This repository contains the codebase used in the research conducted for the paper titled "Benchmarking Cryptocurrency Forecasting Models in the Context of Data Properties and Market Factors." The study involved a rigorous assessment of thirteen different time series forecasting models over twenty-one cryptocurrencies and four distinct time frames.
We are pleased to announce the release of pandas 2.2.0.
This release includes some new features, bug fixes, and performance improvements. We recommend that all users upgrade to this version.
See the full whatsnew for a list of all the changes.
Pandas 2.2.0 supports Python 3.9 and higher.
The release will be available on the defaults and conda-forge channels:
The release will be available on conda-forge and PyPI.
The release can be installed from PyPI
python -m pip install --upgrade --pre pandas==2.2.0rc0
Or from conda-forge
conda install -c conda-forge/label/pandas_rc pandas==2.2.0rc0
Please report any issues with the release candidate on the pandas issue tracker.
Pandas 2.1.4
This is a patch release in the 2.1.x series and includes some regression and bug fixes, and a security fix. We recommend that all users upgrade to this version.
See the full whatsnew for a list of all the changes.
The release will be available on the defaults and conda-forge channels:
Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.
Dependabot commands and options
You can trigger Dependabot actions by commenting on this PR:
- `@dependabot rebase` will rebase this PR
- `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it
- `@dependabot merge` will merge this PR after your CI passes on it
- `@dependabot squash and merge` will squash and merge this PR after your CI passes on it
- `@dependabot cancel merge` will cancel a previously requested merge and block automerging
- `@dependabot reopen` will reopen this PR if it is closed
- `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually
- `@dependabot show ignore conditions` will show all of the ignore conditions of the specified dependency
- `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself)
- `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself)
- `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)
Bumps pandas from 1.5.3 to 2.2.0.
Release notes
Sourced from pandas's releases.
... (truncated)
Commits
f538741RLS: 2.2.02fa26fdBackport PR #56967 on branch 2.2.x (CI: Adjust pyarrow depr warning to accoun...fd3f571RLS: 2.2.0b070774Backport PR #56952: DEPR: Make FutureWarning into DeprecationWarning … (#56964)dfd0aedBackport PR #56896 on branch 2.2.x (DEPS: Add warning if pyarrow is not insta...859c030Backport PR #56922 on branch 2.2.x (REGR: DatetimeTZDtype from_arrow inte...cc37a13Backport PR #56949 on branch 2.2.x (CI: avoid FutureWarnings in to_xarray tes...a95029aBackport PR #56947 on branch 2.2.x (DOC: Set date for 2.2) (#56950)160d7a1Backport PR #56587 on branch 2.2.x (ENH: support the Arrow PyCapsule Interfac...74fa740Backport PR #56445: Adjust merge tests for new string option (#56938)Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting
@dependabot rebase.Dependabot commands and options
You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot merge` will merge this PR after your CI passes on it - `@dependabot squash and merge` will squash and merge this PR after your CI passes on it - `@dependabot cancel merge` will cancel a previously requested merge and block automerging - `@dependabot reopen` will reopen this PR if it is closed - `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually - `@dependabot show