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winpython / winpython

A free Python-distribution for Windows platform, including prebuilt packages for Scientific Python.
https://winpython.github.io/
MIT License
1.73k stars 299 forks source link

Release 2024-03 follow-up #1309

Open stonebig opened 1 month ago

stonebig commented 1 month ago

release date: mid-june

wanted:

focus:

exploration:

Direction:

stonebig commented 1 month ago

audit-trail:

b1 (2024-04-28)

b2 (2024-05-11)

b2 (2024-05-12: Free-threading build complement Winpython64-3.13.0.0freeb1.exe)

b3 (2024-05-20: jupyterlab-4.2, and interpreters_pep_734 for python-3.13 )

b4 (2024-06-08)

rc (2024-06-15)

stonebig commented 1 month ago

WinPython 2024-03 b1 (2024-04-28)

Changes from WinPython 2024-02 :

Areas of particular interest for testers:

Next build:

binaries at:

WinPython 3.12.3.1

The following packages are included in WinPython-64bit v3.12.3.1 b1.

### Tools Name | Version | Description -----|---------|------------ [Nodejs](https://nodejs.org) | v20.12.2 | a JavaScript runtime built on Chrome's V8 JavaScript engine [npmjs](https://www.npmjs.com/) | 10.5.0 | a package manager for JavaScript [Pandoc](https://pandoc.org/) | 3.1.9 | a universal document converter ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.12.3 | Python programming language with standard library [about_time](https://pypi.org/project/about_time) | 4.2.1 | Easily measure timing and throughput of code blocks, with beautiful human friendly representations. [absl_py](https://pypi.org/project/absl_py) | 2.0.0 | Abseil Python Common Libraries, see github.com/abseil/abseil-py. [accelerate](https://pypi.org/project/accelerate) | 0.28.0 | Accelerate [adbc_driver_manager](https://pypi.org/project/adbc_driver_manager) | 0.11.0 | [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) | 23.2.1 | File support for asyncio. [aiohttp](https://pypi.org/project/aiohttp) | 3.9.3 | Async http client/server framework (asyncio) [aiosignal](https://pypi.org/project/aiosignal) | 1.3.1 | aiosignal: a list of registered asynchronous callbacks [aiosqlite](https://pypi.org/project/aiosqlite) | 0.20.0 | asyncio bridge to the standard sqlite3 module [alabaster](https://pypi.org/project/alabaster) | 0.7.13 | A configurable sidebar-enabled Sphinx theme [alembic](https://pypi.org/project/alembic) | 1.12.1 | A database migration tool for SQLAlchemy. [alive_progress](https://pypi.org/project/alive_progress) | 3.1.5 | A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations! [altair](https://pypi.org/project/altair) | 5.3.0 | 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. [aniso8601](https://pypi.org/project/aniso8601) | 9.0.1 | A library for parsing ISO 8601 strings. [annotated_types](https://pypi.org/project/annotated_types) | 0.6.0 | Reusable constraint types to use with typing.Annotated [ansi2html](https://pypi.org/project/ansi2html) | 1.9.1 | Convert text with ANSI color codes to HTML or to LaTeX [anyio](https://pypi.org/project/anyio) | 4.3.0 | High level compatibility layer for multiple asynchronous event loop implementations [anywidget](https://pypi.org/project/anywidget) | 0.7.1 | custom jupyter widgets made easy [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) | 23.1.0 | 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 [array_api_compat](https://pypi.org/project/array_api_compat) | 1.4.1 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard [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) | 3.7.2 | ASGI specs, helper code, and adapters [asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | 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) | 0.9.31 | Safe, minimalistic evaluator of python expression using ast module [astroid](https://pypi.org/project/astroid) | 3.1.0 | An abstract syntax tree for Python with inference support. [astropy](https://pypi.org/project/astropy) | 5.3.4 | Community-developed python astronomy tools [asttokens](https://pypi.org/project/asttokens) | 2.4.1 | Annotate AST trees with source code positions [async_lru](https://pypi.org/project/async_lru) | 2.0.4 | Simple LRU cache for asyncio [async_timeout](https://pypi.org/project/async_timeout) | 4.0.3 | Timeout context manager for asyncio programs [atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes. [attrs](https://pypi.org/project/attrs) | 23.2.0 | Classes Without Boilerplate [autograd](https://pypi.org/project/autograd) | 1.6.2 | Efficiently computes derivatives of numpy code. [autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide [azure_core](https://pypi.org/project/azure_core) | 1.29.5 | Microsoft Azure Core Library for Python [azure_cosmos](https://pypi.org/project/azure_cosmos) | 4.5.1 | Microsoft Azure Cosmos Client Library for Python [azure_identity](https://pypi.org/project/azure_identity) | 1.15.0 | Microsoft Azure Identity Library for Python [babel](https://pypi.org/project/babel) | 2.13.1 | Internationalization utilities [baresql](https://pypi.org/project/baresql) | 0.8.0 | playing SQL directly on Python datas [bcrypt](https://pypi.org/project/bcrypt) | 4.0.1 | Modern password hashing for your software and your servers [beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.12.2 | 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) | 24.2.0 | The uncompromising code formatter. [bleach](https://pypi.org/project/bleach) | 6.0.0 | An easy safelist-based HTML-sanitizing tool. [blinker](https://pypi.org/project/blinker) | 1.7.0 | Fast, simple object-to-object and broadcast signaling [bokeh](https://pypi.org/project/bokeh) | 3.4.1 | Interactive plots and applications in the browser from Python [botorch](https://pypi.org/project/botorch) | 0.9.5 | Bayesian Optimization in PyTorch [branca](https://pypi.org/project/branca) | 0.6.0 | 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) | 1.1.0 | Python bindings for the Brotli compression library [build](https://pypi.org/project/build) | 1.1.1 | A simple, correct Python build frontend [cachelib](https://pypi.org/project/cachelib) | 0.10.2 | A collection of cache libraries in the same API interface. [cachetools](https://pypi.org/project/cachetools) | 5.3.1 | Extensible memoizing collections and decorators [certifi](https://pypi.org/project/certifi) | 2023.11.17 | Python package for providing Mozilla's CA Bundle. [cffi](https://pypi.org/project/cffi) | 1.16.0 | Foreign Function Interface for Python calling C code. [cftime](https://pypi.org/project/cftime) | 1.6.3 | Time-handling functionality from netcdf4-python [chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 2 and 3 [charset_normalizer](https://pypi.org/project/charset_normalizer) | 3.2.0 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. [clarabel](https://pypi.org/project/clarabel) | 0.7.1 | Clarabel Conic Interior Point Solver for Rust / Python [click](https://pypi.org/project/click) | 8.1.7 | Composable command line interface toolkit [click_default_group](https://pypi.org/project/click_default_group) | 1.2.4 | 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) | 3.0.0 | Extended pickling support for Python objects [clr_loader](https://pypi.org/project/clr_loader) | 0.2.6 | Generic pure Python loader for .NET runtimes [clrmagic](https://pypi.org/project/clrmagic) | 0.0.1a2 | IPython cell magic to use .NET languages [cma](https://pypi.org/project/cma) | 3.2.2 | CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python [colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text. [colorcet](https://pypi.org/project/colorcet) | 3.0.1 | Collection of perceptually uniform colormaps [colorlog](https://pypi.org/project/colorlog) | 6.8.2 | Add colours to the output of Python's logging module. [comm](https://pypi.org/project/comm) | 0.1.4 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc. [contourpy](https://pypi.org/project/contourpy) | 1.2.1 | Python library for calculating contours of 2D quadrilateral grids [cookiecutter](https://pypi.org/project/cookiecutter) | 2.3.0 | 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) | 7.3.2 | Code coverage measurement for Python [cryptography](https://pypi.org/project/cryptography) | 41.0.5 | cryptography is a package which provides cryptographic recipes and primitives to Python developers. [cvxopt](https://pypi.org/project/cvxopt) | 1.3.2 | Convex optimization package [cvxpy](https://pypi.org/project/cvxpy) | 1.5.0 | A domain-specific language for modeling convex optimization problems in Python. [cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles [cython](https://pypi.org/project/cython) | 3.0.10 | The Cython compiler for writing C extensions for the Python language. [cytoolz](https://pypi.org/project/cytoolz) | 0.12.3 | Cython implementation of Toolz: High performance functional utilities [dash](https://pypi.org/project/dash) | 2.14.1 | 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) | 2024.3.1 | Parallel PyData with Task Scheduling [dask_expr](https://pypi.org/project/dask_expr) | 1.0.5 | [dask_image](https://pypi.org/project/dask_image) | 2023.8.1 | Distributed image processing [dataclasses_json](https://pypi.org/project/dataclasses_json) | 0.6.4 | Easily serialize dataclasses to and from JSON [datasette](https://pypi.org/project/datasette) | 0.64.5 | A tool for exploring and publishing data [datasette_graphql](https://pypi.org/project/datasette_graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases [datashader](https://pypi.org/project/datashader) | 0.16.0 | Data visualization toolchain based on aggregating into a grid [db.py](https://pypi.org/project/db.py) | 0.5.4b1 | a db package that doesn't suck [deap](https://pypi.org/project/deap) | 1.4.1 | Distributed Evolutionary Algorithms in Python [debugpy](https://pypi.org/project/debugpy) | 1.8.0 | 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) | 0.3.7 | serialize all of python [dirty_cat](https://pypi.org/project/dirty_cat) | 0.4.1 | Machine learning with dirty categories. [distlib](https://pypi.org/project/distlib) | 0.3.6 | Distribution utilities [distributed](https://pypi.org/project/distributed) | 2024.3.1 | Distributed scheduler for Dask [distro](https://pypi.org/project/distro) | 1.8.0 | Distro - an OS platform information API [django](https://pypi.org/project/django) | 5.0.3 | A high-level Python web framework that encourages rapid development and clean, pragmatic design. [dnspython](https://pypi.org/project/dnspython) | 2.4.2 | DNS toolkit [docopt](https://pypi.org/project/docopt) | 0.6.2 | Pythonic argument parser, that will make you smile [docstring_to_markdown](https://pypi.org/project/docstring_to_markdown) | 0.13 | On the fly conversion of Python docstrings to markdown [docutils](https://pypi.org/project/docutils) | 0.20.1 | Docutils -- Python Documentation Utilities [duckdb](https://pypi.org/project/duckdb) | 0.10.2 | DuckDB embedded database [ecos](https://pypi.org/project/ecos) | 2.0.13 | This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information. [editables](https://pypi.org/project/editables) | 0.3 | Editable installations [emcee](https://pypi.org/project/emcee) | 3.1.4 | 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) | 2.0.1 | Get the currently executing AST node of a frame, and other information [fast_histogram](https://pypi.org/project/fast_histogram) | 0.12 | Fast simple 1D and 2D histograms [fastapi](https://pypi.org/project/fastapi) | 0.109.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production [fasteners](https://pypi.org/project/fasteners) | 0.18 | A python package that provides useful locks. [fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.18.0 | Fastest Python implementation of JSON schema [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) | 3.12.4 | 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) | 1.9.5 | Fiona reads and writes spatial data files [flake8](https://pypi.org/project/flake8) | 7.0.0 | the modular source code checker: pep8, pyflakes and co [flask](https://pypi.org/project/flask) | 3.0.2 | A simple framework for building complex web applications. [flask_mail](https://pypi.org/project/flask_mail) | 0.9.1 | Flask extension for sending email [flask_session](https://pypi.org/project/flask_session) | 0.5.0 | Adds server-side session support to your Flask application [flask_sqlalchemy](https://pypi.org/project/flask_sqlalchemy) | 3.0.5 | Adds SQLAlchemy support to your Flask application. [flit](https://pypi.org/project/flit) | 3.9.0 | A simple packaging tool for simple packages. [flit_core](https://pypi.org/project/flit_core) | 3.9.0 | Distribution-building parts of Flit. See flit package for more information [folium](https://pypi.org/project/folium) | 0.14.0 | Make beautiful maps with Leaflet.js & Python [fonttools](https://pypi.org/project/fonttools) | 4.50.0 | 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 [fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers [frozenlist](https://pypi.org/project/frozenlist) | 1.4.1 | A list-like structure which implements collections.abc.MutableSequence [fsspec](https://pypi.org/project/fsspec) | 2024.3.1 | 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) | 3.7.3 | GDAL: Geospatial Data Abstraction Library [geographiclib](https://pypi.org/project/geographiclib) | 2.0 | The geodesic routines from GeographicLib [geopandas](https://pypi.org/project/geopandas) | 0.14.0 | Geographic pandas extensions [geopy](https://pypi.org/project/geopy) | 2.4.0 | Python Geocoding Toolbox [gitdb](https://pypi.org/project/gitdb) | 4.0.10 | Git Object Database [gitpython](https://pypi.org/project/gitpython) | 3.1.32 | Python Git Library [gpytorch](https://pypi.org/project/gpytorch) | 1.11 | An implementation of Gaussian Processes in Pytorch [grapheme](https://pypi.org/project/grapheme) | 0.6.0 | Unicode grapheme helpers [graphene](https://pypi.org/project/graphene) | 3.3 | 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 [greenlet](https://pypi.org/project/greenlet) | 3.0.3 | Lightweight in-process concurrent programming [guidata](https://pypi.org/project/guidata) | 3.4.1 | Automatic graphical user interfaces generation for easy dataset editing and display [h11](https://pypi.org/project/h11) | 0.14.0 | 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) | 3.10.0 | Read and write HDF5 files from Python [hatch](https://pypi.org/project/hatch) | 1.9.3 | Modern, extensible Python project management [hatchling](https://pypi.org/project/hatchling) | 1.21.1 | Modern, extensible Python build backend [highspy](https://pypi.org/project/highspy) | 1.7.1.dev1 | Python interface to HiGHS [holoviews](https://pypi.org/project/holoviews) | 1.18.3 | 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) | 1.0.5 | A minimal low-level HTTP client. [httpie](https://pypi.org/project/httpie) | 3.2.2 | HTTPie - a CLI, cURL-like tool for humans. [httpx](https://pypi.org/project/httpx) | 0.27.0 | The next generation HTTP client. [huggingface_hub](https://pypi.org/project/huggingface_hub) | 0.21.4 | Client library to download and publish models, datasets and other repos on the huggingface.co hub [hupper](https://pypi.org/project/hupper) | 1.12 | Integrated process monitor for developing and reloading daemons. [hvplot](https://pypi.org/project/hvplot) | 0.9.2 | A high-level plotting API for the PyData ecosystem built on HoloViews. [hypercorn](https://pypi.org/project/hypercorn) | 0.16.0 | 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 [hyperlink](https://pypi.org/project/hyperlink) | 21.0.0 | A featureful, immutable, and correct URL for Python. [hypothesis](https://pypi.org/project/hypothesis) | 6.99.13 | A library for property-based testing [idna](https://pypi.org/project/idna) | 3.4 | Internationalized Domain Names in Applications (IDNA) [imageio](https://pypi.org/project/imageio) | 2.33.1 | Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. [imageio_ffmpeg](https://pypi.org/project/imageio_ffmpeg) | 0.4.8 | 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) | 0.12.2 | Toolbox for imbalanced dataset in machine learning. [importlib_metadata](https://pypi.org/project/importlib_metadata) | 6.8.0 | 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) | 2.0.0 | iniconfig: brain-dead simple config-ini parsing [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) | 6.29.4 | IPython Kernel for Jupyter [ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.18.2 | A Jupyter widget for dynamic Leaflet maps [ipympl](https://pypi.org/project/ipympl) | 0.9.3 | Matplotlib Jupyter Extension [ipython](https://pypi.org/project/ipython) | 8.22.2 | 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) | 0.5.0 | RDBMS access via IPython [ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.2 | IPython HTML widgets for Jupyter [isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations [isort](https://pypi.org/project/isort) | 5.13.2 | 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 [jaraco.classes](https://pypi.org/project/jaraco.classes) | 3.3.0 | Utility functions for Python class constructs [jaxtyping](https://pypi.org/project/jaxtyping) | 0.2.22 | Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees. [jedi](https://pypi.org/project/jedi) | 0.19.1 | An autocompletion tool for Python that can be used for text editors. [jellyfish](https://pypi.org/project/jellyfish) | 1.0.3 | a library for doing approximate and phonetic matching of strings. [jinja2](https://pypi.org/project/jinja2) | 3.1.2 | A small but fast and easy to use stand-alone template engine written in pure python. [joblib](https://pypi.org/project/joblib) | 1.3.2 | Lightweight pipelining: using Python functions as pipeline jobs. [json5](https://pypi.org/project/json5) | 0.9.14 | A Python implementation of the JSON5 data format. [jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902) [jsonpointer](https://pypi.org/project/jsonpointer) | 2.4 | Identify specific nodes in a JSON document (RFC 6901) [jsonschema](https://pypi.org/project/jsonschema) | 4.19.2 | An implementation of JSON Schema validation for Python [jsonschema_specifications](https://pypi.org/project/jsonschema_specifications) | 2023.12.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry [julia](https://pypi.org/project/julia) | 0.6.2 | 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) | 3.0.7 | A Jupyter extension for rendering Bokeh content. [jupyter_client](https://pypi.org/project/jupyter_client) | 8.6.0 | Jupyter protocol implementation and client libraries [jupyter_console](https://pypi.org/project/jupyter_console) | 6.6.3 | Jupyter terminal console [jupyter_core](https://pypi.org/project/jupyter_core) | 5.5.0 | Jupyter core package. A base package on which Jupyter projects rely. [jupyter_events](https://pypi.org/project/jupyter_events) | 0.9.0 | Jupyter Event System library [jupyter_lsp](https://pypi.org/project/jupyter_lsp) | 2.2.4 | 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) | 2.12.5 | 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_terminals](https://pypi.org/project/jupyter_server_terminals) | 0.4.4 | A Jupyter Server Extension Providing Terminals. [jupyter_sphinx](https://pypi.org/project/jupyter_sphinx) | 0.4.0 | Jupyter Sphinx Extensions [jupyterlab](https://pypi.org/project/jupyterlab) | 4.1.5 | The JupyterLab notebook server extension. [jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) | 0.2.2 | Pygments theme [jupyterlab_server](https://pypi.org/project/jupyterlab_server) | 2.25.4 | JupyterLab Server [jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) | 3.0.10 | JupyterLab extension providing HTML widgets [keras](https://pypi.org/project/keras) | 3.1.1 | Deep Learning for humans [keyring](https://pypi.org/project/keyring) | 24.3.1 | Store and access your passwords safely. [kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.5 | A fast implementation of the Cassowary constraint solver [kornia](https://pypi.org/project/kornia) | 0.7.1 | Open Source Differentiable Computer Vision Library for PyTorch [langchain](https://pypi.org/project/langchain) | 0.1.13 | Building applications with LLMs through composability [langchain_community](https://pypi.org/project/langchain_community) | 0.0.29 | [langchain_core](https://pypi.org/project/langchain_core) | 0.1.35 | [langchain_text_splitters](https://pypi.org/project/langchain_text_splitters) | 0.0.1 | [langsmith](https://pypi.org/project/langsmith) | 0.1.33 | Client library to connect to the LangSmith LLM Tracing and Evaluation Platform. [lazy_loader](https://pypi.org/project/lazy_loader) | 0.4 | lazy_loader [lightning](https://pypi.org/project/lightning) | 2.2.1 | The Deep Learning framework to train, deploy, and ship AI products Lightning fast. [lightning_utilities](https://pypi.org/project/lightning_utilities) | 0.10.0 | PyTorch Lightning Sample project. [linear_operator](https://pypi.org/project/linear_operator) | 0.5.1 | A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices). [linkify_it_py](https://pypi.org/project/linkify_it_py) | 2.0.2 | Links recognition library with FULL unicode support. [llvmlite](https://pypi.org/project/llvmlite) | 0.42.0 | 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) | 3.4.0 | A robust implementation of concurrent.futures.ProcessPoolExecutor [lxml](https://pypi.org/project/lxml) | 5.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [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) | 3.5.1 | Python implementation of Markdown. [markdown_it_py](https://pypi.org/project/markdown_it_py) | 2.2.0 | Python port of markdown-it. Markdown parsing, done right! [markupsafe](https://pypi.org/project/markupsafe) | 2.1.1 | Safely add untrusted strings to HTML/XML markup. [marshmallow](https://pypi.org/project/marshmallow) | 3.20.2 | A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib](https://pypi.org/project/matplotlib) | 3.8.3 | 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) | 1.5.1 | 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) | 0.7.0 | McCabe checker, plugin for flake8 [mdit_py_plugins](https://pypi.org/project/mdit_py_plugins) | 0.3.5 | Collection of plugins for markdown-it-py [mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities [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 🐍. [missingno](https://pypi.org/project/missingno) | 0.5.1 | Missing data visualization module for Python. [mistune](https://pypi.org/project/mistune) | 2.0.5 | The fastest markdown parser in pure Python [mizani](https://pypi.org/project/mizani) | 0.9.2 | Scales for Python [ml_dtypes](https://pypi.org/project/ml_dtypes) | 0.4.0 | [mlxtend](https://pypi.org/project/mlxtend) | 0.22.0 | Machine Learning Library Extensions [more_itertools](https://pypi.org/project/more_itertools) | 10.2.0 | More routines for operating on iterables, beyond itertools [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 [mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic [msal](https://pypi.org/project/msal) | 1.24.1 | The Microsoft Authentication Library (MSAL) for Python library enables your app to access the Microsoft Cloud by supporting authentication of users with Microsoft Azure Active Directory accounts (AAD) and Microsoft Accounts (MSA) using industry standard OAuth2 and OpenID Connect. [msal_extensions](https://pypi.org/project/msal_extensions) | 1.0.0 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism. [msgpack](https://pypi.org/project/msgpack) | 1.0.4 | MessagePack (de)serializer. [msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.38.33135 | Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories [multidict](https://pypi.org/project/multidict) | 6.0.5 | multidict implementation [multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch [mutagen](https://pypi.org/project/mutagen) | 1.46.0 | read and write audio tags for many formats [mypy](https://pypi.org/project/mypy) | 1.9.0 | Optional static typing for Python [mypy_extensions](https://pypi.org/project/mypy_extensions) | 1.0.0 | 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 [namex](https://pypi.org/project/namex) | 0.0.7 | A simple utility to separate the implementation of your Python package and its public API surface. [nbclient](https://pypi.org/project/nbclient) | 0.10.0 | A client library for executing notebooks. Formally nbconvert's ExecutePreprocessor. [nbconvert](https://pypi.org/project/nbconvert) | 7.16.1 | Converting Jupyter Notebooks [nbdime](https://pypi.org/project/nbdime) | 4.0.1 | Diff and merge of Jupyter Notebooks [nbformat](https://pypi.org/project/nbformat) | 5.10.3 | 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) | 1.6.0 | Patch asyncio to allow nested event loops [netcdf4](https://pypi.org/project/netcdf4) | 1.6.5 | Provides an object-oriented python interface to the netCDF version 4 library. [networkx](https://pypi.org/project/networkx) | 3.3 | Python package for creating and manipulating graphs and networks [nltk](https://pypi.org/project/nltk) | 3.8.1 | Natural Language Toolkit [notebook](https://pypi.org/project/notebook) | 7.1.2 | A web-based notebook environment for interactive computing [notebook_shim](https://pypi.org/project/notebook_shim) | 0.2.3 | 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) | 0.59.1 | compiling Python code using LLVM [numcodecs](https://pypi.org/project/numcodecs) | 0.12.1 | A Python package providing buffer compression and transformation codecs for use in data storage and communication applications. [numexpr](https://pypi.org/project/numexpr) | 2.10.0 | Fast numerical expression evaluator for NumPy [numpy](https://pypi.org/project/numpy) | 1.26.4 | NumPy is the fundamental package for array computing with Python. [numpydoc](https://pypi.org/project/numpydoc) | 1.6.0 | Sphinx extension to support docstrings in Numpy format [openai](https://pypi.org/project/openai) | 1.14.3 | Python client library for the OpenAI API [opencv_python](https://pypi.org/project/opencv_python) | 4.9.0.80 | Wrapper package for OpenCV python bindings. [openpyxl](https://pypi.org/project/openpyxl) | 3.1.2 | A Python library to read/write Excel 2010 xlsx/xlsm files [opt_einsum](https://pypi.org/project/opt_einsum) | 3.3.0 | Optimizing numpys einsum function [optree](https://pypi.org/project/optree) | 0.11.0 | [optuna](https://pypi.org/project/optuna) | 3.6.1 | A hyperparameter optimization framework [orjson](https://pypi.org/project/orjson) | 3.9.15 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy [ortools](https://pypi.org/project/ortools) | 9.8.3296 | Google OR-Tools python libraries and modules [outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls. [overrides](https://pypi.org/project/overrides) | 7.7.0 | A decorator to automatically detect mismatch when overriding a method. [packaging](https://pypi.org/project/packaging) | 23.2 | Core utilities for Python packages [pandas](https://pypi.org/project/pandas) | 2.2.2 | Powerful data structures for data analysis, time series, and statistics [pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.0 | Utilities for writing pandoc filters in python [panel](https://pypi.org/project/panel) | 1.4.1 | A high level app and dashboarding solution for Python. [papermill](https://pypi.org/project/papermill) | 2.5.1a1 | Parametrize and run Jupyter and nteract Notebooks [param](https://pypi.org/project/param) | 2.1.0 | Declarative Python programming using Parameters. [paramiko](https://pypi.org/project/paramiko) | 2.8.0 | SSH2 protocol library [parso](https://pypi.org/project/parso) | 0.8.3 | A Python Parser [partd](https://pypi.org/project/partd) | 1.4.0 | Appendable key-value storage [pathspec](https://pypi.org/project/pathspec) | 0.11.0 | Utility library for gitignore style pattern matching of file paths. [patsy](https://pypi.org/project/patsy) | 0.5.6 | 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 [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) | 10.3.0 | Python Imaging Library (Fork) [pims](https://pypi.org/project/pims) | 0.6.1 | Python Image Sequence [pint](https://pypi.org/project/pint) | 0.23 | Physical quantities module [pip](https://pypi.org/project/pip) | 24.0 | The PyPA recommended tool for installing Python packages. [pkginfo](https://pypi.org/project/pkginfo) | 1.9.6 | Query metadatdata from sdists / bdists / installed packages. [platformdirs](https://pypi.org/project/platformdirs) | 3.8.1 | A small Python module for determining appropriate platform-specific dirs, e.g. a "user data dir". [plotly](https://pypi.org/project/plotly) | 5.20.0 | An open-source, interactive graphing library for Python [plotnine](https://pypi.org/project/plotnine) | 0.12.4 | A grammar of graphics for python [plotpy](https://pypi.org/project/plotpy) | 2.3.0 | Plotpy is a library which results from merge of guidata and guiqwt. [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) | 2.0.4 | Python's forecast::auto.arima equivalent [polars](https://pypi.org/project/polars) | 0.20.22 | Blazingly fast DataFrame library [portalocker](https://pypi.org/project/portalocker) | 2.7.0 | Wraps the portalocker recipe for easy usage [portpicker](https://pypi.org/project/portpicker) | 1.5.0 | A library to choose unique available network ports. [ppci](https://pypi.org/project/ppci) | 0.5.9 | 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) | 0.18.0 | Python client for the Prometheus monitoring system. [prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.43 | Library for building powerful interactive command lines in Python [protobuf](https://pypi.org/project/protobuf) | 4.25.1 | Protocol Buffers [psutil](https://pypi.org/project/psutil) | 5.9.5 | Cross-platform lib for process and system monitoring in Python. [psygnal](https://pypi.org/project/psygnal) | 0.9.5 | Fast python callback/event system modeled after Qt Signals [ptpython](https://pypi.org/project/ptpython) | 3.0.26 | 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) | 2.6.0 | 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 [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) | 16.0.0 | Python library for Apache Arrow [pyaudio](https://pypi.org/project/pyaudio) | 0.2.14 | 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) | 2.12.0 | Seamless operability between C++11 and Python [pycodestyle](https://pypi.org/project/pycodestyle) | 2.11.1 | Python style guide checker [pycosat](https://pypi.org/project/pycosat) | 0.6.6 | bindings to picosat (a SAT solver) [pycparser](https://pypi.org/project/pycparser) | 2.21 | C parser in Python [pycryptodomex](https://pypi.org/project/pycryptodomex) | 3.18.0 | Cryptographic library for 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) | 2.6.4 | Data validation and settings management using python 3.6 type hinting [pydantic_core](https://pypi.org/project/pydantic_core) | 2.16.3 | [pydeck](https://pypi.org/project/pydeck) | 0.8.0 | Widget for deck.gl maps [pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker [pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface [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) | 2.0.1.1 | Python bindings for ERFA [pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs [pygad](https://pypi.org/project/pygad) | 3.2.0 | PyGAD: A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch). [pygame](https://pypi.org/project/pygame) | 2.5.2 | Python Game Development [pygments](https://pypi.org/project/pygments) | 2.16.1 | Pygments is a syntax highlighting package written in Python. [pyjwt](https://pypi.org/project/pyjwt) | 2.4.0 | JSON Web Token implementation in Python [pylint](https://pypi.org/project/pylint) | 3.1.0 | python code static checker [pylint_venv](https://pypi.org/project/pylint_venv) | 3.0.3 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments. [pyls_spyder](https://pypi.org/project/pyls_spyder) | 0.4.0 | Spyder extensions for the python-language-server [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) | 4.5.0 | Python driver for MongoDB [pymoo](https://pypi.org/project/pymoo) | 0.6.1.1 | Multi-Objective Optimization in Python [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) | 0.5.11 | Nearest Neighbor Descent [pyodbc](https://pypi.org/project/pyodbc) | 5.0.1 | DB API Module for ODBC [pyomo](https://pypi.org/project/pyomo) | 6.7.0 | Pyomo: Python Optimization Modeling Objects [pyopengl](https://pypi.org/project/pyopengl) | 3.1.7 | Standard OpenGL bindings for Python [pypandoc](https://pypi.org/project/pypandoc) | 1.5 | Thin wrapper for pandoc. [pyparsing](https://pypi.org/project/pyparsing) | 3.0.9 | Python parsing module [pypdf](https://pypi.org/project/pypdf) | 3.15.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files [pypng](https://pypi.org/project/pypng) | 0.20220715.0 | Pure Python library for saving and loading PNG images [pyproj](https://pypi.org/project/pyproj) | 3.6.1 | Python interface to PROJ (cartographic projections and coordinate transformations library) [pyproject_hooks](https://pypi.org/project/pyproject_hooks) | 1.0.0 | Wrappers to call pyproject.toml-based build backend hooks. [pyqt5](https://pypi.org/project/pyqt5) | 5.15.10 | 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) | 12.13.0 | The sip module support for PyQt5 [pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.13.4 | Scientific Graphics and GUI Library for Python [pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.6 | 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. [pyro_api](https://pypi.org/project/pyro_api) | 0.1.2 | Generic API for dispatch to Pyro backends. [pyro_ppl](https://pypi.org/project/pyro_ppl) | 1.8.4 | A Python library for probabilistic modeling and inference [pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension [pysimplegui](https://pypi.org/project/pysimplegui) | 4.60.4 | Python GUIs for Humans. [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) | 7.4.2 | pytest: simple powerful testing with Python [python_barcode](https://pypi.org/project/python_barcode) | 0.15.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included). [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) | 1.0.0 | Add .env support to your django/flask apps in development and deployments [python_json_logger](https://pypi.org/project/python_json_logger) | 2.0.7 | A python library adding a json log formatter [python_lsp_black](https://pypi.org/project/python_lsp_black) | 2.0.0 | Black plugin for the Python LSP Server [python_lsp_jsonrpc](https://pypi.org/project/python_lsp_jsonrpc) | 1.1.2 | JSON RPC 2.0 server library [python_lsp_server](https://pypi.org/project/python_lsp_server) | 1.11.0 | 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_slugify](https://pypi.org/project/python_slugify) | 6.1.2 | A Python Slugify application that handles Unicode [pythonnet](https://pypi.org/project/pythonnet) | 3.0.3 | .Net and Mono integration for Python [pythonqwt](https://pypi.org/project/pythonqwt) | 0.12.1 | Qt plotting widgets for Python [pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.2.4 | Python tool configuration [pytorch_lightning](https://pypi.org/project/pytorch_lightning) | 2.2.1 | PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate. [pytz](https://pypi.org/project/pytz) | 2023.3 | 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) | 3.0.2 | Bidirectional communication for the PyViz ecosystem. [pywin32](https://pypi.org/project/pywin32) | 306 | Python for Window Extensions [pywin32_ctypes](https://pypi.org/project/pywin32_ctypes) | 0.2.2 | A (partial) reimplementation of pywin32 that is pure python (uses ctypes/cffi) [pywinpty](https://pypi.org/project/pywinpty) | 2.0.12 | 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) | 6.0.1 | YAML parser and emitter for Python [pyzmq](https://pypi.org/project/pyzmq) | 25.1.2 | Python bindings for 0MQ [qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2 | The most complete dark stylesheet for Python and Qt applications [qpsolvers](https://pypi.org/project/qpsolvers) | 4.3.0 | Quadratic programming solvers in Python with a unified API [qrcode](https://pypi.org/project/qrcode) | 7.4.2 | QR Code image generator [qstylizer](https://pypi.org/project/qstylizer) | 0.2.2 | Stylesheet Generator for PyQt{4-5}/PySide{1-2} [qtawesome](https://pypi.org/project/qtawesome) | 1.3.1 | FontAwesome icons in PyQt and PySide applications [qtconsole](https://pypi.org/project/qtconsole) | 5.5.1 | Jupyter Qt console [qtpy](https://pypi.org/project/qtpy) | 2.4.1 | Provides an abstraction layer on top of the various Qt bindings (PyQt5, PyQt4 and PySide) and additional custom QWidgets. [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) | 0.19.4 | A Python ASGI web microframework with the same API as Flask [rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.5.2 | rapid fuzzy string matching [rasterio](https://pypi.org/project/rasterio) | 1.3.9 | 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 [referencing](https://pypi.org/project/referencing) | 0.31.1 | JSON Referencing + Python [regex](https://pypi.org/project/regex) | 2023.10.3 | Alternative regular expression module, to replace re. [reportlab](https://pypi.org/project/reportlab) | 4.0.4 | The Reportlab Toolkit [requests](https://pypi.org/project/requests) | 2.31.0 | 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) | 0.10.1 | A utility belt for advanced users of python-requests [retrying](https://pypi.org/project/retrying) | 1.3.4 | Retrying [rfc3339_validator](https://pypi.org/project/rfc3339_validator) | 0.1.4 | A pure python RFC3339 validator [rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986 [rfc3986_validator](https://pypi.org/project/rfc3986_validator) | 0.1.1 | Pure python rfc3986 validator [rich](https://pypi.org/project/rich) | 13.7.1 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal [rope](https://pypi.org/project/rope) | 1.12.0 | a python refactoring library... [rpds_py](https://pypi.org/project/rpds_py) | 0.13.2 | Python bindings to Rust's persistent data structures (rpds) [rtree](https://pypi.org/project/rtree) | 1.1.0 | R-Tree spatial index for Python GIS [rx](https://pypi.org/project/rx) | 3.1.1 | Reactive Extensions (Rx) for Python [safetensors](https://pypi.org/project/safetensors) | 0.4.2 | Fast and Safe Tensor serialization [scikit_image](https://pypi.org/project/scikit_image) | 0.23.2 | Image processing routines for SciPy [scikit_learn](https://pypi.org/project/scikit_learn) | 1.4.2 | A set of python modules for machine learning and data mining [scikit_optimize](https://pypi.org/project/scikit_optimize) | 0.10.1 | Sequential model-based optimization toolbox. [scipy](https://pypi.org/project/scipy) | 1.13.0 | 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) | 3.2.4.post1 | scs: splitting conic solver [seaborn](https://pypi.org/project/seaborn) | 0.13.2 | seaborn: statistical data visualization [send2trash](https://pypi.org/project/send2trash) | 1.8.2 | Send file to trash natively under Mac OS X, Windows and Linux. [setuptools](https://pypi.org/project/setuptools) | 69.2.0 | Easily download, build, install, upgrade, and uninstall Python packages [shapely](https://pypi.org/project/shapely) | 2.0.4 | Geometric objects, predicates, and operations [shellingham](https://pypi.org/project/shellingham) | 1.5.0.post1 | Tool to Detect Surrounding Shell [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) | 1.3.0 | 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) | 0.4.6 | 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) | 7.2.6 | Tool for generating documentation which uses reStructuredText as its markup language [sphinx_rtd_theme](https://pypi.org/project/sphinx_rtd_theme) | 2.0.0 | 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_jquery](https://pypi.org/project/sphinxcontrib_jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases [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) | 1.1.9 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle). [spyder](https://pypi.org/project/spyder) | 5.5.4 | The Scientific Python Development Environment [spyder_kernels](https://pypi.org/project/spyder_kernels) | 2.5.1 | Jupyter kernels for Spyder's console [sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.28 | 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) | 3.36 | 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) | 0.3 | Lightweight interface for SSRS reports to python [stack_data](https://pypi.org/project/stack_data) | 0.6.1 | Extract data from python stack frames and tracebacks for informative displays [starlette](https://pypi.org/project/starlette) | 0.35.1 | The little ASGI library that shines. [statsmodels](https://pypi.org/project/statsmodels) | 0.14.2 | Statistical computations and models for Python [streamlit](https://pypi.org/project/streamlit) | 1.32.2 | 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) | 1.3.4 | A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner [sympy](https://pypi.org/project/sympy) | 1.12 | Computer algebra system (CAS) in 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 [terminado](https://pypi.org/project/terminado) | 0.17.0 | 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) | 4.5.0 | Compute distance between the two texts. [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) | 2023.7.18 | Read and write TIFF(r) files [tinycss2](https://pypi.org/project/tinycss2) | 1.1.1 | tinycss2 [tokenizers](https://pypi.org/project/tokenizers) | 0.15.1 | Fast and Customizable Tokenizers [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) | 0.12.3 | Style preserving TOML library [toolz](https://pypi.org/project/toolz) | 0.12.0 | List processing tools and functional utilities [torch](https://pypi.org/project/torch) | 2.2.2 | Tensors and Dynamic neural networks in Python with strong GPU acceleration [torchaudio](https://pypi.org/project/torchaudio) | 2.2.2 | An audio package for PyTorch [torchmetrics](https://pypi.org/project/torchmetrics) | 1.3.2 | PyTorch native Metrics [torchvision](https://pypi.org/project/torchvision) | 0.17.2 | image and video datasets and models for torch deep learning [tornado](https://pypi.org/project/tornado) | 6.4 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. [tqdm](https://pypi.org/project/tqdm) | 4.65.0 | Fast, Extensible Progress Meter [traitlets](https://pypi.org/project/traitlets) | 5.14.1 | Traitlets Python config system [traittypes](https://pypi.org/project/traittypes) | 0.2.1 | Scipy trait types [transformers](https://pypi.org/project/transformers) | 4.38.2 | State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow [trio](https://pypi.org/project/trio) | 0.25.0 | A friendly Python library for async concurrency and I/O [trove_classifiers](https://pypi.org/project/trove_classifiers) | 2023.2.20 | Canonical source for classifiers on PyPI (pypi.org). [twine](https://pypi.org/project/twine) | 4.0.1 | Collection of utilities for publishing packages on PyPI [typeguard](https://pypi.org/project/typeguard) | 2.13.3 | Run-time type checker for Python [typing_extensions](https://pypi.org/project/typing_extensions) | 4.9.0 | Backported and Experimental Type Hints for Python 3.5+ [typing_inspect](https://pypi.org/project/typing_inspect) | 0.8.0 | Runtime inspection utilities for typing module. [tzdata](https://pypi.org/project/tzdata) | 2022.7 | Provider of IANA time zone data [tzlocal](https://pypi.org/project/tzlocal) | 4.2 | tzinfo object for the local timezone [uc_micro_py](https://pypi.org/project/uc_micro_py) | 1.0.1 | Micro subset of unicode data files for linkify-it-py projects. [ujson](https://pypi.org/project/ujson) | 5.8.0 | 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) | 3.1.7 | Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives [uri_template](https://pypi.org/project/uri_template) | 1.2.0 | RFC 6570 URI Template Processor [urllib3](https://pypi.org/project/urllib3) | 2.0.3 | HTTP library with thread-safe connection pooling, file post, and more. [userpath](https://pypi.org/project/userpath) | 1.8.0 | Cross-platform tool for adding locations to the user PATH [uvicorn](https://pypi.org/project/uvicorn) | 0.26.0 | The lightning-fast ASGI server. [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) | 20.23.0 | Virtual Python Environment builder [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 [watchdog](https://pypi.org/project/watchdog) | 2.2.0 | Filesystem events monitoring [wcwidth](https://pypi.org/project/wcwidth) | 0.2.9 | Measures number of Terminal column cells of wide-character codes [webcolors](https://pypi.org/project/webcolors) | 1.12 | A library for working with color names and color values formats defined by HTML and CSS. [webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content [websocket_client](https://pypi.org/project/websocket_client) | 1.6.4 | WebSocket client for Python. hybi13 is supported. [websockets](https://pypi.org/project/websockets) | 12.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692) [werkzeug](https://pypi.org/project/werkzeug) | 3.0.1 | 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) | 0.43.0 | A built-package format for Python [widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.10 | IPython HTML widgets for Jupyter [winpython](http://winpython.github.io/) | 7.6.20240427 | WinPython distribution tools, including WPPM [wordcloud](https://pypi.org/project/wordcloud) | 1.9.3 | 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) | 2024.2.0 | N-D labeled arrays and datasets in Python [xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.1.9 | 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) | 2023.10.1 | Source of XYZ tiles providers [yapf](https://pypi.org/project/yapf) | 0.40.1 | A formatter for Python code. [yarl](https://pypi.org/project/yarl) | 1.7.2 | Yet another URL library [yt_dlp](https://pypi.org/project/yt_dlp) | 2023.7.6 | A youtube-dl fork with additional features and patches [zarr](https://pypi.org/project/zarr) | 2.16.1 | An implementation of chunked, compressed, N-dimensional arrays for Python. [zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools [zipp](https://pypi.org/project/zipp) | 3.17.0 | Backport of pathlib-compatible object wrapper for zip files [zstandard](https://pypi.org/project/zstandard) | 0.22.0 | Zstandard bindings for Python

History of changes for WinPython-64bit 3.12.3.1

The following changes were made to WinPython-64bit distribution since version 3.12.3.0.

### Python packages New packages: * [adbc_driver_manager](https://pypi.org/project/adbc_driver_manager) 0.11.0 () * [dask_expr](https://pypi.org/project/dask_expr) 1.0.5 () * [db.py](https://pypi.org/project/db.py) 0.5.4b1 (a db package that doesn't suck) * [jaraco.classes](https://pypi.org/project/jaraco.classes) 3.3.0 (Utility functions for Python class constructs) Upgraded packages: * [accelerate](https://pypi.org/project/accelerate) 0.23.0 → 0.28.0 (Accelerate) * [altair](https://pypi.org/project/altair) 5.2.0 → 5.3.0 (Altair: A declarative statistical visualization library for Python.) * [bokeh](https://pypi.org/project/bokeh) 3.4.0 → 3.4.1 (Interactive plots and applications in the browser from Python) * [contourpy](https://pypi.org/project/contourpy) 1.2.0 → 1.2.1 (Python library for calculating contours of 2D quadrilateral grids) * [dask](https://pypi.org/project/dask) 2023.10.1 → 2024.3.1 (Parallel PyData with Task Scheduling) * [dataclasses_json](https://pypi.org/project/dataclasses_json) 0.5.7 → 0.6.4 (Easily serialize dataclasses to and from JSON) * [distributed](https://pypi.org/project/distributed) 2023.10.1 → 2024.3.1 (Distributed scheduler for Dask) * [django](https://pypi.org/project/django) 4.2.5 → 5.0.3 (A high-level Python web framework that encourages rapid development and clean, pragmatic design.) * [duckdb](https://pypi.org/project/duckdb) 0.10.1 → 0.10.2 (DuckDB embedded database) * [fonttools](https://pypi.org/project/fonttools) 4.44.0 → 4.50.0 (Tools to manipulate font files) * [fsspec](https://pypi.org/project/fsspec) 2023.9.2 → 2024.3.1 (File-system specification) * [hypercorn](https://pypi.org/project/hypercorn) 0.14.4 → 0.16.0 (A ASGI Server based on Hyper libraries and inspired by Gunicorn.) * [hypothesis](https://pypi.org/project/hypothesis) 6.87.1 → 6.99.13 (A library for property-based testing) * [imageio](https://pypi.org/project/imageio) 2.31.1 → 2.33.1 (Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.) * [isort](https://pypi.org/project/isort) 5.12.0 → 5.13.2 (A Python utility / library to sort Python imports.) * [jsonschema_specifications](https://pypi.org/project/jsonschema_specifications) 2023.7.1 → 2023.12.1 (The JSON Schema meta-schemas and vocabularies, exposed as a Registry) * [jupyter_lsp](https://pypi.org/project/jupyter_lsp) 2.2.0 → 2.2.4 (Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server) * [keyring](https://pypi.org/project/keyring) 24.2.0 → 24.3.1 (Store and access your passwords safely.) * [lazy_loader](https://pypi.org/project/lazy_loader) 0.3 → 0.4 (lazy_loader) * [marshmallow](https://pypi.org/project/marshmallow) 3.12.1 → 3.20.2 (A lightweight library for converting complex datatypes to and from native Python datatypes.) * [ml_dtypes](https://pypi.org/project/ml_dtypes) 0.3.2 → 0.4.0 () * [more_itertools](https://pypi.org/project/more_itertools) 9.0.0 → 10.2.0 (More routines for operating on iterables, beyond itertools) * [nest_asyncio](https://pypi.org/project/nest_asyncio) 1.5.6 → 1.6.0 (Patch asyncio to allow nested event loops) * [networkx](https://pypi.org/project/networkx) 3.2.1 → 3.3 (Python package for creating and manipulating graphs and networks) * [numexpr](https://pypi.org/project/numexpr) 2.8.7 → 2.10.0 (Fast numerical expression evaluator for NumPy) * [numpydoc](https://pypi.org/project/numpydoc) 1.3 → 1.6.0 (Sphinx extension to support docstrings in Numpy format) * [pandas](https://pypi.org/project/pandas) 2.2.1 → 2.2.2 (Powerful data structures for data analysis, time series, and statistics) * [pillow](https://pypi.org/project/pillow) 10.2.0 → 10.3.0 (Python Imaging Library (Fork)) * [pint](https://pypi.org/project/pint) 0.19.2 → 0.23 (Physical quantities module) * [polars](https://pypi.org/project/polars) 0.20.17 → 0.20.22 (Blazingly fast DataFrame library) * [pyarrow](https://pypi.org/project/pyarrow) 14.0.1 → 16.0.0 (Python library for Apache Arrow) * [referencing](https://pypi.org/project/referencing) 0.30.2 → 0.31.1 (JSON Referencing + Python) * [scikit_image](https://pypi.org/project/scikit_image) 0.22.0 → 0.23.2 (Image processing routines for SciPy) * [scikit_learn](https://pypi.org/project/scikit_learn) 1.4.1.post1 → 1.4.2 (A set of python modules for machine learning and data mining) * [scipy](https://pypi.org/project/scipy) 1.12.0 → 1.13.0 (SciPy: Scientific Library for Python) * [shapely](https://pypi.org/project/shapely) 2.0.1 → 2.0.4 (Geometric objects, predicates, and operations) * [statsmodels](https://pypi.org/project/statsmodels) 0.14.1 → 0.14.2 (Statistical computations and models for Python) * [winpython](http://winpython.github.io/) 7.5.20240410 → 7.6.20240427 (WinPython distribution tools, including WPPM) Removed packages: * [db_py](https://pypi.org/project/db_py) 0.5.4b1 (a db package that doesn't suck) * [jaraco_classes](https://pypi.org/project/jaraco_classes) 3.3.0 (Utility functions for Python class constructs) * [lz4](https://pypi.org/project/lz4) 4.3.3 (LZ4 Bindings for Python) * [marshmallow_enum](https://pypi.org/project/marshmallow_enum) 1.5.1 (Enum field for Marshmallow)
stonebig commented 1 month ago

WinPython 2024-03 b2 (2024-05-11)

Changes from WinPython 2024-03 b1 :

Areas of particular interest for testers:

Next build:

binaries at:

WinPython 3.12.3.1

The following packages are included in WinPython-64bit v3.12.3.1 b2.

### Tools Name | Version | Description -----|---------|------------ [Nodejs](https://nodejs.org) | v20.12.2 | a JavaScript runtime built on Chrome's V8 JavaScript engine [npmjs](https://www.npmjs.com/) | 10.5.0 | a package manager for JavaScript [Pandoc](https://pandoc.org/) | 3.1.9 | a universal document converter ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.12.3 | Python programming language with standard library [about_time](https://pypi.org/project/about_time) | 4.2.1 | Easily measure timing and throughput of code blocks, with beautiful human friendly representations. [absl_py](https://pypi.org/project/absl_py) | 2.0.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py. [accelerate](https://pypi.org/project/accelerate) | 0.28.0 | Accelerate [adbc_driver_manager](https://pypi.org/project/adbc_driver_manager) | 0.11.0 | A generic entrypoint for ADBC drivers. [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) | 23.2.1 | File support for asyncio. [aiohttp](https://pypi.org/project/aiohttp) | 3.9.3 | Async http client/server framework (asyncio) [aiosignal](https://pypi.org/project/aiosignal) | 1.3.1 | aiosignal: a list of registered asynchronous callbacks [aiosqlite](https://pypi.org/project/aiosqlite) | 0.20.0 | asyncio bridge to the standard sqlite3 module [alabaster](https://pypi.org/project/alabaster) | 0.7.16 | A light, configurable Sphinx theme [alembic](https://pypi.org/project/alembic) | 1.13.1 | A database migration tool for SQLAlchemy. [alive_progress](https://pypi.org/project/alive_progress) | 3.1.5 | A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations! [altair](https://pypi.org/project/altair) | 5.3.0 | Vega-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. [aniso8601](https://pypi.org/project/aniso8601) | 9.0.1 | A library for parsing ISO 8601 strings. [annotated_types](https://pypi.org/project/annotated_types) | 0.6.0 | Reusable constraint types to use with typing.Annotated [anyio](https://pypi.org/project/anyio) | 4.3.0 | High level compatibility layer for multiple asynchronous event loop implementations [anywidget](https://pypi.org/project/anywidget) | 0.9.3 | custom jupyter widgets made easy [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) | 23.1.0 | Argon2 for Python [argon2_cffi_bindings](https://pypi.org/project/argon2_cffi_bindings) | 21.2.0 | Low-level CFFI bindings for Argon2 [array_api_compat](https://pypi.org/project/array_api_compat) | 1.6 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard [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) | 3.8.1 | ASGI specs, helper code, and adapters [asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | 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) | 0.9.31 | Safe, minimalistic evaluator of python expression using ast module [astroid](https://pypi.org/project/astroid) | 3.1.0 | An abstract syntax tree for Python with inference support. [astropy](https://pypi.org/project/astropy) | 5.3.4 | Astronomy and astrophysics core library [asttokens](https://pypi.org/project/asttokens) | 2.4.1 | Annotate AST trees with source code positions [async_lru](https://pypi.org/project/async_lru) | 2.0.4 | Simple LRU cache for asyncio [async_timeout](https://pypi.org/project/async_timeout) | 4.0.3 | Timeout context manager for asyncio programs [atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes. [attrs](https://pypi.org/project/attrs) | 23.2.0 | Classes Without Boilerplate [autograd](https://pypi.org/project/autograd) | 1.6.2 | Efficiently computes derivatives of numpy code. [autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide [azure_core](https://pypi.org/project/azure_core) | 1.30.1 | Microsoft Azure Core Library for Python [azure_cosmos](https://pypi.org/project/azure_cosmos) | 4.6.0 | Microsoft Azure Cosmos Client Library for Python [azure_identity](https://pypi.org/project/azure_identity) | 1.16.0 | Microsoft Azure Identity Library for Python [babel](https://pypi.org/project/babel) | 2.13.1 | Internationalization utilities [baresql](https://pypi.org/project/baresql) | 0.8.0 | playing SQL directly on Python datas [bcrypt](https://pypi.org/project/bcrypt) | 4.0.1 | Modern password hashing for your software and your servers [beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.12.2 | 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) | 24.4.2 | The uncompromising code formatter. [bleach](https://pypi.org/project/bleach) | 6.0.0 | An easy safelist-based HTML-sanitizing tool. [blinker](https://pypi.org/project/blinker) | 1.7.0 | Fast, simple object-to-object and broadcast signaling [bokeh](https://pypi.org/project/bokeh) | 3.4.1 | Interactive plots and applications in the browser from Python [botorch](https://pypi.org/project/botorch) | 0.9.5 | Bayesian Optimization in PyTorch [branca](https://pypi.org/project/branca) | 0.6.0 | 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) | 1.1.0 | Python bindings for the Brotli compression library [build](https://pypi.org/project/build) | 1.1.1 | A simple, correct Python build frontend [cachelib](https://pypi.org/project/cachelib) | 0.10.2 | A collection of cache libraries in the same API interface. [cachetools](https://pypi.org/project/cachetools) | 5.3.1 | Extensible memoizing collections and decorators [cartopy](https://pypi.org/project/cartopy) | 0.23.0 | A Python library for cartographic visualizations with Matplotlib [certifi](https://pypi.org/project/certifi) | 2023.11.17 | Python package for providing Mozilla's CA Bundle. [cffi](https://pypi.org/project/cffi) | 1.16.0 | Foreign Function Interface for Python calling C code. [cftime](https://pypi.org/project/cftime) | 1.6.3 | Time-handling functionality from netcdf4-python [chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3 [charset_normalizer](https://pypi.org/project/charset_normalizer) | 3.2.0 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. [clarabel](https://pypi.org/project/clarabel) | 0.7.1 | Clarabel Conic Interior Point Solver for Rust / Python [click](https://pypi.org/project/click) | 8.1.7 | Composable command line interface toolkit [click_default_group](https://pypi.org/project/click_default_group) | 1.2.4 | click_default_group [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) | 3.0.0 | Pickler class to extend the standard pickle.Pickler functionality [clr_loader](https://pypi.org/project/clr_loader) | 0.2.6 | Generic pure Python loader for .NET runtimes [clrmagic](https://pypi.org/project/clrmagic) | 0.0.1a2 | IPython cell magic to use .NET languages [cma](https://pypi.org/project/cma) | 3.2.2 | CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python [colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text. [colorcet](https://pypi.org/project/colorcet) | 3.0.1 | Collection of perceptually uniform colormaps [colorlog](https://pypi.org/project/colorlog) | 6.8.2 | Add colours to the output of Python's logging module. [comm](https://pypi.org/project/comm) | 0.1.4 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc. [contourpy](https://pypi.org/project/contourpy) | 1.2.1 | Python library for calculating contours of 2D quadrilateral grids [cookiecutter](https://pypi.org/project/cookiecutter) | 2.3.0 | 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) | 7.3.2 | Code coverage measurement for Python [cryptography](https://pypi.org/project/cryptography) | 41.0.5 | cryptography is a package which provides cryptographic recipes and primitives to Python developers. [cvxopt](https://pypi.org/project/cvxopt) | 1.3.2 | Convex optimization package [cvxpy](https://pypi.org/project/cvxpy) | 1.5.0 | A domain-specific language for modeling convex optimization problems in Python. [cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles [cython](https://pypi.org/project/cython) | 3.0.10 | The Cython compiler for writing C extensions in the Python language. [cytoolz](https://pypi.org/project/cytoolz) | 0.12.3 | Cython implementation of Toolz: High performance functional utilities [dash](https://pypi.org/project/dash) | 2.16.1 | 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) | 2024.3.1 | Parallel PyData with Task Scheduling [dask_expr](https://pypi.org/project/dask_expr) | 1.0.5 | High Level Expressions for Dask [dask_image](https://pypi.org/project/dask_image) | 2023.8.1 | Distributed image processing [dataclasses_json](https://pypi.org/project/dataclasses_json) | 0.6.4 | Easily serialize dataclasses to and from JSON. [datasette](https://pypi.org/project/datasette) | 0.64.6 | An open source multi-tool for exploring and publishing data [datasette_graphql](https://pypi.org/project/datasette_graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases [datashader](https://pypi.org/project/datashader) | 0.16.1 | Data visualization toolchain based on aggregating into a grid [db_py](https://pypi.org/project/db_py) | 0.5.4b1 | a db package that doesn't suck [deap](https://pypi.org/project/deap) | 1.4.1 | Distributed Evolutionary Algorithms in Python [debugpy](https://pypi.org/project/debugpy) | 1.8.0 | 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) | 0.3.7 | serialize all of Python [dirty_cat](https://pypi.org/project/dirty_cat) | 0.4.1 | Machine learning with dirty categories. [distlib](https://pypi.org/project/distlib) | 0.3.6 | Distribution utilities [distributed](https://pypi.org/project/distributed) | 2024.3.1 | Distributed scheduler for Dask [distro](https://pypi.org/project/distro) | 1.8.0 | Distro - an OS platform information API [django](https://pypi.org/project/django) | 5.0.3 | A high-level Python web framework that encourages rapid development and clean, pragmatic design. [dnspython](https://pypi.org/project/dnspython) | 2.4.2 | DNS toolkit [docopt](https://pypi.org/project/docopt) | 0.6.2 | Pythonic argument parser, that will make you smile [docstring_to_markdown](https://pypi.org/project/docstring_to_markdown) | 0.13 | On the fly conversion of Python docstrings to markdown [docutils](https://pypi.org/project/docutils) | 0.20.1 | Docutils -- Python Documentation Utilities [duckdb](https://pypi.org/project/duckdb) | 0.10.2 | DuckDB in-process database [ecos](https://pypi.org/project/ecos) | 2.0.13 | This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information. [editables](https://pypi.org/project/editables) | 0.3 | Editable installations [emcee](https://pypi.org/project/emcee) | 3.1.4 | 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) | 2.0.1 | Get the currently executing AST node of a frame, and other information [fast_histogram](https://pypi.org/project/fast_histogram) | 0.12 | Fast simple 1D and 2D histograms [fastapi](https://pypi.org/project/fastapi) | 0.109.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production [fasteners](https://pypi.org/project/fasteners) | 0.18 | A python package that provides useful locks [fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.18.0 | Fastest Python implementation of JSON schema [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) | 3.12.4 | 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) | 1.9.5 | Fiona reads and writes spatial data files [flake8](https://pypi.org/project/flake8) | 7.0.0 | the modular source code checker: pep8 pyflakes and co [flask](https://pypi.org/project/flask) | 3.0.2 | A simple framework for building complex web applications. [flask_mail](https://pypi.org/project/flask_mail) | 0.9.1 | Flask extension for sending email [flask_session](https://pypi.org/project/flask_session) | 0.5.0 | Server-side session support for Flask [flask_sqlalchemy](https://pypi.org/project/flask_sqlalchemy) | 3.0.5 | Add SQLAlchemy support to your Flask application. [flit](https://pypi.org/project/flit) | 3.9.0 | A simple packaging tool for simple packages. [flit_core](https://pypi.org/project/flit_core) | 3.9.0 | Distribution-building parts of Flit. See flit package for more information [folium](https://pypi.org/project/folium) | 0.14.0 | Make beautiful maps with Leaflet.js & Python [fonttools](https://pypi.org/project/fonttools) | 4.50.0 | 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 [fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers [frozenlist](https://pypi.org/project/frozenlist) | 1.4.1 | A list-like structure which implements collections.abc.MutableSequence [fsspec](https://pypi.org/project/fsspec) | 2024.3.1 | 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) | 3.7.3 | GDAL: Geospatial Data Abstraction Library [geographiclib](https://pypi.org/project/geographiclib) | 2.0 | The geodesic routines from GeographicLib [geopandas](https://pypi.org/project/geopandas) | 0.14.0 | Geographic pandas extensions [geopy](https://pypi.org/project/geopy) | 2.4.0 | Python Geocoding Toolbox [gitdb](https://pypi.org/project/gitdb) | 4.0.10 | Git Object Database [gitpython](https://pypi.org/project/gitpython) | 3.1.32 | GitPython is a Python library used to interact with Git repositories [gpytorch](https://pypi.org/project/gpytorch) | 1.11 | An implementation of Gaussian Processes in Pytorch [grapheme](https://pypi.org/project/grapheme) | 0.6.0 | Unicode grapheme helpers [graphene](https://pypi.org/project/graphene) | 3.3 | 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 [greenlet](https://pypi.org/project/greenlet) | 3.0.3 | Lightweight in-process concurrent programming [guidata](https://pypi.org/project/guidata) | 3.4.1 | Automatic GUI generation for easy dataset editing and display [h11](https://pypi.org/project/h11) | 0.14.0 | 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) | 3.10.0 | Read and write HDF5 files from Python [hatch](https://pypi.org/project/hatch) | 1.9.3 | Modern, extensible Python project management [hatchling](https://pypi.org/project/hatchling) | 1.21.1 | Modern, extensible Python build backend [highspy](https://pypi.org/project/highspy) | 1.7.1.dev1 | A thin set of pybind11 wrappers to HiGHS [holoviews](https://pypi.org/project/holoviews) | 1.18.3 | 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) | 1.0.5 | A minimal low-level HTTP client. [httpie](https://pypi.org/project/httpie) | 3.2.2 | HTTPie: modern, user-friendly command-line HTTP client for the API era. [httpx](https://pypi.org/project/httpx) | 0.27.0 | The next generation HTTP client. [huggingface_hub](https://pypi.org/project/huggingface_hub) | 0.21.4 | Client library to download and publish models, datasets and other repos on the huggingface.co hub [hupper](https://pypi.org/project/hupper) | 1.12 | Integrated process monitor for developing and reloading daemons. [hvplot](https://pypi.org/project/hvplot) | 0.9.2 | A high-level plotting API for the PyData ecosystem built on HoloViews. [hypercorn](https://pypi.org/project/hypercorn) | 0.16.0 | 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 [hyperlink](https://pypi.org/project/hyperlink) | 21.0.0 | A featureful, immutable, and correct URL for Python. [hypothesis](https://pypi.org/project/hypothesis) | 6.99.13 | A library for property-based testing [idna](https://pypi.org/project/idna) | 3.4 | Internationalized Domain Names in Applications (IDNA) [imageio](https://pypi.org/project/imageio) | 2.33.1 | Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. [imageio_ffmpeg](https://pypi.org/project/imageio_ffmpeg) | 0.4.8 | 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) | 0.12.2 | Toolbox for imbalanced dataset in machine learning. [importlib_metadata](https://pypi.org/project/importlib_metadata) | 6.8.0 | 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) | 2.0.0 | brain-dead simple config-ini parsing [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) | 6.29.4 | IPython Kernel for Jupyter [ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.18.2 | A Jupyter widget for dynamic Leaflet maps [ipympl](https://pypi.org/project/ipympl) | 0.9.3 | Matplotlib Jupyter Extension [ipython](https://pypi.org/project/ipython) | 8.22.2 | 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) | 0.5.0 | RDBMS access via IPython [ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.2 | Jupyter interactive widgets [isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations [isort](https://pypi.org/project/isort) | 5.13.2 | A Python utility / library to sort Python imports. [itsdangerous](https://pypi.org/project/itsdangerous) | 2.1.2 | Safely 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 [jaraco_classes](https://pypi.org/project/jaraco_classes) | 3.3.0 | Utility functions for Python class constructs [jaxtyping](https://pypi.org/project/jaxtyping) | 0.2.22 | Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees. [jedi](https://pypi.org/project/jedi) | 0.19.1 | An autocompletion tool for Python that can be used for text editors. [jellyfish](https://pypi.org/project/jellyfish) | 1.0.3 | Approximate and phonetic matching of strings. [jinja2](https://pypi.org/project/jinja2) | 3.1.2 | A very fast and expressive template engine. [joblib](https://pypi.org/project/joblib) | 1.3.2 | Lightweight pipelining with Python functions [json5](https://pypi.org/project/json5) | 0.9.14 | A Python implementation of the JSON5 data format. [jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902) [jsonpointer](https://pypi.org/project/jsonpointer) | 2.4 | Identify specific nodes in a JSON document (RFC 6901) [jsonschema](https://pypi.org/project/jsonschema) | 4.19.2 | An implementation of JSON Schema validation for Python [jsonschema_specifications](https://pypi.org/project/jsonschema_specifications) | 2023.12.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry [julia](https://pypi.org/project/julia) | 0.6.2 | 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) | 3.0.7 | A Jupyter extension for rendering Bokeh content. [jupyter_client](https://pypi.org/project/jupyter_client) | 8.6.0 | Jupyter protocol implementation and client libraries [jupyter_console](https://pypi.org/project/jupyter_console) | 6.6.3 | Jupyter terminal console [jupyter_core](https://pypi.org/project/jupyter_core) | 5.5.0 | Jupyter core package. A base package on which Jupyter projects rely. [jupyter_events](https://pypi.org/project/jupyter_events) | 0.9.0 | Jupyter Event System library [jupyter_lsp](https://pypi.org/project/jupyter_lsp) | 2.2.4 | 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) | 2.12.5 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications. [jupyter_server_mathjax](https://pypi.org/project/jupyter_server_mathjax) | 0.2.6 | MathJax resources as a Jupyter Server Extension. [jupyter_server_terminals](https://pypi.org/project/jupyter_server_terminals) | 0.4.4 | A Jupyter Server Extension Providing Terminals. [jupyter_sphinx](https://pypi.org/project/jupyter_sphinx) | 0.4.0 | Jupyter Sphinx Extensions [jupyterlab](https://pypi.org/project/jupyterlab) | 4.1.5 | JupyterLab computational environment [jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) | 0.2.2 | Pygments theme using JupyterLab CSS variables [jupyterlab_server](https://pypi.org/project/jupyterlab_server) | 2.25.4 | A set of server components for JupyterLab and JupyterLab like applications. [jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) | 3.0.10 | Jupyter interactive widgets for JupyterLab [keras](https://pypi.org/project/keras) | 3.1.1 | Multi-backend Keras. [keyring](https://pypi.org/project/keyring) | 24.3.1 | Store and access your passwords safely. [kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.5 | A fast implementation of the Cassowary constraint solver [kornia](https://pypi.org/project/kornia) | 0.7.1 | Open Source Differentiable Computer Vision Library for PyTorch [langchain](https://pypi.org/project/langchain) | 0.1.13 | Building applications with LLMs through composability [langchain_community](https://pypi.org/project/langchain_community) | 0.0.29 | Community contributed LangChain integrations. [langchain_core](https://pypi.org/project/langchain_core) | 0.1.35 | Building applications with LLMs through composability [langchain_text_splitters](https://pypi.org/project/langchain_text_splitters) | 0.0.1 | LangChain text splitting utilities [langsmith](https://pypi.org/project/langsmith) | 0.1.33 | Client library to connect to the LangSmith LLM Tracing and Evaluation Platform. [lazy_loader](https://pypi.org/project/lazy_loader) | 0.4 | Makes it easy to load subpackages and functions on demand. [lightning](https://pypi.org/project/lightning) | 2.2.1 | The Deep Learning framework to train, deploy, and ship AI products Lightning fast. [lightning_utilities](https://pypi.org/project/lightning_utilities) | 0.10.0 | PyTorch Lightning Sample project. [linear_operator](https://pypi.org/project/linear_operator) | 0.5.1 | A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices). [linkify_it_py](https://pypi.org/project/linkify_it_py) | 2.0.2 | Links recognition library with FULL unicode support. [llvmlite](https://pypi.org/project/llvmlite) | 0.42.0 | 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 on Linux and Windows [loky](https://pypi.org/project/loky) | 3.4.0 | A robust implementation of concurrent.futures.ProcessPoolExecutor [lxml](https://pypi.org/project/lxml) | 5.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [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) | 3.5.1 | Python implementation of John Gruber's Markdown. [markdown_it_py](https://pypi.org/project/markdown_it_py) | 2.2.0 | Python port of markdown-it. Markdown parsing, done right! [markupsafe](https://pypi.org/project/markupsafe) | 2.1.1 | Safely add untrusted strings to HTML/XML markup. [marshmallow](https://pypi.org/project/marshmallow) | 3.20.2 | A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib](https://pypi.org/project/matplotlib) | 3.8.3 | 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) | 1.5.1 | 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) | 0.7.0 | McCabe checker, plugin for flake8 [mdit_py_plugins](https://pypi.org/project/mdit_py_plugins) | 0.3.5 | Collection of plugins for markdown-it-py [mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities [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 🐍. [missingno](https://pypi.org/project/missingno) | 0.5.1 | Missing data visualization module for Python. [mistune](https://pypi.org/project/mistune) | 2.0.5 | A sane Markdown parser with useful plugins and renderers [mizani](https://pypi.org/project/mizani) | 0.9.2 | Scales for Python [ml_dtypes](https://pypi.org/project/ml_dtypes) | 0.4.0 | stand-alone implementation of several NumPy dtype extensions used in machine learning libraries [mlxtend](https://pypi.org/project/mlxtend) | 0.22.0 | Machine Learning Library Extensions [more_itertools](https://pypi.org/project/more_itertools) | 10.2.0 | More routines for operating on iterables, beyond itertools [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 [mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic [msal](https://pypi.org/project/msal) | 1.24.1 | The Microsoft Authentication Library (MSAL) for Python library [msal_extensions](https://pypi.org/project/msal_extensions) | 1.0.0 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism. [msgpack](https://pypi.org/project/msgpack) | 1.0.4 | MessagePack serializer [msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.38.33135 | Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories [multidict](https://pypi.org/project/multidict) | 6.0.5 | multidict implementation [multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch [mutagen](https://pypi.org/project/mutagen) | 1.46.0 | read and write audio tags for many formats [mypy](https://pypi.org/project/mypy) | 1.9.0 | Optional static typing for Python [mypy_extensions](https://pypi.org/project/mypy_extensions) | 1.0.0 | Type system extensions for programs checked with the mypy type checker. [mysql_connector_python](https://pypi.org/project/mysql_connector_python) | 8.0.21 | MySQL driver written in Python [namex](https://pypi.org/project/namex) | 0.0.7 | A simple utility to separate the implementation of your Python package and its public API surface. [nbclient](https://pypi.org/project/nbclient) | 0.10.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor. [nbconvert](https://pypi.org/project/nbconvert) | 7.16.1 | Converting Jupyter Notebooks (.ipynb files) to other formats. Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script. nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`). [nbdime](https://pypi.org/project/nbdime) | 4.0.1 | Diff and merge of Jupyter Notebooks [nbformat](https://pypi.org/project/nbformat) | 5.10.3 | 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) | 1.6.0 | Patch asyncio to allow nested event loops [netcdf4](https://pypi.org/project/netcdf4) | 1.6.5 | Provides an object-oriented python interface to the netCDF version 4 library [networkx](https://pypi.org/project/networkx) | 3.3 | Python package for creating and manipulating graphs and networks [nltk](https://pypi.org/project/nltk) | 3.8.1 | Natural Language Toolkit [notebook](https://pypi.org/project/notebook) | 7.1.2 | Jupyter Notebook - A web-based notebook environment for interactive computing [notebook_shim](https://pypi.org/project/notebook_shim) | 0.2.3 | 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) | 0.59.1 | compiling Python code using LLVM [numcodecs](https://pypi.org/project/numcodecs) | 0.12.1 | A Python package providing buffer compression and transformation codecs for use in data storage and communication applications. [numexpr](https://pypi.org/project/numexpr) | 2.10.0 | Fast numerical expression evaluator for NumPy [numpy](https://pypi.org/project/numpy) | 1.26.4 | Fundamental package for array computing in Python [numpydoc](https://pypi.org/project/numpydoc) | 1.6.0 | Sphinx extension to support docstrings in Numpy format [openai](https://pypi.org/project/openai) | 1.14.3 | The official Python library for the openai API [opencv_python](https://pypi.org/project/opencv_python) | 4.9.0.80 | Wrapper package for OpenCV python bindings. [openpyxl](https://pypi.org/project/openpyxl) | 3.1.2 | A Python library to read/write Excel 2010 xlsx/xlsm files [opt_einsum](https://pypi.org/project/opt_einsum) | 3.3.0 | Optimizing numpys einsum function [optree](https://pypi.org/project/optree) | 0.11.0 | Optimized PyTree Utilities. [optuna](https://pypi.org/project/optuna) | 3.6.1 | A hyperparameter optimization framework [orjson](https://pypi.org/project/orjson) | 3.9.15 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy [ortools](https://pypi.org/project/ortools) | 9.8.3296 | Google OR-Tools python libraries and modules [outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls. [overrides](https://pypi.org/project/overrides) | 7.7.0 | A decorator to automatically detect mismatch when overriding a method. [packaging](https://pypi.org/project/packaging) | 23.2 | Core utilities for Python packages [pandas](https://pypi.org/project/pandas) | 2.2.2 | Powerful data structures for data analysis, time series, and statistics [pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.0 | Utilities for writing pandoc filters in python [panel](https://pypi.org/project/panel) | 1.4.1 | The powerful data exploration & web app framework for Python. [papermill](https://pypi.org/project/papermill) | 2.5.1a1 | Parameterize and run Jupyter and nteract Notebooks [param](https://pypi.org/project/param) | 2.1.0 | Make your Python code clearer and more reliable by declaring Parameters. [paramiko](https://pypi.org/project/paramiko) | 2.8.0 | SSH2 protocol library [parso](https://pypi.org/project/parso) | 0.8.3 | A Python Parser [partd](https://pypi.org/project/partd) | 1.4.0 | Appendable key-value storage [pathspec](https://pypi.org/project/pathspec) | 0.11.0 | Utility library for gitignore style pattern matching of file paths. [patsy](https://pypi.org/project/patsy) | 0.5.6 | 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 [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) | 10.3.0 | Python Imaging Library (Fork) [pims](https://pypi.org/project/pims) | 0.6.1 | Python Image Sequence [pint](https://pypi.org/project/pint) | 0.23 | Physical quantities module [pip](https://pypi.org/project/pip) | 24.0 | The PyPA recommended tool for installing Python packages. [pkginfo](https://pypi.org/project/pkginfo) | 1.9.6 | Query metadata from sdists / bdists / installed packages. [platformdirs](https://pypi.org/project/platformdirs) | 3.8.1 | A small Python package for determining appropriate platform-specific dirs, e.g. a "user data dir". [plotly](https://pypi.org/project/plotly) | 5.20.0 | An open-source, interactive data visualization library for Python [plotnine](https://pypi.org/project/plotnine) | 0.12.4 | A Grammar of Graphics for Python [plotpy](https://pypi.org/project/plotpy) | 2.3.0 | Curve and image plotting tools for Python/Qt applications [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) | 2.0.4 | Python's forecast::auto.arima equivalent [polars](https://pypi.org/project/polars) | 0.20.25 | Blazingly fast DataFrame library [portalocker](https://pypi.org/project/portalocker) | 2.7.0 | Wraps the portalocker recipe for easy usage [portpicker](https://pypi.org/project/portpicker) | 1.5.0 | A library to choose unique available network ports. [ppci](https://pypi.org/project/ppci) | 0.5.9 | 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) | 0.18.0 | Python client for the Prometheus monitoring system. [prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.43 | Library for building powerful interactive command lines in Python [protobuf](https://pypi.org/project/protobuf) | 4.25.1 | Protocol Buffers [psutil](https://pypi.org/project/psutil) | 5.9.5 | Cross-platform lib for process and system monitoring in Python. [psygnal](https://pypi.org/project/psygnal) | 0.9.5 | Fast python callback/event system modeled after Qt Signals [ptpython](https://pypi.org/project/ptpython) | 3.0.26 | 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) | 2.6.0 | 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 [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) | 16.0.0 | Python library for Apache Arrow [pyaudio](https://pypi.org/project/pyaudio) | 0.2.14 | Cross-platform audio I/O with PortAudio [pybars3](https://pypi.org/project/pybars3) | 0.9.7 | Handlebars.js templating for Python 3 and 2 [pybind11](https://pypi.org/project/pybind11) | 2.12.0 | Seamless operability between C++11 and Python [pycodestyle](https://pypi.org/project/pycodestyle) | 2.11.1 | Python style guide checker [pycosat](https://pypi.org/project/pycosat) | 0.6.6 | bindings to picosat (a SAT solver) [pycparser](https://pypi.org/project/pycparser) | 2.21 | C parser in Python [pycryptodomex](https://pypi.org/project/pycryptodomex) | 3.18.0 | Cryptographic library for 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) | 2.6.4 | Data validation using Python type hints [pydantic_core](https://pypi.org/project/pydantic_core) | 2.16.3 | Core functionality for Pydantic validation and serialization [pydeck](https://pypi.org/project/pydeck) | 0.8.0 | Widget for deck.gl maps [pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker [pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface [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) | 2.0.1.1 | Python bindings for ERFA [pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs [pygad](https://pypi.org/project/pygad) | 3.2.0 | PyGAD: A Python Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch). [pygame](https://pypi.org/project/pygame) | 2.5.2 | Python Game Development [pygments](https://pypi.org/project/pygments) | 2.16.1 | Pygments is a syntax highlighting package written in Python. [pyjwt](https://pypi.org/project/pyjwt) | 2.4.0 | JSON Web Token implementation in Python [pylint](https://pypi.org/project/pylint) | 3.1.0 | python code static checker [pylint_venv](https://pypi.org/project/pylint_venv) | 3.0.3 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments. [pyls_spyder](https://pypi.org/project/pyls_spyder) | 0.4.0 | Spyder extensions for the python-lsp-server [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) | 4.5.0 | Python driver for MongoDB [pymoo](https://pypi.org/project/pymoo) | 0.6.1.1 | Multi-Objective Optimization in Python [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) | 0.5.11 | Nearest Neighbor Descent [pyodbc](https://pypi.org/project/pyodbc) | 5.0.1 | DB API module for ODBC [pyomo](https://pypi.org/project/pyomo) | 6.7.0 | Pyomo: Python Optimization Modeling Objects [pyopengl](https://pypi.org/project/pyopengl) | 3.1.7 | Standard OpenGL bindings for Python [pypandoc](https://pypi.org/project/pypandoc) | 1.5 | Thin wrapper for pandoc. [pyparsing](https://pypi.org/project/pyparsing) | 3.0.9 | pyparsing module - Classes and methods to define and execute parsing grammars [pypdf](https://pypi.org/project/pypdf) | 3.15.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files [pypng](https://pypi.org/project/pypng) | 0.20220715.0 | Pure Python library for saving and loading PNG images [pyproj](https://pypi.org/project/pyproj) | 3.6.1 | Python interface to PROJ (cartographic projections and coordinate transformations library) [pyproject_hooks](https://pypi.org/project/pyproject_hooks) | 1.0.0 | Wrappers to call pyproject.toml-based build backend hooks. [pyqt5](https://pypi.org/project/pyqt5) | 5.15.10 | 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) | 12.13.0 | The sip module support for PyQt5 [pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.13.4 | Scientific Graphics and GUI Library for Python [pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.6 | 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. [pyro_api](https://pypi.org/project/pyro_api) | 0.1.2 | Generic API for dispatch to Pyro backends. [pyro_ppl](https://pypi.org/project/pyro_ppl) | 1.8.4 | A Python library for probabilistic modeling and inference [pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension [pyshp](https://pypi.org/project/pyshp) | 2.3.1 | Pure Python read/write support for ESRI Shapefile format [pysimplegui](https://pypi.org/project/pysimplegui) | 4.60.4 | Python GUIs for Humans. Launched in 2018. It's 2022 & PySimpleGUI is an ACTIVE & supported project. Super-simple to create custom GUI's. 325+ Demo programs & Cookbook for rapid start. Extensive documentation. Main docs at www.PySimpleGUI.org. Fun & your success are the focus. Examples using Machine Learning (GUI, OpenCV Integration), Rainmeter Style Desktop Widgets, Matplotlib + Pyplot, PIL support, add GUI to command line scripts, PDF & Image Viewers. Great for beginners & advanced GUI programmers. [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) | 7.4.2 | pytest: simple powerful testing with Python [python_barcode](https://pypi.org/project/python_barcode) | 0.15.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included). [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) | 1.0.0 | Read key-value pairs from a .env file and set them as environment variables [python_json_logger](https://pypi.org/project/python_json_logger) | 2.0.7 | A python library adding a json log formatter [python_lsp_black](https://pypi.org/project/python_lsp_black) | 2.0.0 | Black plugin for the Python LSP Server [python_lsp_jsonrpc](https://pypi.org/project/python_lsp_jsonrpc) | 1.1.2 | JSON RPC 2.0 server library [python_lsp_server](https://pypi.org/project/python_lsp_server) | 1.11.0 | 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_slugify](https://pypi.org/project/python_slugify) | 6.1.2 | A Python slugify application that also handles Unicode [pythonnet](https://pypi.org/project/pythonnet) | 3.0.3 | .NET and Mono integration for Python [pythonqwt](https://pypi.org/project/pythonqwt) | 0.12.1 | Qt plotting widgets for Python [pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.2.4 | Python tool configuration [pytorch_lightning](https://pypi.org/project/pytorch_lightning) | 2.2.1 | PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate. [pytz](https://pypi.org/project/pytz) | 2023.3 | 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) | 3.0.2 | A JupyterLab extension for rendering HoloViz content. [pywin32](https://pypi.org/project/pywin32) | 306 | Python for Window Extensions [pywin32_ctypes](https://pypi.org/project/pywin32_ctypes) | 0.2.2 | A (partial) reimplementation of pywin32 using ctypes/cffi [pywinpty](https://pypi.org/project/pywinpty) | 2.0.12 | Pseudo terminal support for Windows from Python. [pywinusb](https://pypi.org/project/pywinusb) | 0.4.2 | A package that simplifies USB/HID communications on windows [pyyaml](https://pypi.org/project/pyyaml) | 6.0.1 | YAML parser and emitter for Python [pyzmq](https://pypi.org/project/pyzmq) | 25.1.2 | Python bindings for 0MQ [qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2 | The most complete dark/light style sheet for C++/Python and Qt applications [qpsolvers](https://pypi.org/project/qpsolvers) | 4.3.0 | Quadratic programming solvers in Python with a unified API. [qrcode](https://pypi.org/project/qrcode) | 7.4.2 | QR Code image generator [qstylizer](https://pypi.org/project/qstylizer) | 0.2.2 | Stylesheet Generator for PyQt{4-5}/PySide{1-2} [qtawesome](https://pypi.org/project/qtawesome) | 1.3.1 | FontAwesome icons in PyQt and PySide applications [qtconsole](https://pypi.org/project/qtconsole) | 5.5.1 | Jupyter Qt console [qtpy](https://pypi.org/project/qtpy) | 2.4.1 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6). [quantecon](https://pypi.org/project/quantecon) | 0.5.3 | Import the main names to top level. [quart](https://pypi.org/project/quart) | 0.19.4 | A Python ASGI web microframework with the same API as Flask [rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.5.2 | rapid fuzzy string matching [rasterio](https://pypi.org/project/rasterio) | 1.3.9 | 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 database and key-value store [referencing](https://pypi.org/project/referencing) | 0.31.1 | JSON Referencing + Python [regex](https://pypi.org/project/regex) | 2023.10.3 | Alternative regular expression module, to replace re. [reportlab](https://pypi.org/project/reportlab) | 4.0.4 | The Reportlab Toolkit [requests](https://pypi.org/project/requests) | 2.31.0 | 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) | 0.10.1 | A utility belt for advanced users of python-requests [retrying](https://pypi.org/project/retrying) | 1.3.4 | Retrying [rfc3339_validator](https://pypi.org/project/rfc3339_validator) | 0.1.4 | A pure python RFC3339 validator [rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986 [rfc3986_validator](https://pypi.org/project/rfc3986_validator) | 0.1.1 | Pure python rfc3986 validator [rich](https://pypi.org/project/rich) | 13.7.1 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal [rope](https://pypi.org/project/rope) | 1.12.0 | a python refactoring library... [rpds_py](https://pypi.org/project/rpds_py) | 0.13.2 | Python bindings to Rust's persistent data structures (rpds) [rtree](https://pypi.org/project/rtree) | 1.1.0 | R-Tree spatial index for Python GIS [rx](https://pypi.org/project/rx) | 3.1.1 | Reactive Extensions (Rx) for Python [safetensors](https://pypi.org/project/safetensors) | 0.4.2 | Fast and Safe Tensor serialization [scikit_image](https://pypi.org/project/scikit_image) | 0.23.2 | Image processing in Python [scikit_learn](https://pypi.org/project/scikit_learn) | 1.4.2 | A set of python modules for machine learning and data mining [scikit_optimize](https://pypi.org/project/scikit_optimize) | 0.10.1 | Sequential model-based optimization toolbox. [scipy](https://pypi.org/project/scipy) | 1.13.0 | Fundamental algorithms for scientific computing in Python [scramp](https://pypi.org/project/scramp) | 1.4.1 | An implementation of the SCRAM protocol. [scs](https://pypi.org/project/scs) | 3.2.4.post1 | Splitting conic solver [seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization [send2trash](https://pypi.org/project/send2trash) | 1.8.2 | Send file to trash natively under Mac OS X, Windows and Linux [setuptools](https://pypi.org/project/setuptools) | 69.2.0 | Easily download, build, install, upgrade, and uninstall Python packages [shapely](https://pypi.org/project/shapely) | 2.0.4 | Manipulation and analysis of geometric objects [shellingham](https://pypi.org/project/shellingham) | 1.5.0.post1 | Tool to Detect Surrounding Shell [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) | 1.3.0 | Sniff out which async library your code is running under [snowballstemmer](https://pypi.org/project/snowballstemmer) | 2.2.0 | This package provides 29 stemmers for 28 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) | 0.4.6 | 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) | 7.2.6 | Python documentation generator [sphinx_rtd_theme](https://pypi.org/project/sphinx_rtd_theme) | 2.0.0 | 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_jquery](https://pypi.org/project/sphinxcontrib_jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases [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) | 1.1.9 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle) [spyder](https://pypi.org/project/spyder) | 5.5.4 | The Scientific Python Development Environment [spyder_kernels](https://pypi.org/project/spyder_kernels) | 2.5.1 | Jupyter kernels for Spyder's console [sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.28 | Database Abstraction Library [sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.13.1 | 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) | 3.36 | CLI tool and Python library for manipulating SQLite databases [sqlparse](https://pypi.org/project/sqlparse) | 0.4.3 | A non-validating SQL parser. [sspyrs](https://pypi.org/project/sspyrs) | 0.3 | Lightweight interface for SSRS reports to python [stack_data](https://pypi.org/project/stack_data) | 0.6.1 | Extract data from python stack frames and tracebacks for informative displays [starlette](https://pypi.org/project/starlette) | 0.35.1 | The little ASGI library that shines. [statsmodels](https://pypi.org/project/statsmodels) | 0.14.2 | Statistical computations and models for Python [streamlit](https://pypi.org/project/streamlit) | 1.32.2 | A faster way to build and share data apps [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) | 1.3.4 | A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner [sympy](https://pypi.org/project/sympy) | 1.12 | Computer algebra system (CAS) in 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 [terminado](https://pypi.org/project/terminado) | 0.17.0 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library. [text_unidecode](https://pypi.org/project/text_unidecode) | 1.3 | The most basic Text::Unidecode port [textdistance](https://pypi.org/project/textdistance) | 4.5.0 | Compute distance between the two texts. [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) | 2023.7.18 | Read and write TIFF files [tinycss2](https://pypi.org/project/tinycss2) | 1.1.1 | A tiny CSS parser [tokenizers](https://pypi.org/project/tokenizers) | 0.15.1 | Fast and Customizable Tokenizers [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) | 0.12.3 | Style preserving TOML library [toolz](https://pypi.org/project/toolz) | 0.12.0 | List processing tools and functional utilities [torch](https://pypi.org/project/torch) | 2.2.2 | Tensors and Dynamic neural networks in Python with strong GPU acceleration [torchaudio](https://pypi.org/project/torchaudio) | 2.2.2 | An audio package for PyTorch [torchmetrics](https://pypi.org/project/torchmetrics) | 1.3.2 | PyTorch native Metrics [torchvision](https://pypi.org/project/torchvision) | 0.17.2 | image and video datasets and models for torch deep learning [tornado](https://pypi.org/project/tornado) | 6.4 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. [tqdm](https://pypi.org/project/tqdm) | 4.66.4 | Fast, Extensible Progress Meter [traitlets](https://pypi.org/project/traitlets) | 5.14.1 | Traitlets Python configuration system [traittypes](https://pypi.org/project/traittypes) | 0.2.1 | Scipy trait types [transformers](https://pypi.org/project/transformers) | 4.38.2 | State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow [trio](https://pypi.org/project/trio) | 0.25.0 | A friendly Python library for async concurrency and I/O [trove_classifiers](https://pypi.org/project/trove_classifiers) | 2023.2.20 | Canonical source for classifiers on PyPI (pypi.org). [twine](https://pypi.org/project/twine) | 4.0.1 | Collection of utilities for publishing packages on PyPI [typeguard](https://pypi.org/project/typeguard) | 2.13.3 | Run-time type checker for Python [typing_extensions](https://pypi.org/project/typing_extensions) | 4.9.0 | Backported and Experimental Type Hints for Python 3.8+ [typing_inspect](https://pypi.org/project/typing_inspect) | 0.8.0 | Runtime inspection utilities for typing module. [tzdata](https://pypi.org/project/tzdata) | 2022.7 | Provider of IANA time zone data [tzlocal](https://pypi.org/project/tzlocal) | 4.2 | tzinfo object for the local timezone [uc_micro_py](https://pypi.org/project/uc_micro_py) | 1.0.1 | Micro subset of unicode data files for linkify-it-py projects. [ujson](https://pypi.org/project/ujson) | 5.8.0 | 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) | 3.1.7 | Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives [uri_template](https://pypi.org/project/uri_template) | 1.2.0 | RFC 6570 URI Template Processor [urllib3](https://pypi.org/project/urllib3) | 2.0.3 | HTTP library with thread-safe connection pooling, file post, and more. [userpath](https://pypi.org/project/userpath) | 1.8.0 | Cross-platform tool for adding locations to the user PATH [uvicorn](https://pypi.org/project/uvicorn) | 0.26.0 | The lightning-fast ASGI server. [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) | 20.23.0 | Virtual Python Environment builder [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 | Python extension to run WebAssembly binaries [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) | 2.2.0 | Filesystem events monitoring [wcwidth](https://pypi.org/project/wcwidth) | 0.2.9 | Measures the displayed width of unicode strings in a terminal [webcolors](https://pypi.org/project/webcolors) | 1.12 | A library for working with color names and color values formats defined by HTML and CSS. [webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content [websocket_client](https://pypi.org/project/websocket_client) | 1.6.4 | WebSocket client for Python with low level API options [websockets](https://pypi.org/project/websockets) | 12.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692) [werkzeug](https://pypi.org/project/werkzeug) | 3.0.1 | 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) | 0.43.0 | A built-package format for Python [widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.10 | Jupyter interactive widgets for Jupyter Notebook [winpython](http://winpython.github.io/) | 8.0.20240501 | WinPython distribution tools, including WPPM [wordcloud](https://pypi.org/project/wordcloud) | 1.9.3 | 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) | 2024.2.0 | N-D labeled arrays and datasets in Python [xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.1.9 | 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) | 2023.10.1 | Source of XYZ tiles providers [yapf](https://pypi.org/project/yapf) | 0.40.1 | A formatter for Python code. [yarl](https://pypi.org/project/yarl) | 1.7.2 | Yet another URL library [yt_dlp](https://pypi.org/project/yt_dlp) | 2023.7.6 | A youtube-dl fork with additional features and patches [zarr](https://pypi.org/project/zarr) | 2.16.1 | An implementation of chunked, compressed, N-dimensional arrays for Python [zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools [zipp](https://pypi.org/project/zipp) | 3.17.0 | Backport of pathlib-compatible object wrapper for zip files [zstandard](https://pypi.org/project/zstandard) | 0.22.0 | Zstandard bindings for Python

History of changes for WinPython-64bit 3.12.3.1

The following changes were made to WinPython-64bit distribution since version 3.12.3.0.

### Python packages New packages: * [adbc_driver_manager](https://pypi.org/project/adbc_driver_manager) 0.11.0 (A generic entrypoint for ADBC drivers.) * [cartopy](https://pypi.org/project/cartopy) 0.23.0 (A Python library for cartographic visualizations with Matplotlib) * [dask_expr](https://pypi.org/project/dask_expr) 1.0.5 (High Level Expressions for Dask ) * [pyshp](https://pypi.org/project/pyshp) 2.3.1 (Pure Python read/write support for ESRI Shapefile format) Upgraded packages: * [accelerate](https://pypi.org/project/accelerate) 0.23.0 → 0.28.0 (Accelerate) * [alabaster](https://pypi.org/project/alabaster) 0.7.13 → 0.7.16 (A light, configurable Sphinx theme) * [alembic](https://pypi.org/project/alembic) 1.12.1 → 1.13.1 (A database migration tool for SQLAlchemy.) * [altair](https://pypi.org/project/altair) 5.2.0 → 5.3.0 (Vega-Altair: A declarative statistical visualization library for Python.) * [anywidget](https://pypi.org/project/anywidget) 0.7.1 → 0.9.3 (custom jupyter widgets made easy) * [array_api_compat](https://pypi.org/project/array_api_compat) 1.4.1 → 1.6 (A wrapper around NumPy and other array libraries to make them compatible with the Array API standard) * [asgiref](https://pypi.org/project/asgiref) 3.7.2 → 3.8.1 (ASGI specs, helper code, and adapters) * [azure_core](https://pypi.org/project/azure_core) 1.29.5 → 1.30.1 (Microsoft Azure Core Library for Python) * [azure_cosmos](https://pypi.org/project/azure_cosmos) 4.5.1 → 4.6.0 (Microsoft Azure Cosmos Client Library for Python) * [azure_identity](https://pypi.org/project/azure_identity) 1.15.0 → 1.16.0 (Microsoft Azure Identity Library for Python) * [black](https://pypi.org/project/black) 24.2.0 → 24.4.2 (The uncompromising code formatter.) * [bokeh](https://pypi.org/project/bokeh) 3.4.0 → 3.4.1 (Interactive plots and applications in the browser from Python) * [contourpy](https://pypi.org/project/contourpy) 1.2.0 → 1.2.1 (Python library for calculating contours of 2D quadrilateral grids) * [dash](https://pypi.org/project/dash) 2.14.1 → 2.16.1 (A Python framework for building reactive web-apps. Developed by Plotly.) * [dask](https://pypi.org/project/dask) 2023.10.1 → 2024.3.1 (Parallel PyData with Task Scheduling) * [dataclasses_json](https://pypi.org/project/dataclasses_json) 0.5.7 → 0.6.4 (Easily serialize dataclasses to and from JSON.) * [datasette](https://pypi.org/project/datasette) 0.64.5 → 0.64.6 (An open source multi-tool for exploring and publishing data) * [datashader](https://pypi.org/project/datashader) 0.16.0 → 0.16.1 (Data visualization toolchain based on aggregating into a grid) * [distributed](https://pypi.org/project/distributed) 2023.10.1 → 2024.3.1 (Distributed scheduler for Dask) * [django](https://pypi.org/project/django) 4.2.5 → 5.0.3 (A high-level Python web framework that encourages rapid development and clean, pragmatic design.) * [duckdb](https://pypi.org/project/duckdb) 0.10.1 → 0.10.2 (DuckDB in-process database) * [fonttools](https://pypi.org/project/fonttools) 4.44.0 → 4.50.0 (Tools to manipulate font files) * [fsspec](https://pypi.org/project/fsspec) 2023.9.2 → 2024.3.1 (File-system specification) * [hypercorn](https://pypi.org/project/hypercorn) 0.14.4 → 0.16.0 (A ASGI Server based on Hyper libraries and inspired by Gunicorn) * [hypothesis](https://pypi.org/project/hypothesis) 6.87.1 → 6.99.13 (A library for property-based testing) * [imageio](https://pypi.org/project/imageio) 2.31.1 → 2.33.1 (Library for reading and writing a wide range of image, video, scientific, and volumetric data formats.) * [isort](https://pypi.org/project/isort) 5.12.0 → 5.13.2 (A Python utility / library to sort Python imports.) * [jsonschema_specifications](https://pypi.org/project/jsonschema_specifications) 2023.7.1 → 2023.12.1 (The JSON Schema meta-schemas and vocabularies, exposed as a Registry) * [jupyter_lsp](https://pypi.org/project/jupyter_lsp) 2.2.0 → 2.2.4 (Multi-Language Server WebSocket proxy for Jupyter Notebook/Lab server) * [keyring](https://pypi.org/project/keyring) 24.2.0 → 24.3.1 (Store and access your passwords safely.) * [lazy_loader](https://pypi.org/project/lazy_loader) 0.3 → 0.4 (Makes it easy to load subpackages and functions on demand.) * [marshmallow](https://pypi.org/project/marshmallow) 3.12.1 → 3.20.2 (A lightweight library for converting complex datatypes to and from native Python datatypes.) * [ml_dtypes](https://pypi.org/project/ml_dtypes) 0.3.2 → 0.4.0 (stand-alone implementation of several NumPy dtype extensions used in machine learning libraries) * [more_itertools](https://pypi.org/project/more_itertools) 9.0.0 → 10.2.0 (More routines for operating on iterables, beyond itertools) * [nest_asyncio](https://pypi.org/project/nest_asyncio) 1.5.6 → 1.6.0 (Patch asyncio to allow nested event loops) * [networkx](https://pypi.org/project/networkx) 3.2.1 → 3.3 (Python package for creating and manipulating graphs and networks) * [numexpr](https://pypi.org/project/numexpr) 2.8.7 → 2.10.0 (Fast numerical expression evaluator for NumPy) * [numpydoc](https://pypi.org/project/numpydoc) 1.3 → 1.6.0 (Sphinx extension to support docstrings in Numpy format) * [pandas](https://pypi.org/project/pandas) 2.2.1 → 2.2.2 (Powerful data structures for data analysis, time series, and statistics) * [pillow](https://pypi.org/project/pillow) 10.2.0 → 10.3.0 (Python Imaging Library (Fork)) * [pint](https://pypi.org/project/pint) 0.19.2 → 0.23 (Physical quantities module) * [polars](https://pypi.org/project/polars) 0.20.17 → 0.20.25 (Blazingly fast DataFrame library) * [pyarrow](https://pypi.org/project/pyarrow) 14.0.1 → 16.0.0 (Python library for Apache Arrow) * [referencing](https://pypi.org/project/referencing) 0.30.2 → 0.31.1 (JSON Referencing + Python) * [scikit_image](https://pypi.org/project/scikit_image) 0.22.0 → 0.23.2 (Image processing in Python) * [scikit_learn](https://pypi.org/project/scikit_learn) 1.4.1.post1 → 1.4.2 (A set of python modules for machine learning and data mining) * [scipy](https://pypi.org/project/scipy) 1.12.0 → 1.13.0 (Fundamental algorithms for scientific computing in Python) * [shapely](https://pypi.org/project/shapely) 2.0.1 → 2.0.4 (Manipulation and analysis of geometric objects) * [sqlite_bro](https://pypi.org/project/sqlite_bro) 0.12.2 → 0.13.1 (a graphic SQLite Client in 1 Python file) * [statsmodels](https://pypi.org/project/statsmodels) 0.14.1 → 0.14.2 (Statistical computations and models for Python) * [tqdm](https://pypi.org/project/tqdm) 4.65.0 → 4.66.4 (Fast, Extensible Progress Meter) * [winpython](http://winpython.github.io/) 7.5.20240410 → 8.0.20240501 (WinPython distribution tools, including WPPM) Removed packages: * [ansi2html](https://pypi.org/project/ansi2html) 1.9.1 (Convert text with ANSI color codes to HTML or to LaTeX) * [lz4](https://pypi.org/project/lz4) 4.3.3 (LZ4 Bindings for Python) * [marshmallow_enum](https://pypi.org/project/marshmallow_enum) 1.5.1 (Enum field for Marshmallow)
stonebig commented 2 weeks ago

WinPython 2024-03 b2 (2024-05-12: Free-treading complement)

Changes from WinPython 2024-03 b2 :

Areas of particular interest for testers:

Next build:

binary at:

WinPython 3.13.0.0free

The following packages are included in WinPython-64bit v3.13.0.0free b1.

### Tools Name | Version | Description -----|---------|------------ ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.13.0 | Python programming language with standard library [build](https://pypi.org/project/build) | 1.1.1 | A simple, correct Python build frontend [colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text. [iniconfig](https://pypi.org/project/iniconfig) | 2.0.0 | brain-dead simple config-ini parsing [packaging](https://pypi.org/project/packaging) | 23.2 | Core utilities for Python packages [pip](https://pypi.org/project/pip) | 24.0 | The PyPA recommended tool for installing Python packages. [pluggy](https://pypi.org/project/pluggy) | 1.5.0 | plugin and hook calling mechanisms for python [pyproject_hooks](https://pypi.org/project/pyproject_hooks) | 1.0.0 | Wrappers to call pyproject.toml-based build backend hooks. [pytest](https://pypi.org/project/pytest) | 8.2.0 | pytest: simple powerful testing with Python [setuptools](https://pypi.org/project/setuptools) | 69.2.0 | Easily download, build, install, upgrade, and uninstall Python packages [sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.13.1 | a graphic SQLite Client in 1 Python file [wheel](https://pypi.org/project/wheel) | 0.43.0 | A built-package format for Python [winpython](http://winpython.github.io/) | 8.0.20240512 | WinPython distribution tools, including WPPM
stonebig commented 2 weeks ago

Free-threading doesn't include yet the weak reference counting, so current interest is to fix crashes, via your crash reports up to cpython.

progress since b1 on free_threading:

stonebig commented 1 week ago

WinPython 2024-03 b3 (2024-05-20: Jupyterlab-4.2, interpreters_pep_734)

Changes from WinPython 2024-03 b2 :

Areas of particular interest for testers:

Next build:

binary at:

WinPython 3.12.3.1

The following packages are included in WinPython-64bit v3.12.3.1 b3.

### Tools Name | Version | Description -----|---------|------------ [Nodejs](https://nodejs.org) | v20.12.2 | a JavaScript runtime built on Chrome's V8 JavaScript engine [npmjs](https://www.npmjs.com/) | 10.5.0 | a package manager for JavaScript [Pandoc](https://pandoc.org/) | 3.1.9 | a universal document converter ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.12.3 | Python programming language with standard library [about_time](https://pypi.org/project/about_time) | 4.2.1 | Easily measure timing and throughput of code blocks, with beautiful human friendly representations. [absl_py](https://pypi.org/project/absl_py) | 2.0.0 | Abseil Python Common Libraries, see https://github.com/abseil/abseil-py. [accelerate](https://pypi.org/project/accelerate) | 0.28.0 | Accelerate [adbc_driver_manager](https://pypi.org/project/adbc_driver_manager) | 0.11.0 | A generic entrypoint for ADBC drivers. [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) | 23.2.1 | File support for asyncio. [aiohttp](https://pypi.org/project/aiohttp) | 3.9.3 | Async http client/server framework (asyncio) [aiosignal](https://pypi.org/project/aiosignal) | 1.3.1 | aiosignal: a list of registered asynchronous callbacks [aiosqlite](https://pypi.org/project/aiosqlite) | 0.20.0 | asyncio bridge to the standard sqlite3 module [alabaster](https://pypi.org/project/alabaster) | 0.7.16 | A light, configurable Sphinx theme [alembic](https://pypi.org/project/alembic) | 1.13.1 | A database migration tool for SQLAlchemy. [alive_progress](https://pypi.org/project/alive_progress) | 3.1.5 | A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations! [altair](https://pypi.org/project/altair) | 5.3.0 | Vega-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. [aniso8601](https://pypi.org/project/aniso8601) | 9.0.1 | A library for parsing ISO 8601 strings. [annotated_types](https://pypi.org/project/annotated_types) | 0.6.0 | Reusable constraint types to use with typing.Annotated [anyio](https://pypi.org/project/anyio) | 4.3.0 | High level compatibility layer for multiple asynchronous event loop implementations [anywidget](https://pypi.org/project/anywidget) | 0.9.3 | custom jupyter widgets made easy [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) | 23.1.0 | Argon2 for Python [argon2_cffi_bindings](https://pypi.org/project/argon2_cffi_bindings) | 21.2.0 | Low-level CFFI bindings for Argon2 [array_api_compat](https://pypi.org/project/array_api_compat) | 1.6 | A wrapper around NumPy and other array libraries to make them compatible with the Array API standard [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) | 3.8.1 | ASGI specs, helper code, and adapters [asn1crypto](https://pypi.org/project/asn1crypto) | 1.5.1 | 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) | 0.9.31 | Safe, minimalistic evaluator of python expression using ast module [astroid](https://pypi.org/project/astroid) | 3.1.0 | An abstract syntax tree for Python with inference support. [astropy](https://pypi.org/project/astropy) | 5.3.4 | Astronomy and astrophysics core library [asttokens](https://pypi.org/project/asttokens) | 2.4.1 | Annotate AST trees with source code positions [async_lru](https://pypi.org/project/async_lru) | 2.0.4 | Simple LRU cache for asyncio [async_timeout](https://pypi.org/project/async_timeout) | 4.0.3 | Timeout context manager for asyncio programs [atomicwrites](https://pypi.org/project/atomicwrites) | 1.4.0 | Atomic file writes. [attrs](https://pypi.org/project/attrs) | 23.2.0 | Classes Without Boilerplate [autograd](https://pypi.org/project/autograd) | 1.6.2 | Efficiently computes derivatives of numpy code. [autopep8](https://pypi.org/project/autopep8) | 2.0.4 | A tool that automatically formats Python code to conform to the PEP 8 style guide [azure_core](https://pypi.org/project/azure_core) | 1.30.1 | Microsoft Azure Core Library for Python [azure_cosmos](https://pypi.org/project/azure_cosmos) | 4.6.0 | Microsoft Azure Cosmos Client Library for Python [azure_identity](https://pypi.org/project/azure_identity) | 1.16.0 | Microsoft Azure Identity Library for Python [babel](https://pypi.org/project/babel) | 2.13.1 | Internationalization utilities [baresql](https://pypi.org/project/baresql) | 0.8.0 | playing SQL directly on Python datas [bcrypt](https://pypi.org/project/bcrypt) | 4.0.1 | Modern password hashing for your software and your servers [beautifulsoup4](https://pypi.org/project/beautifulsoup4) | 4.12.2 | 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) | 24.4.2 | The uncompromising code formatter. [bleach](https://pypi.org/project/bleach) | 6.0.0 | An easy safelist-based HTML-sanitizing tool. [blinker](https://pypi.org/project/blinker) | 1.7.0 | Fast, simple object-to-object and broadcast signaling [bokeh](https://pypi.org/project/bokeh) | 3.4.1 | Interactive plots and applications in the browser from Python [botorch](https://pypi.org/project/botorch) | 0.9.5 | Bayesian Optimization in PyTorch [branca](https://pypi.org/project/branca) | 0.6.0 | 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) | 1.1.0 | Python bindings for the Brotli compression library [build](https://pypi.org/project/build) | 1.2.1 | A simple, correct Python build frontend [cachelib](https://pypi.org/project/cachelib) | 0.10.2 | A collection of cache libraries in the same API interface. [cachetools](https://pypi.org/project/cachetools) | 5.3.1 | Extensible memoizing collections and decorators [cartopy](https://pypi.org/project/cartopy) | 0.23.0 | A Python library for cartographic visualizations with Matplotlib [certifi](https://pypi.org/project/certifi) | 2023.11.17 | Python package for providing Mozilla's CA Bundle. [cffi](https://pypi.org/project/cffi) | 1.16.0 | Foreign Function Interface for Python calling C code. [cftime](https://pypi.org/project/cftime) | 1.6.3 | Time-handling functionality from netcdf4-python [chardet](https://pypi.org/project/chardet) | 5.2.0 | Universal encoding detector for Python 3 [charset_normalizer](https://pypi.org/project/charset_normalizer) | 3.2.0 | The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet. [clarabel](https://pypi.org/project/clarabel) | 0.7.1 | Clarabel Conic Interior Point Solver for Rust / Python [click](https://pypi.org/project/click) | 8.1.7 | Composable command line interface toolkit [click_default_group](https://pypi.org/project/click_default_group) | 1.2.4 | click_default_group [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) | 3.0.0 | Pickler class to extend the standard pickle.Pickler functionality [clr_loader](https://pypi.org/project/clr_loader) | 0.2.6 | Generic pure Python loader for .NET runtimes [clrmagic](https://pypi.org/project/clrmagic) | 0.0.1a2 | IPython cell magic to use .NET languages [cma](https://pypi.org/project/cma) | 3.2.2 | CMA-ES, Covariance Matrix Adaptation Evolution Strategy for non-linear numerical optimization in Python [colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text. [colorcet](https://pypi.org/project/colorcet) | 3.0.1 | Collection of perceptually uniform colormaps [colorlog](https://pypi.org/project/colorlog) | 6.8.2 | Add colours to the output of Python's logging module. [comm](https://pypi.org/project/comm) | 0.1.4 | Jupyter Python Comm implementation, for usage in ipykernel, xeus-python etc. [contourpy](https://pypi.org/project/contourpy) | 1.2.1 | Python library for calculating contours of 2D quadrilateral grids [cookiecutter](https://pypi.org/project/cookiecutter) | 2.3.0 | 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) | 7.3.2 | Code coverage measurement for Python [cryptography](https://pypi.org/project/cryptography) | 41.0.5 | cryptography is a package which provides cryptographic recipes and primitives to Python developers. [cvxopt](https://pypi.org/project/cvxopt) | 1.3.2 | Convex optimization package [cvxpy](https://pypi.org/project/cvxpy) | 1.5.0 | A domain-specific language for modeling convex optimization problems in Python. [cycler](https://pypi.org/project/cycler) | 0.12.1 | Composable style cycles [cython](https://pypi.org/project/cython) | 3.0.10 | The Cython compiler for writing C extensions in the Python language. [cytoolz](https://pypi.org/project/cytoolz) | 0.12.3 | Cython implementation of Toolz: High performance functional utilities [dash](https://pypi.org/project/dash) | 2.16.1 | 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) | 2024.3.1 | Parallel PyData with Task Scheduling [dask_expr](https://pypi.org/project/dask_expr) | 1.0.5 | High Level Expressions for Dask [dask_image](https://pypi.org/project/dask_image) | 2023.8.1 | Distributed image processing [dataclasses_json](https://pypi.org/project/dataclasses_json) | 0.6.4 | Easily serialize dataclasses to and from JSON. [datasette](https://pypi.org/project/datasette) | 0.64.6 | An open source multi-tool for exploring and publishing data [datasette_graphql](https://pypi.org/project/datasette_graphql) | 2.2 | Datasette plugin providing an automatic GraphQL API for your SQLite databases [datashader](https://pypi.org/project/datashader) | 0.16.1 | Data visualization toolchain based on aggregating into a grid [db_py](https://pypi.org/project/db_py) | 0.5.4b1 | a db package that doesn't suck [deap](https://pypi.org/project/deap) | 1.4.1 | Distributed Evolutionary Algorithms in Python [debugpy](https://pypi.org/project/debugpy) | 1.8.0 | 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) | 0.3.7 | serialize all of Python [dirty_cat](https://pypi.org/project/dirty_cat) | 0.4.1 | Machine learning with dirty categories. [distlib](https://pypi.org/project/distlib) | 0.3.6 | Distribution utilities [distributed](https://pypi.org/project/distributed) | 2024.3.1 | Distributed scheduler for Dask [distro](https://pypi.org/project/distro) | 1.8.0 | Distro - an OS platform information API [django](https://pypi.org/project/django) | 5.0.3 | A high-level Python web framework that encourages rapid development and clean, pragmatic design. [dnspython](https://pypi.org/project/dnspython) | 2.4.2 | DNS toolkit [docopt](https://pypi.org/project/docopt) | 0.6.2 | Pythonic argument parser, that will make you smile [docstring_to_markdown](https://pypi.org/project/docstring_to_markdown) | 0.13 | On the fly conversion of Python docstrings to markdown [docutils](https://pypi.org/project/docutils) | 0.20.1 | Docutils -- Python Documentation Utilities [duckdb](https://pypi.org/project/duckdb) | 0.10.2 | DuckDB in-process database [ecos](https://pypi.org/project/ecos) | 2.0.13 | This is the Python package for ECOS: Embedded Cone Solver. See Github page for more information. [editables](https://pypi.org/project/editables) | 0.3 | Editable installations [emcee](https://pypi.org/project/emcee) | 3.1.4 | 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) | 2.0.1 | Get the currently executing AST node of a frame, and other information [fast_histogram](https://pypi.org/project/fast_histogram) | 0.12 | Fast simple 1D and 2D histograms [fastapi](https://pypi.org/project/fastapi) | 0.109.1 | FastAPI framework, high performance, easy to learn, fast to code, ready for production [fasteners](https://pypi.org/project/fasteners) | 0.18 | A python package that provides useful locks [fastjsonschema](https://pypi.org/project/fastjsonschema) | 2.18.0 | Fastest Python implementation of JSON schema [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) | 3.12.4 | 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) | 1.9.5 | Fiona reads and writes spatial data files [flake8](https://pypi.org/project/flake8) | 7.0.0 | the modular source code checker: pep8 pyflakes and co [flask](https://pypi.org/project/flask) | 3.0.2 | A simple framework for building complex web applications. [flask_mail](https://pypi.org/project/flask_mail) | 0.9.1 | Flask extension for sending email [flask_session](https://pypi.org/project/flask_session) | 0.5.0 | Server-side session support for Flask [flask_sqlalchemy](https://pypi.org/project/flask_sqlalchemy) | 3.0.5 | Add SQLAlchemy support to your Flask application. [flit](https://pypi.org/project/flit) | 3.9.0 | A simple packaging tool for simple packages. [flit_core](https://pypi.org/project/flit_core) | 3.9.0 | Distribution-building parts of Flit. See flit package for more information [folium](https://pypi.org/project/folium) | 0.14.0 | Make beautiful maps with Leaflet.js & Python [fonttools](https://pypi.org/project/fonttools) | 4.50.0 | 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 [fqdn](https://pypi.org/project/fqdn) | 1.5.1 | Validates fully-qualified domain names against RFC 1123, so that they are acceptable to modern bowsers [frozenlist](https://pypi.org/project/frozenlist) | 1.4.1 | A list-like structure which implements collections.abc.MutableSequence [fsspec](https://pypi.org/project/fsspec) | 2024.3.1 | 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) | 3.7.3 | GDAL: Geospatial Data Abstraction Library [geographiclib](https://pypi.org/project/geographiclib) | 2.0 | The geodesic routines from GeographicLib [geopandas](https://pypi.org/project/geopandas) | 0.14.0 | Geographic pandas extensions [geopy](https://pypi.org/project/geopy) | 2.4.0 | Python Geocoding Toolbox [gitdb](https://pypi.org/project/gitdb) | 4.0.10 | Git Object Database [gitpython](https://pypi.org/project/gitpython) | 3.1.32 | GitPython is a Python library used to interact with Git repositories [gpytorch](https://pypi.org/project/gpytorch) | 1.11 | An implementation of Gaussian Processes in Pytorch [grapheme](https://pypi.org/project/grapheme) | 0.6.0 | Unicode grapheme helpers [graphene](https://pypi.org/project/graphene) | 3.3 | 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 [greenlet](https://pypi.org/project/greenlet) | 3.0.3 | Lightweight in-process concurrent programming [guidata](https://pypi.org/project/guidata) | 3.4.1 | Automatic GUI generation for easy dataset editing and display [h11](https://pypi.org/project/h11) | 0.14.0 | 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) | 3.10.0 | Read and write HDF5 files from Python [hatchling](https://pypi.org/project/hatchling) | 1.21.1 | Modern, extensible Python build backend [highspy](https://pypi.org/project/highspy) | 1.7.1.dev1 | A thin set of pybind11 wrappers to HiGHS [holoviews](https://pypi.org/project/holoviews) | 1.18.3 | 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) | 1.0.5 | A minimal low-level HTTP client. [httpie](https://pypi.org/project/httpie) | 3.2.2 | HTTPie: modern, user-friendly command-line HTTP client for the API era. [httpx](https://pypi.org/project/httpx) | 0.27.0 | The next generation HTTP client. [huggingface_hub](https://pypi.org/project/huggingface_hub) | 0.21.4 | Client library to download and publish models, datasets and other repos on the huggingface.co hub [hupper](https://pypi.org/project/hupper) | 1.12 | Integrated process monitor for developing and reloading daemons. [hvplot](https://pypi.org/project/hvplot) | 0.9.2 | A high-level plotting API for the PyData ecosystem built on HoloViews. [hypercorn](https://pypi.org/project/hypercorn) | 0.16.0 | 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) | 6.99.13 | A library for property-based testing [idna](https://pypi.org/project/idna) | 3.4 | Internationalized Domain Names in Applications (IDNA) [imageio](https://pypi.org/project/imageio) | 2.33.1 | Library for reading and writing a wide range of image, video, scientific, and volumetric data formats. [imageio_ffmpeg](https://pypi.org/project/imageio_ffmpeg) | 0.4.8 | 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) | 0.12.2 | Toolbox for imbalanced dataset in machine learning. [importlib_metadata](https://pypi.org/project/importlib_metadata) | 6.8.0 | 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) | 2.0.0 | brain-dead simple config-ini parsing [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) | 6.29.4 | IPython Kernel for Jupyter [ipyleaflet](https://pypi.org/project/ipyleaflet) | 0.18.2 | A Jupyter widget for dynamic Leaflet maps [ipympl](https://pypi.org/project/ipympl) | 0.9.3 | Matplotlib Jupyter Extension [ipython](https://pypi.org/project/ipython) | 8.24.0 | 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) | 0.5.0 | RDBMS access via IPython [ipywidgets](https://pypi.org/project/ipywidgets) | 8.1.2 | Jupyter interactive widgets [isoduration](https://pypi.org/project/isoduration) | 20.11.0 | Operations with ISO 8601 durations [isort](https://pypi.org/project/isort) | 5.13.2 | A Python utility / library to sort Python imports. [itsdangerous](https://pypi.org/project/itsdangerous) | 2.1.2 | Safely 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 [jaraco_classes](https://pypi.org/project/jaraco_classes) | 3.3.0 | Utility functions for Python class constructs [jaxtyping](https://pypi.org/project/jaxtyping) | 0.2.22 | Type annotations and runtime checking for shape and dtype of JAX arrays, and PyTrees. [jedi](https://pypi.org/project/jedi) | 0.19.1 | An autocompletion tool for Python that can be used for text editors. [jellyfish](https://pypi.org/project/jellyfish) | 1.0.3 | Approximate and phonetic matching of strings. [jinja2](https://pypi.org/project/jinja2) | 3.1.2 | A very fast and expressive template engine. [joblib](https://pypi.org/project/joblib) | 1.3.2 | Lightweight pipelining with Python functions [json5](https://pypi.org/project/json5) | 0.9.14 | A Python implementation of the JSON5 data format. [jsonpatch](https://pypi.org/project/jsonpatch) | 1.33 | Apply JSON-Patches (RFC 6902) [jsonpointer](https://pypi.org/project/jsonpointer) | 2.4 | Identify specific nodes in a JSON document (RFC 6901) [jsonschema](https://pypi.org/project/jsonschema) | 4.19.2 | An implementation of JSON Schema validation for Python [jsonschema_specifications](https://pypi.org/project/jsonschema_specifications) | 2023.12.1 | The JSON Schema meta-schemas and vocabularies, exposed as a Registry [julia](https://pypi.org/project/julia) | 0.6.2 | 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) | 3.0.7 | A Jupyter extension for rendering Bokeh content. [jupyter_client](https://pypi.org/project/jupyter_client) | 8.6.0 | Jupyter protocol implementation and client libraries [jupyter_console](https://pypi.org/project/jupyter_console) | 6.6.3 | Jupyter terminal console [jupyter_core](https://pypi.org/project/jupyter_core) | 5.5.0 | Jupyter core package. A base package on which Jupyter projects rely. [jupyter_events](https://pypi.org/project/jupyter_events) | 0.9.0 | Jupyter Event System library [jupyter_lsp](https://pypi.org/project/jupyter_lsp) | 2.2.4 | 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) | 2.12.5 | The backend—i.e. core services, APIs, and REST endpoints—to Jupyter web applications. [jupyter_server_mathjax](https://pypi.org/project/jupyter_server_mathjax) | 0.2.6 | MathJax resources as a Jupyter Server Extension. [jupyter_server_terminals](https://pypi.org/project/jupyter_server_terminals) | 0.4.4 | A Jupyter Server Extension Providing Terminals. [jupyter_sphinx](https://pypi.org/project/jupyter_sphinx) | 0.4.0 | Jupyter Sphinx Extensions [jupyterlab](https://pypi.org/project/jupyterlab) | 4.2.0 | JupyterLab computational environment [jupyterlab_pygments](https://pypi.org/project/jupyterlab_pygments) | 0.2.2 | Pygments theme using JupyterLab CSS variables [jupyterlab_server](https://pypi.org/project/jupyterlab_server) | 2.27.1 | A set of server components for JupyterLab and JupyterLab like applications. [jupyterlab_widgets](https://pypi.org/project/jupyterlab_widgets) | 3.0.10 | Jupyter interactive widgets for JupyterLab [keras](https://pypi.org/project/keras) | 3.1.1 | Multi-backend Keras. [keyring](https://pypi.org/project/keyring) | 24.3.1 | Store and access your passwords safely. [kiwisolver](https://pypi.org/project/kiwisolver) | 1.4.5 | A fast implementation of the Cassowary constraint solver [kornia](https://pypi.org/project/kornia) | 0.7.1 | Open Source Differentiable Computer Vision Library for PyTorch [langchain](https://pypi.org/project/langchain) | 0.1.13 | Building applications with LLMs through composability [langchain_community](https://pypi.org/project/langchain_community) | 0.0.29 | Community contributed LangChain integrations. [langchain_core](https://pypi.org/project/langchain_core) | 0.1.35 | Building applications with LLMs through composability [langchain_text_splitters](https://pypi.org/project/langchain_text_splitters) | 0.0.1 | LangChain text splitting utilities [langsmith](https://pypi.org/project/langsmith) | 0.1.33 | Client library to connect to the LangSmith LLM Tracing and Evaluation Platform. [lazy_loader](https://pypi.org/project/lazy_loader) | 0.4 | Makes it easy to load subpackages and functions on demand. [lightning](https://pypi.org/project/lightning) | 2.2.1 | The Deep Learning framework to train, deploy, and ship AI products Lightning fast. [lightning_utilities](https://pypi.org/project/lightning_utilities) | 0.10.0 | PyTorch Lightning Sample project. [linear_operator](https://pypi.org/project/linear_operator) | 0.5.1 | A linear operator implementation, primarily designed for finite-dimensional positive definite operators (i.e. kernel matrices). [linkify_it_py](https://pypi.org/project/linkify_it_py) | 2.0.2 | Links recognition library with FULL unicode support. [llvmlite](https://pypi.org/project/llvmlite) | 0.42.0 | 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 on Linux and Windows [loky](https://pypi.org/project/loky) | 3.4.0 | A robust implementation of concurrent.futures.ProcessPoolExecutor [lxml](https://pypi.org/project/lxml) | 5.1.0 | Powerful and Pythonic XML processing library combining libxml2/libxslt with the ElementTree API. [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) | 3.5.1 | Python implementation of John Gruber's Markdown. [markdown_it_py](https://pypi.org/project/markdown_it_py) | 2.2.0 | Python port of markdown-it. Markdown parsing, done right! [markupsafe](https://pypi.org/project/markupsafe) | 2.1.1 | Safely add untrusted strings to HTML/XML markup. [marshmallow](https://pypi.org/project/marshmallow) | 3.20.2 | A lightweight library for converting complex datatypes to and from native Python datatypes. [matplotlib](https://pypi.org/project/matplotlib) | 3.8.3 | 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) | 1.5.1 | 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) | 0.7.0 | McCabe checker, plugin for flake8 [mdit_py_plugins](https://pypi.org/project/mdit_py_plugins) | 0.3.5 | Collection of plugins for markdown-it-py [mdurl](https://pypi.org/project/mdurl) | 0.1.2 | Markdown URL utilities [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 🐍. [missingno](https://pypi.org/project/missingno) | 0.5.1 | Missing data visualization module for Python. [mistune](https://pypi.org/project/mistune) | 2.0.5 | A sane Markdown parser with useful plugins and renderers [mizani](https://pypi.org/project/mizani) | 0.9.2 | Scales for Python [ml_dtypes](https://pypi.org/project/ml_dtypes) | 0.4.0 | stand-alone implementation of several NumPy dtype extensions used in machine learning libraries [mlxtend](https://pypi.org/project/mlxtend) | 0.22.0 | Machine Learning Library Extensions [more_itertools](https://pypi.org/project/more_itertools) | 10.2.0 | More routines for operating on iterables, beyond itertools [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 [mpmath](https://pypi.org/project/mpmath) | 1.3.0 | Python library for arbitrary-precision floating-point arithmetic [msal](https://pypi.org/project/msal) | 1.24.1 | The Microsoft Authentication Library (MSAL) for Python library [msal_extensions](https://pypi.org/project/msal_extensions) | 1.0.0 | Microsoft Authentication Library extensions (MSAL EX) provides a persistence API that can save your data on disk, encrypted on Windows, macOS and Linux. Concurrent data access will be coordinated by a file lock mechanism. [msgpack](https://pypi.org/project/msgpack) | 1.0.4 | MessagePack serializer [msvc_runtime](https://pypi.org/project/msvc_runtime) | 14.38.33135 | Install the Microsoft™ Visual C++™ runtime DLLs to the sys.prefix and Scripts directories [multidict](https://pypi.org/project/multidict) | 6.0.5 | multidict implementation [multipledispatch](https://pypi.org/project/multipledispatch) | 1.0.0 | Multiple dispatch [mutagen](https://pypi.org/project/mutagen) | 1.46.0 | read and write audio tags for many formats [mypy](https://pypi.org/project/mypy) | 1.9.0 | Optional static typing for Python [mypy_extensions](https://pypi.org/project/mypy_extensions) | 1.0.0 | Type system extensions for programs checked with the mypy type checker. [mysql_connector_python](https://pypi.org/project/mysql_connector_python) | 8.0.21 | MySQL driver written in Python [namex](https://pypi.org/project/namex) | 0.0.7 | A simple utility to separate the implementation of your Python package and its public API surface. [nbclient](https://pypi.org/project/nbclient) | 0.10.0 | A client library for executing notebooks. Formerly nbconvert's ExecutePreprocessor. [nbconvert](https://pypi.org/project/nbconvert) | 7.16.1 | Converting Jupyter Notebooks (.ipynb files) to other formats. Output formats include asciidoc, html, latex, markdown, pdf, py, rst, script. nbconvert can be used both as a Python library (`import nbconvert`) or as a command line tool (invoked as `jupyter nbconvert ...`). [nbdime](https://pypi.org/project/nbdime) | 4.0.1 | Diff and merge of Jupyter Notebooks [nbformat](https://pypi.org/project/nbformat) | 5.10.3 | 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) | 1.6.0 | Patch asyncio to allow nested event loops [netcdf4](https://pypi.org/project/netcdf4) | 1.6.5 | Provides an object-oriented python interface to the netCDF version 4 library [networkx](https://pypi.org/project/networkx) | 3.3 | Python package for creating and manipulating graphs and networks [nltk](https://pypi.org/project/nltk) | 3.8.1 | Natural Language Toolkit [notebook](https://pypi.org/project/notebook) | 7.2.0 | Jupyter Notebook - A web-based notebook environment for interactive computing [notebook_shim](https://pypi.org/project/notebook_shim) | 0.2.3 | 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) | 0.59.1 | compiling Python code using LLVM [numcodecs](https://pypi.org/project/numcodecs) | 0.12.1 | A Python package providing buffer compression and transformation codecs for use in data storage and communication applications. [numexpr](https://pypi.org/project/numexpr) | 2.10.0 | Fast numerical expression evaluator for NumPy [numpy](https://pypi.org/project/numpy) | 1.26.4 | Fundamental package for array computing in Python [numpydoc](https://pypi.org/project/numpydoc) | 1.6.0 | Sphinx extension to support docstrings in Numpy format [openai](https://pypi.org/project/openai) | 1.14.3 | The official Python library for the openai API [opencv_python](https://pypi.org/project/opencv_python) | 4.9.0.80 | Wrapper package for OpenCV python bindings. [openpyxl](https://pypi.org/project/openpyxl) | 3.1.2 | A Python library to read/write Excel 2010 xlsx/xlsm files [opt_einsum](https://pypi.org/project/opt_einsum) | 3.3.0 | Optimizing numpys einsum function [optree](https://pypi.org/project/optree) | 0.11.0 | Optimized PyTree Utilities. [optuna](https://pypi.org/project/optuna) | 3.6.1 | A hyperparameter optimization framework [orjson](https://pypi.org/project/orjson) | 3.9.15 | Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy [ortools](https://pypi.org/project/ortools) | 9.8.3296 | Google OR-Tools python libraries and modules [outcome](https://pypi.org/project/outcome) | 1.3.0.post0 | Capture the outcome of Python function calls. [overrides](https://pypi.org/project/overrides) | 7.7.0 | A decorator to automatically detect mismatch when overriding a method. [packaging](https://pypi.org/project/packaging) | 23.2 | Core utilities for Python packages [pandas](https://pypi.org/project/pandas) | 2.2.2 | Powerful data structures for data analysis, time series, and statistics [pandocfilters](https://pypi.org/project/pandocfilters) | 1.5.0 | Utilities for writing pandoc filters in python [panel](https://pypi.org/project/panel) | 1.4.1 | The powerful data exploration & web app framework for Python. [papermill](https://pypi.org/project/papermill) | 2.5.1a1 | Parameterize and run Jupyter and nteract Notebooks [param](https://pypi.org/project/param) | 2.1.0 | Make your Python code clearer and more reliable by declaring Parameters. [paramiko](https://pypi.org/project/paramiko) | 2.8.0 | SSH2 protocol library [parso](https://pypi.org/project/parso) | 0.8.4 | A Python Parser [partd](https://pypi.org/project/partd) | 1.4.0 | Appendable key-value storage [pathspec](https://pypi.org/project/pathspec) | 0.11.0 | Utility library for gitignore style pattern matching of file paths. [patsy](https://pypi.org/project/patsy) | 0.5.6 | 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 [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) | 10.3.0 | Python Imaging Library (Fork) [pims](https://pypi.org/project/pims) | 0.6.1 | Python Image Sequence [pint](https://pypi.org/project/pint) | 0.23 | Physical quantities module [pip](https://pypi.org/project/pip) | 24.0 | The PyPA recommended tool for installing Python packages. [pkginfo](https://pypi.org/project/pkginfo) | 1.9.6 | Query metadata from sdists / bdists / installed packages. [platformdirs](https://pypi.org/project/platformdirs) | 3.8.1 | A small Python package for determining appropriate platform-specific dirs, e.g. a "user data dir". [plotly](https://pypi.org/project/plotly) | 5.20.0 | An open-source, interactive data visualization library for Python [plotnine](https://pypi.org/project/plotnine) | 0.12.4 | A Grammar of Graphics for Python [plotpy](https://pypi.org/project/plotpy) | 2.3.0 | Curve and image plotting tools for Python/Qt applications [pluggy](https://pypi.org/project/pluggy) | 1.5.0 | plugin and hook calling mechanisms for python [ply](https://pypi.org/project/ply) | 3.11 | Python Lex & Yacc [pmdarima](https://pypi.org/project/pmdarima) | 2.0.4 | Python's forecast::auto.arima equivalent [polars](https://pypi.org/project/polars) | 0.20.25 | Blazingly fast DataFrame library [portalocker](https://pypi.org/project/portalocker) | 2.7.0 | Wraps the portalocker recipe for easy usage [portpicker](https://pypi.org/project/portpicker) | 1.5.0 | A library to choose unique available network ports. [ppci](https://pypi.org/project/ppci) | 0.5.9 | 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) | 0.18.0 | Python client for the Prometheus monitoring system. [prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.43 | Library for building powerful interactive command lines in Python [protobuf](https://pypi.org/project/protobuf) | 4.25.1 | Protocol Buffers [psutil](https://pypi.org/project/psutil) | 5.9.5 | Cross-platform lib for process and system monitoring in Python. [psygnal](https://pypi.org/project/psygnal) | 0.9.5 | Fast python callback/event system modeled after Qt Signals [ptpython](https://pypi.org/project/ptpython) | 3.0.26 | 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) | 2.6.0 | 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 [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) | 16.0.0 | Python library for Apache Arrow [pyaudio](https://pypi.org/project/pyaudio) | 0.2.14 | Cross-platform audio I/O with PortAudio [pybars3](https://pypi.org/project/pybars3) | 0.9.7 | Handlebars.js templating for Python 3 and 2 [pybind11](https://pypi.org/project/pybind11) | 2.12.0 | Seamless operability between C++11 and Python [pycodestyle](https://pypi.org/project/pycodestyle) | 2.11.1 | Python style guide checker [pycosat](https://pypi.org/project/pycosat) | 0.6.6 | bindings to picosat (a SAT solver) [pycparser](https://pypi.org/project/pycparser) | 2.21 | C parser in Python [pycryptodomex](https://pypi.org/project/pycryptodomex) | 3.18.0 | Cryptographic library for 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) | 2.6.4 | Data validation using Python type hints [pydantic_core](https://pypi.org/project/pydantic_core) | 2.16.3 | Core functionality for Pydantic validation and serialization [pydeck](https://pypi.org/project/pydeck) | 0.8.0 | Widget for deck.gl maps [pydocstyle](https://pypi.org/project/pydocstyle) | 6.3.0 | Python docstring style checker [pydub](https://pypi.org/project/pydub) | 0.25.1 | Manipulate audio with an simple and easy high level interface [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) | 2.0.1.1 | Python bindings for ERFA [pyflakes](https://pypi.org/project/pyflakes) | 3.2.0 | passive checker of Python programs [pygad](https://pypi.org/project/pygad) | 3.2.0 | PyGAD: A Python Library for Building the Genetic Algorithm and Training Machine Learning Algoithms (Keras & PyTorch). [pygame](https://pypi.org/project/pygame) | 2.5.2 | Python Game Development [pygments](https://pypi.org/project/pygments) | 2.17.2 | Pygments is a syntax highlighting package written in Python. [pyjwt](https://pypi.org/project/pyjwt) | 2.4.0 | JSON Web Token implementation in Python [pylint](https://pypi.org/project/pylint) | 3.1.0 | python code static checker [pylint_venv](https://pypi.org/project/pylint_venv) | 3.0.3 | pylint-venv provides a Pylint init-hook to use the same Pylint installation with different virtual environments. [pyls_spyder](https://pypi.org/project/pyls_spyder) | 0.4.0 | Spyder extensions for the python-lsp-server [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) | 4.5.0 | Python driver for MongoDB [pymoo](https://pypi.org/project/pymoo) | 0.6.1.1 | Multi-Objective Optimization in Python [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) | 0.5.11 | Nearest Neighbor Descent [pyodbc](https://pypi.org/project/pyodbc) | 5.0.1 | DB API module for ODBC [pyomo](https://pypi.org/project/pyomo) | 6.7.0 | Pyomo: Python Optimization Modeling Objects [pyopengl](https://pypi.org/project/pyopengl) | 3.1.7 | Standard OpenGL bindings for Python [pypandoc](https://pypi.org/project/pypandoc) | 1.5 | Thin wrapper for pandoc. [pyparsing](https://pypi.org/project/pyparsing) | 3.0.9 | pyparsing module - Classes and methods to define and execute parsing grammars [pypdf](https://pypi.org/project/pypdf) | 3.15.2 | A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files [pypng](https://pypi.org/project/pypng) | 0.20220715.0 | Pure Python library for saving and loading PNG images [pyproj](https://pypi.org/project/pyproj) | 3.6.1 | Python interface to PROJ (cartographic projections and coordinate transformations library) [pyproject_hooks](https://pypi.org/project/pyproject_hooks) | 1.0.0 | Wrappers to call pyproject.toml-based build backend hooks. [pyqt5](https://pypi.org/project/pyqt5) | 5.15.10 | 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) | 12.13.0 | The sip module support for PyQt5 [pyqtgraph](https://pypi.org/project/pyqtgraph) | 0.13.4 | Scientific Graphics and GUI Library for Python [pyqtwebengine](https://pypi.org/project/pyqtwebengine) | 5.15.6 | 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. [pyro_api](https://pypi.org/project/pyro_api) | 0.1.2 | Generic API for dispatch to Pyro backends. [pyro_ppl](https://pypi.org/project/pyro_ppl) | 1.8.4 | A Python library for probabilistic modeling and inference [pyserial](https://pypi.org/project/pyserial) | 3.5 | Python Serial Port Extension [pyshp](https://pypi.org/project/pyshp) | 2.3.1 | Pure Python read/write support for ESRI Shapefile format [pysimplegui](https://pypi.org/project/pysimplegui) | 4.60.4 | Python GUIs for Humans. Launched in 2018. It's 2022 & PySimpleGUI is an ACTIVE & supported project. Super-simple to create custom GUI's. 325+ Demo programs & Cookbook for rapid start. Extensive documentation. Main docs at www.PySimpleGUI.org. Fun & your success are the focus. Examples using Machine Learning (GUI, OpenCV Integration), Rainmeter Style Desktop Widgets, Matplotlib + Pyplot, PIL support, add GUI to command line scripts, PDF & Image Viewers. Great for beginners & advanced GUI programmers. [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) | 8.2.0 | pytest: simple powerful testing with Python [python_barcode](https://pypi.org/project/python_barcode) | 0.15.1 | Create standard barcodes with Python. No external modules needed. (optional Pillow support included). [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) | 1.0.0 | Read key-value pairs from a .env file and set them as environment variables [python_json_logger](https://pypi.org/project/python_json_logger) | 2.0.7 | A python library adding a json log formatter [python_lsp_black](https://pypi.org/project/python_lsp_black) | 2.0.0 | Black plugin for the Python LSP Server [python_lsp_jsonrpc](https://pypi.org/project/python_lsp_jsonrpc) | 1.1.2 | JSON RPC 2.0 server library [python_lsp_server](https://pypi.org/project/python_lsp_server) | 1.11.0 | 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_slugify](https://pypi.org/project/python_slugify) | 6.1.2 | A Python slugify application that also handles Unicode [pythonnet](https://pypi.org/project/pythonnet) | 3.0.3 | .NET and Mono integration for Python [pythonqwt](https://pypi.org/project/pythonqwt) | 0.12.1 | Qt plotting widgets for Python [pytoolconfig](https://pypi.org/project/pytoolconfig) | 1.2.4 | Python tool configuration [pytorch_lightning](https://pypi.org/project/pytorch_lightning) | 2.2.1 | PyTorch Lightning is the lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate. [pytz](https://pypi.org/project/pytz) | 2023.3 | 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) | 3.0.2 | A JupyterLab extension for rendering HoloViz content. [pywin32](https://pypi.org/project/pywin32) | 306 | Python for Window Extensions [pywin32_ctypes](https://pypi.org/project/pywin32_ctypes) | 0.2.2 | A (partial) reimplementation of pywin32 using ctypes/cffi [pywinpty](https://pypi.org/project/pywinpty) | 2.0.12 | Pseudo terminal support for Windows from Python. [pywinusb](https://pypi.org/project/pywinusb) | 0.4.2 | A package that simplifies USB/HID communications on windows [pyyaml](https://pypi.org/project/pyyaml) | 6.0.1 | YAML parser and emitter for Python [pyzmq](https://pypi.org/project/pyzmq) | 25.1.2 | Python bindings for 0MQ [qdarkstyle](https://pypi.org/project/qdarkstyle) | 3.2 | The most complete dark/light style sheet for C++/Python and Qt applications [qpsolvers](https://pypi.org/project/qpsolvers) | 4.3.0 | Quadratic programming solvers in Python with a unified API. [qrcode](https://pypi.org/project/qrcode) | 7.4.2 | QR Code image generator [qstylizer](https://pypi.org/project/qstylizer) | 0.2.2 | Stylesheet Generator for PyQt{4-5}/PySide{1-2} [qtawesome](https://pypi.org/project/qtawesome) | 1.3.1 | FontAwesome icons in PyQt and PySide applications [qtconsole](https://pypi.org/project/qtconsole) | 5.5.1 | Jupyter Qt console [qtpy](https://pypi.org/project/qtpy) | 2.4.1 | Provides an abstraction layer on top of the various Qt bindings (PyQt5/6 and PySide2/6). [quantecon](https://pypi.org/project/quantecon) | 0.5.3 | Import the main names to top level. [quart](https://pypi.org/project/quart) | 0.19.4 | A Python ASGI web microframework with the same API as Flask [rapidfuzz](https://pypi.org/project/rapidfuzz) | 3.5.2 | rapid fuzzy string matching [rasterio](https://pypi.org/project/rasterio) | 1.3.9 | 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 database and key-value store [referencing](https://pypi.org/project/referencing) | 0.31.1 | JSON Referencing + Python [regex](https://pypi.org/project/regex) | 2023.10.3 | Alternative regular expression module, to replace re. [reportlab](https://pypi.org/project/reportlab) | 4.0.4 | The Reportlab Toolkit [requests](https://pypi.org/project/requests) | 2.31.0 | 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) | 0.10.1 | A utility belt for advanced users of python-requests [retrying](https://pypi.org/project/retrying) | 1.3.4 | Retrying [rfc3339_validator](https://pypi.org/project/rfc3339_validator) | 0.1.4 | A pure python RFC3339 validator [rfc3986](https://pypi.org/project/rfc3986) | 2.0.0 | Validating URI References per RFC 3986 [rfc3986_validator](https://pypi.org/project/rfc3986_validator) | 0.1.1 | Pure python rfc3986 validator [rich](https://pypi.org/project/rich) | 13.7.1 | Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal [rope](https://pypi.org/project/rope) | 1.12.0 | a python refactoring library... [rpds_py](https://pypi.org/project/rpds_py) | 0.13.2 | Python bindings to Rust's persistent data structures (rpds) [rtree](https://pypi.org/project/rtree) | 1.1.0 | R-Tree spatial index for Python GIS [rx](https://pypi.org/project/rx) | 3.1.1 | Reactive Extensions (Rx) for Python [safetensors](https://pypi.org/project/safetensors) | 0.4.2 | Fast and Safe Tensor serialization [scikit_image](https://pypi.org/project/scikit_image) | 0.23.2 | Image processing in Python [scikit_learn](https://pypi.org/project/scikit_learn) | 1.4.2 | A set of python modules for machine learning and data mining [scikit_optimize](https://pypi.org/project/scikit_optimize) | 0.10.1 | Sequential model-based optimization toolbox. [scipy](https://pypi.org/project/scipy) | 1.13.0 | Fundamental algorithms for scientific computing in Python [scramp](https://pypi.org/project/scramp) | 1.4.1 | An implementation of the SCRAM protocol. [scs](https://pypi.org/project/scs) | 3.2.4.post1 | Splitting conic solver [seaborn](https://pypi.org/project/seaborn) | 0.13.2 | Statistical data visualization [send2trash](https://pypi.org/project/send2trash) | 1.8.2 | Send file to trash natively under Mac OS X, Windows and Linux [setuptools](https://pypi.org/project/setuptools) | 69.5.1 | Easily download, build, install, upgrade, and uninstall Python packages [shapely](https://pypi.org/project/shapely) | 2.0.4 | Manipulation and analysis of geometric objects [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) | 1.3.0 | Sniff out which async library your code is running under [snowballstemmer](https://pypi.org/project/snowballstemmer) | 2.2.0 | This package provides 29 stemmers for 28 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) | 0.4.6 | 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) | 7.2.6 | Python documentation generator [sphinx_rtd_theme](https://pypi.org/project/sphinx_rtd_theme) | 2.0.0 | 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_jquery](https://pypi.org/project/sphinxcontrib_jquery) | 4.1 | Extension to include jQuery on newer Sphinx releases [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) | 1.1.9 | sphinxcontrib-serializinghtml is a sphinx extension which outputs "serialized" HTML files (json and pickle) [spyder](https://pypi.org/project/spyder) | 5.5.4 | The Scientific Python Development Environment [spyder_kernels](https://pypi.org/project/spyder_kernels) | 2.5.1 | Jupyter kernels for Spyder's console [sqlalchemy](https://pypi.org/project/sqlalchemy) | 2.0.28 | Database Abstraction Library [sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.13.1 | 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) | 3.36 | CLI tool and Python library for manipulating SQLite databases [sqlparse](https://pypi.org/project/sqlparse) | 0.4.3 | A non-validating SQL parser. [sspyrs](https://pypi.org/project/sspyrs) | 0.3 | Lightweight interface for SSRS reports to python [stack_data](https://pypi.org/project/stack_data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays [starlette](https://pypi.org/project/starlette) | 0.35.1 | The little ASGI library that shines. [statsmodels](https://pypi.org/project/statsmodels) | 0.14.2 | Statistical computations and models for Python [streamlit](https://pypi.org/project/streamlit) | 1.32.2 | A faster way to build and share data apps [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) | 1.3.4 | A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner [sympy](https://pypi.org/project/sympy) | 1.12 | Computer algebra system (CAS) in 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 [terminado](https://pypi.org/project/terminado) | 0.17.0 | Tornado websocket backend for the Xterm.js Javascript terminal emulator library. [text_unidecode](https://pypi.org/project/text_unidecode) | 1.3 | The most basic Text::Unidecode port [textdistance](https://pypi.org/project/textdistance) | 4.5.0 | Compute distance between the two texts. [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) | 2023.7.18 | Read and write TIFF files [tinycss2](https://pypi.org/project/tinycss2) | 1.1.1 | A tiny CSS parser [tokenizers](https://pypi.org/project/tokenizers) | 0.15.1 | Fast and Customizable Tokenizers [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) | 0.12.3 | Style preserving TOML library [toolz](https://pypi.org/project/toolz) | 0.12.0 | List processing tools and functional utilities [torch](https://pypi.org/project/torch) | 2.2.2 | Tensors and Dynamic neural networks in Python with strong GPU acceleration [torchaudio](https://pypi.org/project/torchaudio) | 2.2.2 | An audio package for PyTorch [torchmetrics](https://pypi.org/project/torchmetrics) | 1.3.2 | PyTorch native Metrics [torchvision](https://pypi.org/project/torchvision) | 0.17.2 | image and video datasets and models for torch deep learning [tornado](https://pypi.org/project/tornado) | 6.4 | Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed. [tqdm](https://pypi.org/project/tqdm) | 4.66.4 | Fast, Extensible Progress Meter [traitlets](https://pypi.org/project/traitlets) | 5.14.1 | Traitlets Python configuration system [traittypes](https://pypi.org/project/traittypes) | 0.2.1 | Scipy trait types [transformers](https://pypi.org/project/transformers) | 4.38.2 | State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow [trio](https://pypi.org/project/trio) | 0.25.0 | A friendly Python library for async concurrency and I/O [trove_classifiers](https://pypi.org/project/trove_classifiers) | 2023.2.20 | Canonical source for classifiers on PyPI (pypi.org). [twine](https://pypi.org/project/twine) | 4.0.1 | Collection of utilities for publishing packages on PyPI [typeguard](https://pypi.org/project/typeguard) | 2.13.3 | Run-time type checker for Python [typing_extensions](https://pypi.org/project/typing_extensions) | 4.9.0 | Backported and Experimental Type Hints for Python 3.8+ [typing_inspect](https://pypi.org/project/typing_inspect) | 0.8.0 | Runtime inspection utilities for typing module. [tzdata](https://pypi.org/project/tzdata) | 2022.7 | Provider of IANA time zone data [tzlocal](https://pypi.org/project/tzlocal) | 4.2 | tzinfo object for the local timezone [uc_micro_py](https://pypi.org/project/uc_micro_py) | 1.0.1 | Micro subset of unicode data files for linkify-it-py projects. [ujson](https://pypi.org/project/ujson) | 5.8.0 | 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) | 3.1.7 | Transparent calculations with uncertainties on the quantities involved (aka error propagation); fast calculation of derivatives [uri_template](https://pypi.org/project/uri_template) | 1.2.0 | RFC 6570 URI Template Processor [urllib3](https://pypi.org/project/urllib3) | 2.0.3 | HTTP library with thread-safe connection pooling, file post, and more. [uvicorn](https://pypi.org/project/uvicorn) | 0.26.0 | The lightning-fast ASGI server. [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) | 20.23.0 | Virtual Python Environment builder [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 | Python extension to run WebAssembly binaries [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) | 2.2.0 | Filesystem events monitoring [wcwidth](https://pypi.org/project/wcwidth) | 0.2.13 | Measures the displayed width of unicode strings in a terminal [webcolors](https://pypi.org/project/webcolors) | 1.12 | A library for working with color names and color values formats defined by HTML and CSS. [webencodings](https://pypi.org/project/webencodings) | 0.5.1 | Character encoding aliases for legacy web content [websocket_client](https://pypi.org/project/websocket_client) | 1.6.4 | WebSocket client for Python with low level API options [websockets](https://pypi.org/project/websockets) | 12.0 | An implementation of the WebSocket Protocol (RFC 6455 & 7692) [werkzeug](https://pypi.org/project/werkzeug) | 3.0.1 | 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) | 0.43.0 | A built-package format for Python [widgetsnbextension](https://pypi.org/project/widgetsnbextension) | 4.0.10 | Jupyter interactive widgets for Jupyter Notebook [winpython](http://winpython.github.io/) | 8.0.20240514 | WinPython distribution tools, including WPPM [wordcloud](https://pypi.org/project/wordcloud) | 1.9.3 | 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) | 2024.2.0 | N-D labeled arrays and datasets in Python [xlsxwriter](https://pypi.org/project/xlsxwriter) | 3.1.9 | 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) | 2023.10.1 | Source of XYZ tiles providers [yapf](https://pypi.org/project/yapf) | 0.40.1 | A formatter for Python code. [yarl](https://pypi.org/project/yarl) | 1.7.2 | Yet another URL library [yt_dlp](https://pypi.org/project/yt_dlp) | 2023.7.6 | A youtube-dl fork with additional features and patches [zarr](https://pypi.org/project/zarr) | 2.16.1 | An implementation of chunked, compressed, N-dimensional arrays for Python [zict](https://pypi.org/project/zict) | 3.0.0 | Mutable mapping tools [zipp](https://pypi.org/project/zipp) | 3.17.0 | Backport of pathlib-compatible object wrapper for zip files [zstandard](https://pypi.org/project/zstandard) | 0.22.0 | Zstandard bindings for Python

WinPython 3.13.0.0free

The following packages are included in WinPython-64bit v3.13.0.0free b1b.

### Tools Name | Version | Description -----|---------|------------ ### Python packages Name | Version | Description -----|---------|------------ [Python](http://www.python.org/) | 3.13.0 | Python programming language with standard library [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". [asttokens](https://pypi.org/project/asttokens) | 2.4.1 | Annotate AST trees with source code positions [build](https://pypi.org/project/build) | 1.2.1 | A simple, correct Python build frontend [colorama](https://pypi.org/project/colorama) | 0.4.6 | Cross-platform colored terminal text. [decorator](https://pypi.org/project/decorator) | 5.1.1 | Decorators for Humans [executing](https://pypi.org/project/executing) | 2.0.1 | Get the currently executing AST node of a frame, and other information [interpreters_pep_734](https://pypi.org/project/interpreters_pep_734) | 0.1.0 | Use this module to try out multiple interpreters and a per-interpreter GIL in Python 3.13+. Do not use this for anything important yet. [ipython](https://pypi.org/project/ipython) | 8.24.0 | IPython: Productive Interactive Computing [jedi](https://pypi.org/project/jedi) | 0.19.1 | An autocompletion tool for Python that can be used for text editors. [matplotlib_inline](https://pypi.org/project/matplotlib_inline) | 0.1.6 | Inline Matplotlib backend for Jupyter [packaging](https://pypi.org/project/packaging) | 24.0 | Core utilities for Python packages [parso](https://pypi.org/project/parso) | 0.8.4 | A Python Parser [pip](https://pypi.org/project/pip) | 24.1b1 | The PyPA recommended tool for installing Python packages. [prompt_toolkit](https://pypi.org/project/prompt_toolkit) | 3.0.43 | Library for building powerful interactive command lines in Python [ptpython](https://pypi.org/project/ptpython) | 3.0.26 | Python REPL build on top of prompt_toolkit [pure_eval](https://pypi.org/project/pure_eval) | 0.2.2 | Safely evaluate AST nodes without side effects [pygments](https://pypi.org/project/pygments) | 2.17.2 | Pygments is a syntax highlighting package written in Python. [pyproject_hooks](https://pypi.org/project/pyproject_hooks) | 1.0.0 | Wrappers to call pyproject.toml-based build backend hooks. [setuptools](https://pypi.org/project/setuptools) | 69.5.1 | Easily download, build, install, upgrade, and uninstall Python packages [six](https://pypi.org/project/six) | 1.16.0 | Python 2 and 3 compatibility utilities [sqlite_bro](https://pypi.org/project/sqlite_bro) | 0.13.1 | a graphic SQLite Client in 1 Python file [stack_data](https://pypi.org/project/stack_data) | 0.6.3 | Extract data from python stack frames and tracebacks for informative displays [traitlets](https://pypi.org/project/traitlets) | 5.14.1 | Traitlets Python configuration system [wcwidth](https://pypi.org/project/wcwidth) | 0.2.13 | Measures the displayed width of unicode strings in a terminal [wheel](https://pypi.org/project/wheel) | 0.43.0 | A built-package format for Python [winpython](http://winpython.github.io/) | 8.0.20240514 | WinPython distribution tools, including WPPM