[ENH] Add ETS/ARIMA Stuff #2536
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alexbanwell1
requested review from
a team,
baraline,
MatthewMiddlehurst,
dguijo,
hadifawaz1999,
chrisholder and
patrickzib
as code owners
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* Feature-based clustering * Feature-based clustering update * Update clustering overview * formatting
Co-authored-by: chrisholder <4674372+chrisholder@users.noreply.github.com>
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@TonyBagnall I think this would be cleaner if you update your ETS branch or you both work from the same fork. |
* Added Docstring for Regression * Added Docstring for Regression * exog fix
Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
…ns group (aeon-toolkit#2637) * [MNT] Bump tj-actions/changed-files in the github-actions group Bumps the github-actions group with 1 update: [tj-actions/changed-files](https://github.com/tj-actions/changed-files). Updates `tj-actions/changed-files` from 45 to 46 - [Release notes](https://github.com/tj-actions/changed-files/releases) - [Changelog](https://github.com/tj-actions/changed-files/blob/main/HISTORY.md) - [Commits](tj-actions/changed-files@v45...v46) --- updated-dependencies: - dependency-name: tj-actions/changed-files dependency-type: direct:production update-type: version-update:semver-major dependency-group: github-actions ... Signed-off-by: dependabot[bot] <support@github.com> * Update pr_precommit.yml --------- Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com> Co-authored-by: Matthew Middlehurst <pfm15hbu@gmail.com>
…lkit#2643) Updates the requirements on [numpy](https://github.com/numpy/numpy) to permit the latest version. Updates `numpy` to 2.2.4 - [Release notes](https://github.com/numpy/numpy/releases) - [Changelog](https://github.com/numpy/numpy/blob/main/doc/RELEASE_WALKTHROUGH.rst) - [Commits](numpy/numpy@v1.21.0...v2.2.4) --- updated-dependencies: - dependency-name: numpy dependency-type: direct:production dependency-group: python-packages ... Signed-off-by: dependabot[bot] <support@github.com> Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
* functions deprecated * Empty-Commit * version changed
* Implements Dynamic Time Warping with Global Invariances * Adds Numba JIT compilation support * Adds docs and numba support for dtw_gi and test_distance fixed * Fixes doctests * Automatic `pre-commit` fixes * Minor changes * Minor changes * Remove dtw_gi function and combine with private method _dtw_gi * Adds parameter tests * Fixes doctests * Minor changes
* Adds kdtw kernel support for kernelkmeans * Code refactor * Adds tests for kdtw clustering * minor changes * minor changes
…oolkit#2639) * skip some numba tests * Empty commit for CI * Update testing_config.py --------- Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
* remove excluded estimators * redcomets fix
…AutoETS, along with AutoETS forecaster class
… wrappers for their AutoETS implementations
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Reference Issues/PRs
Implements #2411
Redirection of #2527
What does this implement/fix? Explain your changes.
AutoETS implementation. ARIMA implementation, start of an AutoARIMA implementation.
Also adds windowed datasets for sliding window based forecasting.
Does your contribution introduce a new dependency? If yes, which one?
No
Any other comments?
No
PR checklist
For all contributions
For new estimators and functions
__maintainer__at the top of relevant files and want to be contacted regarding its maintenance. Unmaintained files may be removed. This is for the full file, and you should not add yourself if you are just making minor changes or do not want to help maintain its contents.For developers with write access