.0 | A pure-Python, bring-your-own-I/O implementation of HTTP/1.1 [h2](https://pypi.org/project/h2) | 4.1.0 | HTTP/2 State-Machine based protocol implementation [h5py](https://pypi.org/project/h5py) | 3.7.0 | Read and write HDF5 files from Python [heapdict](https://pypi.org/project/heapdict) | 1.0.1 | a heap with decrease-key and increase-key operations [holoviews](https://pypi.org/project/holoviews) | 1.15.1 | Stop plotting your data - annotate your data and let it visualize itself. [hpack](https://pypi.org/project/hpack) | 4.0.0 | Pure-Python HPACK header compression [html5lib](https://pypi.org/project/html5lib) | 1.1 | HTML parser based on the WHATWG HTML specification [httpcore](https://pypi.org/project/httpcore) | 0.15.0 | A minimal low-level HTTP client. [httpie](https://pypi.org/project/httpie) | 3.2.1 | HTTPie - a CLI, cURL-like tool for humans. [httpx](https://pypi.org/project/httpx) | 0.23.0 | The next generation HTTP client. [hupper](https://pypi.org/project/hupper) | 1.10.3 | Integrated process monitor for developing and reloading daemons. [husl](https://pypi.org/project/husl) | 4.0.3 | Human-friendly HSL [hvplot](https://pypi.org/project/hvplot) | 0.8.1 | A high-level plotting API for the PyData ecosystem built on HoloViews. [hypercorn](https://pypi.org/project/hypercorn) | 0.14.3 | A ASGI Server based on Hyper libraries and inspired by Gunicorn. [hyperframe](https://pypi.org/project/hyperframe) | 6.0.1 | HTTP/2 framing layer for Python [hypothesis](https://pypi.org/project/hypothesis) | 6.56.2 | A library for property-based testing [idlex](https://pypi.org/project/idlex) | 1.22 | IDLE Extensions for Python [idna](https://pypi.org/project/idna) | 3.1 | Internationalized Domain Names in Applications (IDNA) [imageio](https://pypi.org/project/imageio) | 2.22.1 | Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. [imageio_ffmpeg](https://pypi.org/project/imageio_ffmpeg) | 0.4.2 | FFMPEG wrapper for Python [imagesize](https://pypi.org/project/imagesize) | 1.4.1 | Getting image size from png/jpeg/jpeg2000/gif file [imbalanced_learn](https://pypi.org/project/imbalanced_learn) | 0.9.1 | Toolbox for imbalanced dataset in machine learning. [importlib_metadata](https://pypi.org/project/importlib_metadata) | 5.0.0 | Read metadata from Python packages [iniconfig](https://pypi.org/project/iniconfig) | 1.1.1 | iniconfig: brain-dead simple config-ini parsing [intake](https://pypi.org/project/intake) | 0.6.4 | Data load and catalog system [ipycanvas](https://pypi.org/project/ipycanvas) | 0.13.1 | Interactive widgets library exposing the browser's Canvas API [ipykernel](https://pypi.org/project/ipykernel) | 6.16.0 | IPython Kernel for Jupyter [ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.17.2 | A Jupyter widget for dynamic Leaflet maps [ipympl](https://pypi.org/project/ipympl) | 0.9.2 | Matplotlib Jupyter Extension [ipython](https://pypi.org/project/ipython) | 8.4.0 | IPython: Productive Interactive Computing [ipython_genutils](https://pypi.org/project/ipython_genutils) | 0.2.0 | Vestigial utilities from IPython [ipython_sql](https://pypi.org/project/ipython_sql) | 0.4.1b1 | RDBMS access via IPython [ipywidgets](https://pypi.org/project/ipywidgets) | 7.7.1 | IPython HTML widgets for Jupyter [isort](https://pypi.org/project/isort) | 5.10.1 | A Python utility / library to sort Python imports. [itsdangerous](https://pypi.org/project/itsdangerous) | 2.1.2 | Various helpers to pass data to untrusted environments and back. [janus](https://pypi.org/project/janus) | 1.0.0 | Mixed sync-async queue to interoperate between asyncio tasks and classic threads [jedi](https://pypi.org/project/jedi) | 0.18.1 | An autocompletion tool for Python that can be used for text editors. [jinja2](https://pypi.org/project/jinja2) | 3.0.3 | A small but fast and easy to use stand-alone template engine written in pure python. [joblib](https://pypi.org/project/joblib) | 1.2.0 | Lightweight pipelining: using Python functions as pipeline jobs. [json5](https://pypi.org/project/json5) | 0.9.8 | A Python implementation of the JSON5 data format. [jsonpatch](https://pypi.org/project/jsonpatch) | 1.32 | Apply JSON-Patches (RFC 6902) [jsonpointer](https://pypi.org/project/jsonpointer) | 2.3 | Identify specific nodes in a JSON document (RFC 6901) [jsonschema](https://pypi.org/project/jsonschema) | 4.6.2 | An implementation of JSON Schema validation for Python [julia](https://pypi.org/project/julia) | 0.5.7 | Julia/Python bridge with IPython support. [jupyter](https://pypi.org/project/jupyter) | 1.0.0 | Jupyter metapackage. Install all the Jupyter components in one go. [jupyter_bokeh](https://pypi.org/project/jupyter_bokeh) | 3.0.4 | A Jupyter extension for rendering Bokeh content. [jupyter_client](https://pypi.org/project/jupyter_client) | 7.3.4 | Jupyter protocol implementation and client libraries [jupyter_console](https://pypi.org/project/jupyter_console) | 6.4.4 | Jupyter terminal console [jupyter_core](https://pypi.org/project/jupyter_core) | 4.11.2 | Jupyter core package. A base package on which Jupyter projects rely. [jupyter_lsp](https://pypi.org/project/jupyter_lsp) | 1.5.1 | Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server [jupyter_packaging](https://pypi.org/project/jupyter_packaging) | 0.12.3 | Jupyter Packaging Utilities [jupyter_server](https://pypi.org/project/jupyter_server) | 1.21.0 | The Jupyter Server [jupyter_server_mathjax](https://pypi.org/project/jupyter_server_mathjax) | 0.2.6 | MathJax resources as a Jupyter Server Extension. [jupyter_server_proxy](https://pypi.org/project/jupyter_server_proxy) | 3.2.1 | Jupyter server extension to supervise and proxy web services [jupyter_sphinx](https://pypi.org/project/jupyter_sphinx) | 0.4.0 | Jupyter Sphinx Extensions [jupyterlab](https://pypi.org/project/jupyterlab) | 3.4.8 | The JupyterLab notebook server extension. [jupyterlab_launcher](https://pypi.org/project/jupyterlab_launcher) | 0.13.1 | Jupyter Launcher [jupyterlab_lsp](https://pypi.org/project/jupyterlab_lsp) | 3.10.2 | Language Server Protocol integration for JupyterLab [jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) | 0.2.2 | Pygments theme [jupyterlab_server](https://pypi.org/project/jupyterlab_server) | 2.16.1 | JupyterLab Server [jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) | 3.0.3 | JupyterLab extension providing HTML widgets [keyring](https://pypi.org/project/keyring) | 23.5.0 | Store and access your passwords safely. [kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.3 | A fast implementation of the Cassowary constraint solver [lazy_object_proxy](https://pypi.org/project/lazy_object_proxy) | 1.7.1 | A fast and thorough lazy object proxy. [lmfit](https://pypi.org/project/lmfit) | 1.0.3 | Least-Squares Minimization with Bounds and Constraints [locket](https://pypi.org/project/locket) | 1.0.0 | File-based locks for Python for Linux and Windows [loky](https://pypi.org/project/loky) | 3.1.0 | A robust implementation of concurrent.futures.ProcessPoolExecutor [lxml](https://pypi.org/project/lxml) | 4.9.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [lz4](https://pypi.org/project/lz4) | 4.0.1 | LZ4 Bindings for Python [mako](https://pypi.org/project/mako) | 1.2.0 | A super-fast templating language that borrows the best ideas from the existing templating languages. [markdown](https://pypi.org/project/markdown) | 3.3.7 | Python implementation of Markdown. [markupsafe](https://pypi.org/project/markupsafe) | 2.1.1 | Safely add untrusted strings to HTML/XML markup. [marshmallow](https://pypi.org/project/marshmallow) | 3.12.1 | A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib](https://pypi.org/project/matplotlib) | 3.5.2 | Python plotting package [matplotlib_inline](https://pypi.org/project/matplotlib_inline) | 0.1.6 | Inline Matplotlib backend for Jupyter [mccabe](https://pypi.org/project/mccabe) | 0.7.0 | McCabe checker, plugin for flake8 [mercantile](https://pypi.org/project/mercantile) | 1.2.1 | Web mercator XYZ tile utilities [mergedeep](https://pypi.org/project/mergedeep) | 1.3.4 | A deep merge function for 🐍. [metakernel](https://pypi.org/project/metakernel) | 0.28.2 | Metakernel for Jupyter [missingno](https://pypi.org/project/missingno) | 0.5.1 | Missing data visualization module for Python. [mistune](https://pypi.org/project/mistune) | 0.8.4 | The fastest markdown parser in pure Python [mizani](https://pypi.org/project/mizani) | 0.8.1 | Scales for Python [mkl_service](https://pypi.org/project/mkl_service) | 2.4.0 | Python bindings to some MKL service functions [mlxtend](https://pypi.org/project/mlxtend) | 0.18.0 | Machine Learning Library Extensions [moviepy](https://pypi.org/project/moviepy) | 1.0.3 | Video editing with Python [mpl_scatter_density](https://pypi.org/project/mpl_scatter_density) | 0.7 | Matplotlib helpers to make density scatter plots [mpld3](https://pypi.org/project/mpld3) | 0.5.8 | D3 Viewer for Matplotlib [mpldatacursor](https://pypi.org/project/mpldatacursor) | 0.7.1 | Interactive data cursors for Matplotlib [mpmath](https://pypi.org/project/mpmath) | 1.2.1 | Python library for arbitrary-precision floating-point arithmetic [msgpack](https://pypi.org/project/msgpack) | 1.0.4 | MessagePack (de)serializer. [msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.32.31326 | Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories [multidict](https://pypi.org/project/multidict) | 6.0.2 | multidict implementation [mypy](https://pypi.org/project/mypy) | 0.971 | Optional static typing for Python [mypy_extensions](https://pypi.org/project/mypy_extensions) | 0.4.3 | Experimental type system extensions for programs checked with the mypy typechecker. [mysql_connector_python](https://pypi.org/project/mysql_connector_python) | 8.0.21 | MySQL driver written in Python [nbclassic](https://pypi.org/project/nbclassic) | 0.4.5 | Jupyter Notebook as a Jupyter Server Extension. [nbclient](https://pypi.org/project/nbclient) | 0.7.0 | A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor. [nbconvert](https://pypi.org/project/nbconvert) | 6.5.0 | Converting Jupyter Notebooks [nbconvert_reportlab](https://pypi.org/project/nbconvert_reportlab) | 0.2 | Convert notebooks to PDF using Reportlab [nbdime](https://pypi.org/project/nbdime) | 3.1.1 | Diff and merge of Jupyter Notebooks [nbformat](https://pypi.org/project/nbformat) | 5.7.0 | The Jupyter Notebook format [nbval](https://pypi.org/project/nbval) | 0.9.6 | A py.test plugin to validate Jupyter notebooks [nest_asyncio](https://pypi.org/project/nest_asyncio) | 1.5.6 | Patch asyncio to allow nested event loops [netcdf4](https://pypi.org/project/netcdf4) | 1.6.0 | Provides an object-oriented python interface to the netCDF version 4 library. [networkx](https://pypi.org/project/networkx) | 2.8.7 | Python package for creating and manipulating graphs and networks [nltk](https://pypi.org/project/nltk) | 3.7 | Natural Language Toolkit [notebook](https://pypi.org/project/notebook) | 6.5.1 | A web-based notebook environment for interactive computing [notebook_shim](https://pypi.org/project/notebook_shim) | 0.2.0 | A shim layer for notebook traits and config [ntlm_auth](https://pypi.org/project/ntlm_auth) | 1.5.0 | Creates NTLM authentication structures [numcodecs](https://pypi.org/project/numcodecs) | 0.10.0 | A Python package providing buffer compression and transformation codecs for use in data storage and communication applications. [numdifftools](https://pypi.org/project/numdifftools) | 0.9.40 | Solves automatic numerical differentiation problems in one or more variables. [numexpr](https://pypi.org/project/numexpr) | 2.8.3 | Fast numerical expression evaluator for NumPy [numpy](https://pypi.org/project/numpy) | 1.23.4 | NumPy is the fundamental package for array computing with Python. [numpydoc](https://pypi.org/project/numpydoc) | 1.3 | Sphinx extension to support docstrings in Numpy format [oct2py](https://pypi.org/project/oct2py) | 5.4.3 | Python to GNU Octave bridge --> run m-files from python. [octave_kernel](https://pypi.org/project/octave_kernel) | 0.34.1 | A Jupyter kernel for Octave. [openpyxl](https://pypi.org/project/openpyxl) | 3.0.10 | A Python library to read/write Excel 2010 xlsx/xlsm files [orjson](https://pypi.org/project/orjson) | 3.7.3 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy [outcome](https://pypi.org/project/outcome) | 1.2.0 | Capture the outcome of Python function calls. [packaging](https://pypi.org/project/packaging) | 21.3 | Core utilities for Python packages [palettable](https://pypi.org/project/palettable) | 3.3.0 | Color palettes for Python [pandas](https://pypi.org/project/pandas) | 1.5.1 | Powerful data structures for data analysis, time series, and statistics [pandas_datareader](https://pypi.org/project/pandas_datareader) | 0.10.0 | Data readers extracted from the pandas codebase,should be compatible with recent pandas versions [pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.0 | Utilities for writing pandoc filters in python [panel](https://pypi.org/project/panel) | 0.14.0 | A high level app and dashboarding solution for Python. [papermill](https://pypi.org/project/papermill) | 2.4.0 | Parametrize and run Jupyter and nteract Notebooks [param](https://pypi.org/project/param) | 1.12.2 | Declarative Python programming using Parameters. [parambokeh](https://pypi.org/project/parambokeh) | 0.2.3 | ParamBokeh provides an easy way to generate a UI for param based classes in the notebook or on bokeh server. [paramnb](https://pypi.org/project/paramnb) | 2.0.4 | Generate ipywidgets from Parameterized objects in the notebook [parso](https://pypi.org/project/parso) | 0.8.3 | A Python Parser [partd](https://pypi.org/project/partd) | 1.2.0 | Appendable key-value storage [pathspec](https://pypi.org/project/pathspec) | 0.9.0 | Utility library for gitignore style pattern matching of file paths. [patsy](https://pypi.org/project/patsy) | 0.5.3 | A Python package for describing statistical models and for building design matrices. [pdfrw](https://pypi.org/project/pdfrw) | 0.4.post2 | PDF file reader/writer library [pdvega](https://pypi.org/project/pdvega) | 0.2.1.dev0 | Pandas plotting interface to Vega and Vega-Lite [pep8](https://pypi.org/project/pep8) | 1.7.1 | Python style guide checker [pexpect](https://pypi.org/project/pexpect) | 4.8.0 | Pexpect allows easy control of interactive console applications. [pg8000](https://pypi.org/project/pg8000) | 1.23.0 | PostgreSQL interface library [pickleshare](https://pypi.org/project/pickleshare) | 0.7.5 | Tiny 'shelve'-like database with concurrency support [pillow](https://pypi.org/project/pillow) | 9.2.0 | Python Imaging Library (Fork) [pims](https://pypi.org/project/pims) | 0.6.1 | Python Image Sequence [pint](https://pypi.org/project/pint) | 0.19.2 | Physical quantities module [pip](https://pypi.org/project/pip) | 22.3 | The PyPA recommended tool for installing Python packages. [pkginfo](https://pypi.org/project/pkginfo) | 1.8.3 | Query metadatdata from sdists / bdists / installed packages. [platformdirs](https://pypi.org/project/platformdirs) | 2.5.2 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [plotly](https://pypi.org/project/plotly) | 5.10.0 | An open-source, interactive graphing library for Python [plotnine](https://pypi.org/project/plotnine) | 0.10.1 | A grammar of graphics for python [pluggy](https://pypi.org/project/pluggy) | 1.0.0 | plugin and hook calling mechanisms for python [ply](https://pypi.org/project/ply) | 3.11 | Python Lex & Yacc [pmdarima](https://pypi.org/project/pmdarima) | 1.8.6.dev0 | Python's forecast::auto.arima equivalent [polars](https://pypi.org/project/polars) | 0.14.22 | Blazingly fast DataFrame library [portpicker](https://pypi.org/project/portpicker) | 1.5.0 | A library to choose unique available network ports. [ppci](https://pypi.org/project/ppci) | 0.5.8 | A compiler for ARM, X86, MSP430, xtensa and more implemented in pure Python [prettytable](https://pypi.org/project/prettytable) | 3.3.0 | A simple Python library for easily displaying tabular data in a visually appealing ASCII table format. [priority](https://pypi.org/project/priority) | 2.0.0 | A pure-Python implementation of the HTTP/2 priority tree [proglog](https://pypi.org/project/proglog) | 0.1.10 | Log and progress bar manager for console, notebooks, web... [prometheus_client](https://pypi.org/project/prometheus_client) | 0.15.0 | Python client for the Prometheus monitoring system. [prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.29 | Library for building powerful interactive command lines in Python [protobuf](https://pypi.org/project/protobuf) | 4.0.0rc1 | Protocol Buffers [psutil](https://pypi.org/project/psutil) | 5.9.0 | Cross-platform lib for process and system monitoring in Python. [ptpython](https://pypi.org/project/ptpython) | 3.0.20 | Python REPL build on top of prompt_toolkit [ptyprocess](https://pypi.org/project/ptyprocess) | 0.7.0 | Run a subprocess in a pseudo terminal [pulp](https://pypi.org/project/pulp) | 2.3 | PuLP is an LP modeler written in python. PuLP can generate MPS or LP files and call GLPK, COIN CLP/CBC, CPLEX, and GUROBI to solve linear problems. [pure_eval](https://pypi.org/project/pure_eval) | 0.2.2 | Safely evaluate AST nodes without side effects [py](https://pypi.org/project/py) | 1.11.0 | library with cross-python path, ini-parsing, io, code, log facilities [py_lru_cache](https://pypi.org/project/py_lru_cache) | 0.1.4 | LRU cache for python. Provides a dictionary-like object as well as a method decorator. [pyaml](https://pypi.org/project/pyaml) | 20.4.0 | PyYAML-based module to produce pretty and readable YAML-serialized data [pyaudio](https://pypi.org/project/pyaudio) | 0.2.11 | Bindings for PortAudio v19, the cross-platform audio input/output stream library. [pybars3](https://pypi.org/project/pybars3) | 0.9.7 | Handlebars.js templating for Python 3 and 2 [pybind11](https://pypi.org/project/pybind11) | 2.10.0 | Seamless operability between C++11 and Python [pycodestyle](https://pypi.org/project/pycodestyle) | 2.9.1 | Python style guide checker [pycosat](https://pypi.org/project/pycosat) | 0.6.3 | bindings to picosat (a SAT solver) [pycparser](https://pypi.org/project/pycparser) | 2.21 | C parser in Python [pyct](https://pypi.org/project/pyct) | 0.4.8 | python package common tasks for users (e.g. copy examples, fetch data, ...) [pydantic](https://pypi.org/project/pydantic) | 1.9.1 | Data validation and settings management using python 3.6 type hinting [pydeck](https://pypi.org/project/pydeck) | 0.7.1 | Widget for deck.gl maps [pyepsg](https://pypi.org/project/pyepsg) | 0.4.0 | Easy access to the EPSG database via http epsg.io/ [pyflakes](https://pypi.org/project/pyflakes) | 2.4.0 | passive checker of Python programs [pyflux](https://pypi.org/project/pyflux) | 0.4.17 | PyFlux: A time-series analysis library for Python [pygad](https://pypi.org/project/pygad) | 2.17.0 | PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch). [pygame](https://pypi.org/project/pygame) | 2.1.2 | Python Game Development [pygments](https://pypi.org/project/pygments) | 2.12.0 | Pygments is a syntax highlighting package written in Python. [pyhdf](https://pypi.org/project/pyhdf) | 0.10.5 | pyhdf: Python interface to the NCSA HDF4 library. [pylint](https://pypi.org/project/pylint) | 2.14.0 | python code static checker [pymeta3](https://pypi.org/project/pymeta3) | 0.5.1 | Pattern-matching language based on OMeta for Python 3 and 2 [pyopengl](https://pypi.org/project/pyopengl) | 3.1.6 | Standard OpenGL bindings for Python [pypandoc](https://pypi.org/project/pypandoc) | 1.5 | Thin wrapper for pandoc. [pyparsing](https://pypi.org/project/pyparsing) | 2.4.7 | Python parsing module [pyqt6](https://pypi.org/project/pyqt6) | 6.2.2 | Python bindings for the Qt cross platform application toolkit [pyqt6_qt6](https://pypi.org/project/pyqt6_qt6) | 6.2.2 | The subset of a Qt installation needed by PyQt6. [pyqt6_sip](https://pypi.org/project/pyqt6_sip) | 13.4.0 | The sip module support for PyQt6 [pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.13.1 | Scientific Graphics and GUI Library for Python [pyrsistent](https://pypi.org/project/pyrsistent) | 0.18.1 | Persistent/Functional/Immutable data structures [pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension [pysocks](https://pypi.org/project/pysocks) | 1.7.1 | A Python SOCKS client module. See https github.com/Anorov/PySocks for more information. [pystache](https://pypi.org/project/pystache) | 0.5.4 | Mustache for Python [pytest](https://pypi.org/project/pytest) | 7.1.1 | pytest: simple powerful testing with Python [python_dateutil](https://pypi.org/project/python_dateutil) | 2.8.2 | Extensions to the standard Python datetime module [python_dotenv](https://pypi.org/project/python_dotenv) | 0.19.2 | Add .env support to your django/flask apps in development and deployments [python_hdf4](https://pypi.org/project/python_hdf4) | 0.10.0+dummy | Python-HDF4: Python interface to the NCSA HDF4 library. [python_lsp_jsonrpc](https://pypi.org/project/python_lsp_jsonrpc) | 1.0.0 | JSON RPC 2.0 server library [python_lsp_server](https://pypi.org/project/python_lsp_server) | 1.5.0 | Python Language Server for the Language Server Protocol [python_multipart](https://pypi.org/project/python_multipart) | 0.0.5 | A streaming multipart parser for Python [python_picard](https://pypi.org/project/python_picard) | 0.7 | Preconditoned ICA for Real Data [python_snappy](https://pypi.org/project/python_snappy) | 0.6.1 | Python library for the snappy compression library from Google [pythonnet](https://pypi.org/project/pythonnet) | 3.0.0rc1 | .Net and Mono integration for Python [pythonqwt](https://pypi.org/project/pythonqwt) | 0.10.2 | Qt plotting widgets for Python [pytz](https://pypi.org/project/pytz) | 2022.4 | World timezone definitions, modern and historical [pytz_deprecation_shim](https://pypi.org/project/pytz_deprecation_shim) | 0.1.0.post0 | Shims to make deprecation of pytz easier [pyviz_comms](https://pypi.org/project/pyviz_comms) | 2.2.0 | Bidirectional communication for the PyViz ecosystem. [pywavelets](https://pypi.org/project/pywavelets) | 1.3.0 | PyWavelets, wavelet transform module [pywin32](https://pypi.org/project/pywin32) | 304.0 | Python for Window Extensions [pywin32_ctypes](https://pypi.org/project/pywin32_ctypes) | 0.2.0 | A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi) [pywinpty](https://pypi.org/project/pywinpty) | 2.0.5 | Python bindings for the winpty library [pywinusb](https://pypi.org/project/pywinusb) | 0.4.2 | A package that simplifies USB/HID communications on windows [pyyaml](https://pypi.org/project/pyyaml) | 6.0 | YAML parser and emitter for Python [pyzmq](https://pypi.org/project/pyzmq) | 23.2.0 | Python bindings for 0MQ [pyzo](https://pypi.org/project/pyzo) | 4.12.4.dev0 | the Python IDE for scientific computing [qtconsole](https://pypi.org/project/qtconsole) | 5.3.2 | Jupyter Qt console [qtpy](https://pypi.org/project/qtpy) | 2.2.1 | Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets. [quart](https://pypi.org/project/quart) | 0.18.3 | A Python ASGI web microframework with the same API as Flask [rasterio](https://pypi.org/project/rasterio) | 1.2.10 | Fast and direct raster I/O for use with Numpy and SciPy [readme_renderer](https://pypi.org/project/readme_renderer) | 35.0 | readme_renderer is a library for rendering "readme" descriptions for Warehouse [redis](https://pypi.org/project/redis) | 4.3.1 | Python client for Redis key-value store [regex](https://pypi.org/project/regex) | 2022.6.2 | Alternative regular expression module, to replace re. [reportlab](https://pypi.org/project/reportlab) | 3.6.10 | The Reportlab Toolkit [requests](https://pypi.org/project/requests) | 2.28.1 | Python HTTP for Humans. [requests_ntlm](https://pypi.org/project/requests_ntlm) | 1.1.0 | This package allows for HTTP NTLM authentication using the requests library. [requests_toolbelt](https://pypi.org/project/requests_toolbelt) | 0.9.1 | A utility belt for advanced users of python-requests [rfc3986](https://pypi.org/project/rfc3986) | 1.5.0 | Validating URI References per RFC 3986 [rich](https://pypi.org/project/rich) | 12.4.4 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal [rise](https://pypi.org/project/rise) | 5.7.1 | Reveal.js - Jupyter/IPython Slideshow Extension [ruamel.yaml](https://pypi.org/project/ruamel.yaml) | 0.17.17 | a YAML parser/emitter that supports roundtrip preservation of comments, seq/map flow style, and map key order [rx](https://pypi.org/project/rx) | 3.1.1 | Reactive Extensions (Rx) for Python [scikit_fuzzy](https://pypi.org/project/scikit_fuzzy) | 0.4.1 | Fuzzy logic toolkit for SciPy [scikit_image](https://pypi.org/project/scikit_image) | 0.19.3 | Image processing routines for SciPy [scikit_learn](https://pypi.org/project/scikit_learn) | 1.1.1 | A set of python modules for machine learning and data mining [scikit_optimize](https://pypi.org/project/scikit_optimize) | 0.9.0 | Sequential model-based optimization toolbox. [scilab2py](https://pypi.org/project/scilab2py) | 0.6.2 | Python to Scilab bridge [scipy](https://pypi.org/project/scipy) | 1.9.3 | SciPy: Scientific Library for Python [scramp](https://pypi.org/project/scramp) | 1.4.1 | An implementation of the SCRAM protocol. [seaborn](https://pypi.org/project/seaborn) | 0.12.1 | seaborn: statistical data visualization [send2trash](https://pypi.org/project/send2trash) | 1.8.0 | Send file to trash natively under Mac OS X, Windows and Linux. [setuptools](https://pypi.org/project/setuptools) | 65.5.0 | Easily download, build, install, upgrade, and uninstall Python packages [simpervisor](https://pypi.org/project/simpervisor) | 0.4 | Simple async process supervisor [simplegeneric](https://pypi.org/project/simplegeneric) | 0.8.1 | Simple generic functions (similar to Python's own len(), pickle.dump(), etc.) [simplejson](https://pypi.org/project/simplejson) | 3.17.6 | Simple, fast, extensible JSON encoder/decoder for Python [simpy](https://pypi.org/project/simpy) | 4.0.1 | Event discrete, process based simulation for Python. [six](https://pypi.org/project/six) | 1.16.0 | Python 2 and 3 compatibility utilities [slicerator](https://pypi.org/project/slicerator) | 1.1.0 | A lazy-loading, fancy-sliceable iterable. [smmap](https://pypi.org/project/smmap) | 5.0.0 | A pure Python implementation of a sliding window memory map manager [snakeviz](https://pypi.org/project/snakeviz) | 2.1.0 | A web-based viewer for Python profiler output [sniffio](https://pypi.org/project/sniffio) | 1.2.0 | Sniff out which async library your code is running under [snowballstemmer](https://pypi.org/project/snowballstemmer) | 2.2.0 | This package provides 26 stemmers for 25 languages generated from Snowball algorithms. [snuggs](https://pypi.org/project/snuggs) | 1.4.7 | Snuggs are s-expressions for Numpy [sortedcontainers](https://pypi.org/project/sortedcontainers) | 2.4.0 | Sorted Containers -- Sorted List, Sorted Dict, Sorted Set [sounddevice](https://pypi.org/project/sounddevice) | 0.4.4 | Play and Record Sound with Python [soupsieve](https://pypi.org/project/soupsieve) | 2.3.2.post1 | A modern CSS selector implementation for Beautiful Soup. [sphinx](https://pypi.org/project/sphinx) | 5.0.2 | Tool for generating documentation which uses reStructuredText as its markup language [sphinx_rtd_theme](https://pypi.org/project/sphinx_rtd_theme) | 1.0.0 | Read the Docs theme for Sphinx [sphinxcontrib_applehelp](https://pypi.org/project/sphinxcontrib_applehelp) | 1.0.2 | sphinxcontrib-applehelp is a sphinx extension which outputs Apple help books [sphinxcontrib_devhelp](https://pypi.org/project/sphinxcontrib_devhelp) | 1.0.2 | sphinxcontrib-devhelp is a sphinx extension which outputs Devhelp document. [sphinxcontrib_htmlhelp](https://pypi.org/project/sphinxcontrib_htmlhelp) | 2.0.0 | sphinxcontrib-htmlhelp is a sphinx extension which renders HTML help files [sphinxcontrib_jsmath](https://pypi.org/project/sphinxcontrib_jsmath) | 1.0.1 | A sphinx extension which renders display math in HTML via JavaScript [sphinxcontrib_qthelp](https://pypi.org/project/sphinxcontrib_qthelp) | 1.0.3 | sphinxcontrib-qthelp is a sphinx extension which outputs QtHelp document. [sphinxcontrib_serializinghtml](https://pypi.org/project/sphinxcontrib_serializinghtml) | 1.1.5 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle). [sqlalchemy](https://pypi.org/project/sqlalchemy) | 1.4.39 | Database Abstraction Library [sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.12.2 | a graphic SQLite Client in 1 Python file [sqlite_fts4](https://pypi.org/project/sqlite_fts4) | 1.0.3 | Python functions for working with SQLite FTS4 search [sqlite_utils](https://pypi.org/project/sqlite_utils) | 3.29 | CLI tool and Python utility functions for manipulating SQLite databases [sqlparse](https://pypi.org/project/sqlparse) | 0.4.3 | Non-validating SQL parser [sspyrs](https://pypi.org/project/sspyrs) | 0.2 | Lightweight interface for SSRS reports to python [stack_data](https://pypi.org/project/stack_data) | 0.5.1 | Extract data from python stack frames and tracebacks for informative displays [starlette](https://pypi.org/project/starlette) | 0.20.4 | The little ASGI library that shines. [statsmodels](https://pypi.org/project/statsmodels) | 0.13.2 | Statistical computations and models for Python [streamz](https://pypi.org/project/streamz) | 0.6.3 | Streams [supersmoother](https://pypi.org/project/supersmoother) | 0.4 | Python implementation of Friedman's Supersmoother [swifter](https://pypi.org/project/swifter) | 1.0.9 | A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner [sympy](https://pypi.org/project/sympy) | 1.11.1 | Computer algebra system (CAS) in Python [tables](https://pypi.org/project/tables) | 3.7.0 | Hierarchical datasets for Python [tabulate](https://pypi.org/project/tabulate) | 0.9.0 | Pretty-print tabular data [tbats](https://pypi.org/project/tbats) | 1.1.0 | BATS and TBATS for time series forecasting [tblib](https://pypi.org/project/tblib) | 1.7.0 | Traceback serialization library. [tenacity](https://pypi.org/project/tenacity) | 8.1.0 | Retry code until it succeeds [termcolor](https://pypi.org/project/termcolor) | 1.1.0 | ANSII Color formatting for output in terminal. [terminado](https://pypi.org/project/terminado) | 0.16.0 | Terminals served to xterm.js using Tornado websockets [textwrap3](https://pypi.org/project/textwrap3) | 0.9.2 | textwrap from Python 3.6 backport (plus a few tweaks) [threadpoolctl](https://pypi.org/project/threadpoolctl) | 3.1.0 | threadpoolctl [tifffile](https://pypi.org/project/tifffile) | 2022.5.4 | Read and write TIFF(r) files [tinycss2](https://pypi.org/project/tinycss2) | 1.1.1 | tinycss2 [toml](https://pypi.org/project/toml) | 0.10.2 | Python Library for Tom's Obvious, Minimal Language [tomli](https://pypi.org/project/tomli) | 2.0.1 | A lil' TOML parser [tomli_w](https://pypi.org/project/tomli_w) | 1.0.0 | A lil' TOML writer [tomlkit](https://pypi.org/project/tomlkit) | 0.11.5 | Style preserving TOML library [toolz](https://pypi.org/project/toolz) | 0.11.2 | List processing tools and functional utilities [tornado](https://pypi.org/project/tornado) | 6.1 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. [tqdm](https://pypi.org/project/tqdm) | 4.64.0 | Fast, Extensible Progress Meter [traitlets](https://pypi.org/project/traitlets) | 5.4.0 | Traitlets Python config system [traittypes](https://pypi.org/project/traittypes) | 0.2.1 | Scipy trait types [trio](https://pypi.org/project/trio) | 0.22.0 | A friendly Python library for async concurrency and I/O [trio_asyncio](https://pypi.org/project/trio_asyncio) | 0.12.0 | A re-implementation of the asyncio mainloop on top of Trio [twine](https://pypi.org/project/twine) | 4.0.1 | Collection of utilities for publishing packages on PyPI [twitter](https://pypi.org/project/twitter) | 1.19.2 | An API and command-line toolset for Twitter (twitter.com) [typing_extensions](https://pypi.org/project/typing_extensions) | 4.4.0 | Backported and Experimental Type Hints for Python 3.5+ [tzdata](https://pypi.org/project/tzdata) | 2022.5 | Provider of IANA time zone data [tzlocal](https://pypi.org/project/tzlocal) | 4.2 | tzinfo object for the local timezone [ujson](https://pypi.org/project/ujson) | 5.3.0 | Ultra fast JSON encoder and decoder for Python [uncertainties](https://pypi.org/project/uncertainties) | 3.1.6 | Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives [urllib3](https://pypi.org/project/urllib3) | 1.26.10 | HTTP library with thread-safe connection pooling, file post, and more. [uvicorn](https://pypi.org/project/uvicorn) | 0.19.0 | The lightning-fast ASGI server. [vega](https://pypi.org/project/vega) | 3.6.0 | A Jupyter widget for Vega 5 and Vega-Lite 4 [vega_datasets](https://pypi.org/project/vega_datasets) | 0.9.0 | A Python package for offline access to Vega datasets [virtualenv](https://pypi.org/project/virtualenv) | 20.14.1 | Virtual Python Environment builder [vitables](https://pypi.org/project/vitables) | 3.0.2 | A viewer for PyTables package [waitress](https://pypi.org/project/waitress) | 2.1.2 | Waitress WSGI server [wasmer](https://pypi.org/project/wasmer) | 1.1.0 | Python extension to run WebAssembly binaries [wasmer_compiler_cranelift](https://pypi.org/project/wasmer_compiler_cranelift) | 1.1.0 | The Cranelift compiler for the `wasmer` package (to compile WebAssembly module) [wasmer_compiler_singlepass](https://pypi.org/project/wasmer_compiler_singlepass) | 1.1.0 | Python extension to run WebAssembly binaries [wcwidth](https://pypi.org/project/wcwidth) | 0.2.5 | Measures number of Terminal column cells of wide-character codes [webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content [websocket_client](https://pypi.org/project/websocket_client) | 1.4.1 | WebSocket client for Python. hybi13 is supported. [werkzeug](https://pypi.org/project/werkzeug) | 2.2.2 | The comprehensive WSGI web application library. [wheel](https://pypi.org/project/wheel) | 0.37.1 | A built-package format for Python [widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 3.6.1 | IPython HTML widgets for Jupyter [winpython](http://winpython.github.io/) | 5.0.20221023 | WinPython distribution tools, including WPPM [wordcloud](https://pypi.org/project/wordcloud) | 1.8.1 | A little word cloud generator [wrapt](https://pypi.org/project/wrapt) | 1.14.1 | Module for decorators, wrappers and monkey patching. [wsproto](https://pypi.org/project/wsproto) | 1.2.0 | WebSockets state-machine based protocol implementation [xarray](https://pypi.org/project/xarray) | 2022.10.0 | N-D labeled arrays and datasets in Python [xgboost](https://pypi.org/project/xgboost) | 1.6.1 | XGBoost Python Package [xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.0.3 | A Python module for creating Excel XLSX files. [xlwings](https://pypi.org/project/xlwings) | 0.24.7 | Make Excel fly: Interact with Excel from Python and vice versa. [xmltodict](https://pypi.org/project/xmltodict) | 0.13.0 | Makes working with XML feel like you are working with JSON [xyzservices](https://pypi.org/project/xyzservices) | 2022.6.0 | Source of XYZ tiles providers [yarl](https://pypi.org/project/yarl) | 1.7.2 | Yet another URL library [zarr](https://pypi.org/project/zarr) | 2.11.3 | An implementation of chunked, compressed, N-dimensional arrays for Python. [zict](https://pypi.org/project/zict) | 2.2.0 | Mutable mapping tools [zipp](https://pypi.org/project/zipp) | 3.9.0 | Backport of pathlib-compatible object wrapper for zip files [zstd](https://pypi.org/project/zstd) | 1.5.2.5 | ZSTD Bindings for Python

Hello, it is possible to upgrade the python version of WinPython or do I have to reinstall it again? Sorry, if it not the right space, but I couldn't find any information about this topic.

winpython / winpython