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Updates the requirements on scikit-learn to permit the latest version.
Updates scikit-learn to 1.6.0

Release notes

Sourced from scikit-learn's releases.

Scikit-learn 1.6.0

We're happy to announce the 1.6.0 release.

You can read the release highlights under https://scikit-learn.org/stable/auto_examples/release_highlights/plot_release_highlights_1_6_0.html and the long version of the change log under https://scikit-learn.org/stable/whats_new/v1.6.html

This version supports Python versions 3.9 to 3.13 and features an experimental support of free-threaded CPython.

You can upgrade with pip as usual:

pip install -U scikit-learn

The conda-forge builds can be installed using:

conda install -c conda-forge scikit-learn
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Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.

Updates `scikit-learn` to 1.6.0
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](scikit-learn/scikit-learn@1.0...1.6.0)

---
updated-dependencies:
- dependency-name: scikit-learn
  dependency-type: direct:production
  dependency-group: python-packages
...

Signed-off-by: dependabot[bot] <support@github.com>
@dependabot dependabot bot added dependencies This issue or PR is related to dependencies maintenance Continuous integration, unit testing & package distribution labels Dec 16, 2024
@MatthewMiddlehurst MatthewMiddlehurst merged commit 90b18df into main Dec 16, 2024
14 checks passed
@MatthewMiddlehurst MatthewMiddlehurst deleted the dependabot/pip/python-packages-6831d7d713 branch December 16, 2024 23:20
LinGinQiu added a commit that referenced this pull request Mar 4, 2025
* notebook (#309)

* [PUB] Kesba notebook fix (#312)

* notebook

* fix

* renmae to kasba (#313)

* `aeon` 1.0.0 and results loaders (#315)

* Automated `pre-commit` hook update

* aeon 1.0.0 and results collators

* api

* lint

* lint

* tsml

* notebooks

* fixed and added elasticsom kshape and ksc

* Automatic `pre-commit` fixes

* added functionality to run by long hand name

* Automatic `pre-commit` fixes

* fix

* clustering

* just kmeans for now

* distance names

* fixed notebooks

* Automatic `pre-commit` fixes

* remove extra cells

* revert notebook

* update

---------

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
Co-authored-by: chrisholder <chrisholder987@hotmail.com>
Co-authored-by: chrisholder <chrisholder@users.noreply.github.com>

* [MNT] Bump the python-packages group across 1 directory with 2 updates (#316)

Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) and [sphinx](https://github.com/sphinx-doc/sphinx) to permit the latest version.

Updates `scikit-learn` to 1.5.2
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](scikit-learn/scikit-learn@1.0...1.5.2)

Updates `sphinx` to 8.1.3
- [Release notes](https://github.com/sphinx-doc/sphinx/releases)
- [Changelog](https://github.com/sphinx-doc/sphinx/blob/v8.1.3/CHANGES.rst)
- [Commits](sphinx-doc/sphinx@v0.1.61611...v8.1.3)

---
updated-dependencies:
- dependency-name: scikit-learn
  dependency-type: direct:production
  dependency-group: python-packages
- dependency-name: sphinx
  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>

* [MNT] Bump codecov/codecov-action in the github-actions group (#307)

Bumps the github-actions group with 1 update: [codecov/codecov-action](https://github.com/codecov/codecov-action).


Updates `codecov/codecov-action` from 4 to 5
- [Release notes](https://github.com/codecov/codecov-action/releases)
- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)
- [Commits](codecov/codecov-action@v4...v5)

---
updated-dependencies:
- dependency-name: codecov/codecov-action
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: github-actions
...

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>

* Automated `pre-commit` hook update (#303)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
Co-authored-by: Matthew Middlehurst <pfm15hbu@gmail.com>

* Update workflows (#317)

* workflow updates

* no _wip

* seaborn

* fixes

* only raise on submodule mossing

* author to maintainer (#319)

* clustering for v1.0.0 (#318)

* Automated `pre-commit` hook update (#320)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* [MNT] Update scikit-learn requirement in the python-packages group (#321)

Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.

Updates `scikit-learn` to 1.6.0
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](scikit-learn/scikit-learn@1.0...1.6.0)

---
updated-dependencies:
- dependency-name: scikit-learn
  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>

* Automated `pre-commit` hook update (#323)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* [ENH] Parameter to transform data in experiments (#322)

* data transform option

* scatter fix

* fixes

* tsml in extras

* tsml bound

* tsml bound

* temp comment out tsml extras

* comment xgboost

* more deps

* esig bound

* esig bound

* fixes

* fixes

* docs

* notebook

* Automated `pre-commit` hook update (#324)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* Unequal wip and new metrics (#325)

* data transform option

* scatter fix

* fixes

* tsml in extras

* tsml bound

* tsml bound

* temp comment out tsml extras

* comment xgboost

* more deps

* esig bound

* esig bound

* fixes

* fixes

* docs

* notebook

* unequal stuff

* doc

* Automated `pre-commit` hook update (#328)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* Fixes and more unequal length junk (#326)

* data transform option

* scatter fix

* fixes

* tsml in extras

* tsml bound

* tsml bound

* temp comment out tsml extras

* comment xgboost

* more deps

* esig bound

* esig bound

* fixes

* fixes

* docs

* notebook

* unequal stuff

* doc

* more unequal

* eval figs

* fix

* fixes

* [MNT] Bump crs-k/stale-branches in the github-actions group (#329)

Bumps the github-actions group with 1 update: [crs-k/stale-branches](https://github.com/crs-k/stale-branches).


Updates `crs-k/stale-branches` from 6.0.2 to 7.0.0
- [Release notes](https://github.com/crs-k/stale-branches/releases)
- [Commits](crs-k/stale-branches@v6.0.2...v7.0.0)

---
updated-dependencies:
- dependency-name: crs-k/stale-branches
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: github-actions
...

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>

* Include estimator class in results files and better testing for get_estimator methods (#331)

* better testing for get_estimator bugs

* xgboost

* mypy

* mypy

* mypy

* [ENH} add mrhydra option  (#332)

* add mrhydra option

* Automatic `pre-commit` fixes

---------

Co-authored-by: TonyBagnall <9594042+TonyBagnall@users.noreply.github.com>

* Release 0.5.0 (#333)

* better testing for get_estimator bugs

* xgboost

* mypy

* mypy

* mypy

* release

* Release workflow (#334)

* better testing for get_estimator bugs

* xgboost

* mypy

* mypy

* mypy

* release

* no unstable extras in release

* Automated `pre-commit` hook update (#336)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* iridis batch script (#337)

* initial commit

* scripts

* Update README.md (#338)

* Iridis batch script fix (#339)

* initial commit

* scripts

* fixes

* [MNT] Update sphinx requirement in the python-packages group (#342)

Updates the requirements on [sphinx](https://github.com/sphinx-doc/sphinx) to permit the latest version.

Updates `sphinx` to 8.2.1
- [Release notes](https://github.com/sphinx-doc/sphinx/releases)
- [Changelog](https://github.com/sphinx-doc/sphinx/blob/v8.2.1/CHANGES.rst)
- [Commits](sphinx-doc/sphinx@v0.1.61611...v8.2.1)

---
updated-dependencies:
- dependency-name: sphinx
  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>

* [MNT] Bump ossf/scorecard-action in the github-actions group (#341)

Bumps the github-actions group with 1 update: [ossf/scorecard-action](https://github.com/ossf/scorecard-action).


Updates `ossf/scorecard-action` from 2.4.0 to 2.4.1
- [Release notes](https://github.com/ossf/scorecard-action/releases)
- [Changelog](https://github.com/ossf/scorecard-action/blob/main/RELEASE.md)
- [Commits](ossf/scorecard-action@v2.4.0...v2.4.1)

---
updated-dependencies:
- dependency-name: ossf/scorecard-action
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* script update (#340)

* Automated `pre-commit` hook update (#343)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: chrisholder <chrisholder987@hotmail.com>
Co-authored-by: Matthew Middlehurst <pfm15hbu@gmail.com>
Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
Co-authored-by: chrisholder <chrisholder@users.noreply.github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: tsml-actions-bot[bot] <151061772+tsml-actions-bot[bot]@users.noreply.github.com>
Co-authored-by: Tony Bagnall <ajb@uea.ac.uk>
Co-authored-by: TonyBagnall <9594042+TonyBagnall@users.noreply.github.com>
MatthewMiddlehurst added a commit that referenced this pull request Apr 15, 2025
* merge main (#345)

* notebook (#309)

* [PUB] Kesba notebook fix (#312)

* notebook

* fix

* renmae to kasba (#313)

* `aeon` 1.0.0 and results loaders (#315)

* Automated `pre-commit` hook update

* aeon 1.0.0 and results collators

* api

* lint

* lint

* tsml

* notebooks

* fixed and added elasticsom kshape and ksc

* Automatic `pre-commit` fixes

* added functionality to run by long hand name

* Automatic `pre-commit` fixes

* fix

* clustering

* just kmeans for now

* distance names

* fixed notebooks

* Automatic `pre-commit` fixes

* remove extra cells

* revert notebook

* update

---------

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
Co-authored-by: chrisholder <chrisholder987@hotmail.com>
Co-authored-by: chrisholder <chrisholder@users.noreply.github.com>

* [MNT] Bump the python-packages group across 1 directory with 2 updates (#316)

Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) and [sphinx](https://github.com/sphinx-doc/sphinx) to permit the latest version.

Updates `scikit-learn` to 1.5.2
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](scikit-learn/scikit-learn@1.0...1.5.2)

Updates `sphinx` to 8.1.3
- [Release notes](https://github.com/sphinx-doc/sphinx/releases)
- [Changelog](https://github.com/sphinx-doc/sphinx/blob/v8.1.3/CHANGES.rst)
- [Commits](sphinx-doc/sphinx@v0.1.61611...v8.1.3)

---
updated-dependencies:
- dependency-name: scikit-learn
  dependency-type: direct:production
  dependency-group: python-packages
- dependency-name: sphinx
  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>

* [MNT] Bump codecov/codecov-action in the github-actions group (#307)

Bumps the github-actions group with 1 update: [codecov/codecov-action](https://github.com/codecov/codecov-action).


Updates `codecov/codecov-action` from 4 to 5
- [Release notes](https://github.com/codecov/codecov-action/releases)
- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)
- [Commits](codecov/codecov-action@v4...v5)

---
updated-dependencies:
- dependency-name: codecov/codecov-action
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: github-actions
...

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>

* Automated `pre-commit` hook update (#303)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
Co-authored-by: Matthew Middlehurst <pfm15hbu@gmail.com>

* Update workflows (#317)

* workflow updates

* no _wip

* seaborn

* fixes

* only raise on submodule mossing

* author to maintainer (#319)

* clustering for v1.0.0 (#318)

* Automated `pre-commit` hook update (#320)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* [MNT] Update scikit-learn requirement in the python-packages group (#321)

Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.

Updates `scikit-learn` to 1.6.0
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](scikit-learn/scikit-learn@1.0...1.6.0)

---
updated-dependencies:
- dependency-name: scikit-learn
  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>

* Automated `pre-commit` hook update (#323)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* [ENH] Parameter to transform data in experiments (#322)

* data transform option

* scatter fix

* fixes

* tsml in extras

* tsml bound

* tsml bound

* temp comment out tsml extras

* comment xgboost

* more deps

* esig bound

* esig bound

* fixes

* fixes

* docs

* notebook

* Automated `pre-commit` hook update (#324)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* Unequal wip and new metrics (#325)

* data transform option

* scatter fix

* fixes

* tsml in extras

* tsml bound

* tsml bound

* temp comment out tsml extras

* comment xgboost

* more deps

* esig bound

* esig bound

* fixes

* fixes

* docs

* notebook

* unequal stuff

* doc

* Automated `pre-commit` hook update (#328)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* Fixes and more unequal length junk (#326)

* data transform option

* scatter fix

* fixes

* tsml in extras

* tsml bound

* tsml bound

* temp comment out tsml extras

* comment xgboost

* more deps

* esig bound

* esig bound

* fixes

* fixes

* docs

* notebook

* unequal stuff

* doc

* more unequal

* eval figs

* fix

* fixes

* [MNT] Bump crs-k/stale-branches in the github-actions group (#329)

Bumps the github-actions group with 1 update: [crs-k/stale-branches](https://github.com/crs-k/stale-branches).


Updates `crs-k/stale-branches` from 6.0.2 to 7.0.0
- [Release notes](https://github.com/crs-k/stale-branches/releases)
- [Commits](crs-k/stale-branches@v6.0.2...v7.0.0)

---
updated-dependencies:
- dependency-name: crs-k/stale-branches
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: github-actions
...

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>

* Include estimator class in results files and better testing for get_estimator methods (#331)

* better testing for get_estimator bugs

* xgboost

* mypy

* mypy

* mypy

* [ENH} add mrhydra option  (#332)

* add mrhydra option

* Automatic `pre-commit` fixes

---------

Co-authored-by: TonyBagnall <9594042+TonyBagnall@users.noreply.github.com>

* Release 0.5.0 (#333)

* better testing for get_estimator bugs

* xgboost

* mypy

* mypy

* mypy

* release

* Release workflow (#334)

* better testing for get_estimator bugs

* xgboost

* mypy

* mypy

* mypy

* release

* no unstable extras in release

* Automated `pre-commit` hook update (#336)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* iridis batch script (#337)

* initial commit

* scripts

* Update README.md (#338)

* Iridis batch script fix (#339)

* initial commit

* scripts

* fixes

* [MNT] Update sphinx requirement in the python-packages group (#342)

Updates the requirements on [sphinx](https://github.com/sphinx-doc/sphinx) to permit the latest version.

Updates `sphinx` to 8.2.1
- [Release notes](https://github.com/sphinx-doc/sphinx/releases)
- [Changelog](https://github.com/sphinx-doc/sphinx/blob/v8.2.1/CHANGES.rst)
- [Commits](sphinx-doc/sphinx@v0.1.61611...v8.2.1)

---
updated-dependencies:
- dependency-name: sphinx
  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>

* [MNT] Bump ossf/scorecard-action in the github-actions group (#341)

Bumps the github-actions group with 1 update: [ossf/scorecard-action](https://github.com/ossf/scorecard-action).


Updates `ossf/scorecard-action` from 2.4.0 to 2.4.1
- [Release notes](https://github.com/ossf/scorecard-action/releases)
- [Changelog](https://github.com/ossf/scorecard-action/blob/main/RELEASE.md)
- [Commits](ossf/scorecard-action@v2.4.0...v2.4.1)

---
updated-dependencies:
- dependency-name: ossf/scorecard-action
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* script update (#340)

* Automated `pre-commit` hook update (#343)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: chrisholder <chrisholder987@hotmail.com>
Co-authored-by: Matthew Middlehurst <pfm15hbu@gmail.com>
Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
Co-authored-by: chrisholder <chrisholder@users.noreply.github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: tsml-actions-bot[bot] <151061772+tsml-actions-bot[bot]@users.noreply.github.com>
Co-authored-by: Tony Bagnall <ajb@uea.ac.uk>
Co-authored-by: TonyBagnall <9594042+TonyBagnall@users.noreply.github.com>

* Revert "merge main (#345)" (#346)

This reverts commit 04f6acc.

* merge main and changed aeon version

* rebalance transformation

* rebalance transformation for transfer the aeon (branch elastic) to local tsml-eval

* Automatic `pre-commit` fixes

* tidy up experiments

* TSML and rebalance and esmote update

* TSML and rebalance and esmote update

* distance function update from Chris H's aeon branch to tsml.

* mm changes

* Automatic `pre-commit` fixes

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: chrisholder <chrisholder987@hotmail.com>
Co-authored-by: Matthew Middlehurst <pfm15hbu@gmail.com>
Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
Co-authored-by: chrisholder <chrisholder@users.noreply.github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: tsml-actions-bot[bot] <151061772+tsml-actions-bot[bot]@users.noreply.github.com>
Co-authored-by: Tony Bagnall <ajb@uea.ac.uk>
Co-authored-by: TonyBagnall <9594042+TonyBagnall@users.noreply.github.com>
Mithrillion pushed a commit to Mithrillion/tsml-eval that referenced this pull request Aug 29, 2025
…ning#361)

* merge main (time-series-machine-learning#345)

* notebook (time-series-machine-learning#309)

* [PUB] Kesba notebook fix (time-series-machine-learning#312)

* notebook

* fix

* renmae to kasba (time-series-machine-learning#313)

* `aeon` 1.0.0 and results loaders (time-series-machine-learning#315)

* Automated `pre-commit` hook update

* aeon 1.0.0 and results collators

* api

* lint

* lint

* tsml

* notebooks

* fixed and added elasticsom kshape and ksc

* Automatic `pre-commit` fixes

* added functionality to run by long hand name

* Automatic `pre-commit` fixes

* fix

* clustering

* just kmeans for now

* distance names

* fixed notebooks

* Automatic `pre-commit` fixes

* remove extra cells

* revert notebook

* update

---------

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
Co-authored-by: chrisholder <chrisholder987@hotmail.com>
Co-authored-by: chrisholder <chrisholder@users.noreply.github.com>

* [MNT] Bump the python-packages group across 1 directory with 2 updates (time-series-machine-learning#316)

Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) and [sphinx](https://github.com/sphinx-doc/sphinx) to permit the latest version.

Updates `scikit-learn` to 1.5.2
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](scikit-learn/scikit-learn@1.0...1.5.2)

Updates `sphinx` to 8.1.3
- [Release notes](https://github.com/sphinx-doc/sphinx/releases)
- [Changelog](https://github.com/sphinx-doc/sphinx/blob/v8.1.3/CHANGES.rst)
- [Commits](sphinx-doc/sphinx@v0.1.61611...v8.1.3)

---
updated-dependencies:
- dependency-name: scikit-learn
  dependency-type: direct:production
  dependency-group: python-packages
- dependency-name: sphinx
  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>

* [MNT] Bump codecov/codecov-action in the github-actions group (time-series-machine-learning#307)

Bumps the github-actions group with 1 update: [codecov/codecov-action](https://github.com/codecov/codecov-action).


Updates `codecov/codecov-action` from 4 to 5
- [Release notes](https://github.com/codecov/codecov-action/releases)
- [Changelog](https://github.com/codecov/codecov-action/blob/main/CHANGELOG.md)
- [Commits](codecov/codecov-action@v4...v5)

---
updated-dependencies:
- dependency-name: codecov/codecov-action
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: github-actions
...

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>

* Automated `pre-commit` hook update (time-series-machine-learning#303)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
Co-authored-by: Matthew Middlehurst <pfm15hbu@gmail.com>

* Update workflows (time-series-machine-learning#317)

* workflow updates

* no _wip

* seaborn

* fixes

* only raise on submodule mossing

* author to maintainer (time-series-machine-learning#319)

* clustering for v1.0.0 (time-series-machine-learning#318)

* Automated `pre-commit` hook update (time-series-machine-learning#320)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* [MNT] Update scikit-learn requirement in the python-packages group (time-series-machine-learning#321)

Updates the requirements on [scikit-learn](https://github.com/scikit-learn/scikit-learn) to permit the latest version.

Updates `scikit-learn` to 1.6.0
- [Release notes](https://github.com/scikit-learn/scikit-learn/releases)
- [Commits](scikit-learn/scikit-learn@1.0...1.6.0)

---
updated-dependencies:
- dependency-name: scikit-learn
  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>

* Automated `pre-commit` hook update (time-series-machine-learning#323)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* [ENH] Parameter to transform data in experiments (time-series-machine-learning#322)

* data transform option

* scatter fix

* fixes

* tsml in extras

* tsml bound

* tsml bound

* temp comment out tsml extras

* comment xgboost

* more deps

* esig bound

* esig bound

* fixes

* fixes

* docs

* notebook

* Automated `pre-commit` hook update (time-series-machine-learning#324)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* Unequal wip and new metrics (time-series-machine-learning#325)

* data transform option

* scatter fix

* fixes

* tsml in extras

* tsml bound

* tsml bound

* temp comment out tsml extras

* comment xgboost

* more deps

* esig bound

* esig bound

* fixes

* fixes

* docs

* notebook

* unequal stuff

* doc

* Automated `pre-commit` hook update (time-series-machine-learning#328)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* Fixes and more unequal length junk (time-series-machine-learning#326)

* data transform option

* scatter fix

* fixes

* tsml in extras

* tsml bound

* tsml bound

* temp comment out tsml extras

* comment xgboost

* more deps

* esig bound

* esig bound

* fixes

* fixes

* docs

* notebook

* unequal stuff

* doc

* more unequal

* eval figs

* fix

* fixes

* [MNT] Bump crs-k/stale-branches in the github-actions group (time-series-machine-learning#329)

Bumps the github-actions group with 1 update: [crs-k/stale-branches](https://github.com/crs-k/stale-branches).


Updates `crs-k/stale-branches` from 6.0.2 to 7.0.0
- [Release notes](https://github.com/crs-k/stale-branches/releases)
- [Commits](crs-k/stale-branches@v6.0.2...v7.0.0)

---
updated-dependencies:
- dependency-name: crs-k/stale-branches
  dependency-type: direct:production
  update-type: version-update:semver-major
  dependency-group: github-actions
...

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>

* Include estimator class in results files and better testing for get_estimator methods (time-series-machine-learning#331)

* better testing for get_estimator bugs

* xgboost

* mypy

* mypy

* mypy

* [ENH} add mrhydra option  (time-series-machine-learning#332)

* add mrhydra option

* Automatic `pre-commit` fixes

---------

Co-authored-by: TonyBagnall <9594042+TonyBagnall@users.noreply.github.com>

* Release 0.5.0 (time-series-machine-learning#333)

* better testing for get_estimator bugs

* xgboost

* mypy

* mypy

* mypy

* release

* Release workflow (time-series-machine-learning#334)

* better testing for get_estimator bugs

* xgboost

* mypy

* mypy

* mypy

* release

* no unstable extras in release

* Automated `pre-commit` hook update (time-series-machine-learning#336)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

* iridis batch script (time-series-machine-learning#337)

* initial commit

* scripts

* Update README.md (time-series-machine-learning#338)

* Iridis batch script fix (time-series-machine-learning#339)

* initial commit

* scripts

* fixes

* [MNT] Update sphinx requirement in the python-packages group (time-series-machine-learning#342)

Updates the requirements on [sphinx](https://github.com/sphinx-doc/sphinx) to permit the latest version.

Updates `sphinx` to 8.2.1
- [Release notes](https://github.com/sphinx-doc/sphinx/releases)
- [Changelog](https://github.com/sphinx-doc/sphinx/blob/v8.2.1/CHANGES.rst)
- [Commits](sphinx-doc/sphinx@v0.1.61611...v8.2.1)

---
updated-dependencies:
- dependency-name: sphinx
  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>

* [MNT] Bump ossf/scorecard-action in the github-actions group (time-series-machine-learning#341)

Bumps the github-actions group with 1 update: [ossf/scorecard-action](https://github.com/ossf/scorecard-action).


Updates `ossf/scorecard-action` from 2.4.0 to 2.4.1
- [Release notes](https://github.com/ossf/scorecard-action/releases)
- [Changelog](https://github.com/ossf/scorecard-action/blob/main/RELEASE.md)
- [Commits](ossf/scorecard-action@v2.4.0...v2.4.1)

---
updated-dependencies:
- dependency-name: ossf/scorecard-action
  dependency-type: direct:production
  update-type: version-update:semver-patch
  dependency-group: github-actions
...

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* script update (time-series-machine-learning#340)

* Automated `pre-commit` hook update (time-series-machine-learning#343)

Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: chrisholder <chrisholder987@hotmail.com>
Co-authored-by: Matthew Middlehurst <pfm15hbu@gmail.com>
Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
Co-authored-by: chrisholder <chrisholder@users.noreply.github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: tsml-actions-bot[bot] <151061772+tsml-actions-bot[bot]@users.noreply.github.com>
Co-authored-by: Tony Bagnall <ajb@uea.ac.uk>
Co-authored-by: TonyBagnall <9594042+TonyBagnall@users.noreply.github.com>

* Revert "merge main (time-series-machine-learning#345)" (time-series-machine-learning#346)

This reverts commit 04f6acc.

* merge main and changed aeon version

* rebalance transformation

* rebalance transformation for transfer the aeon (branch elastic) to local tsml-eval

* Automatic `pre-commit` fixes

* tidy up experiments

* TSML and rebalance and esmote update

* TSML and rebalance and esmote update

* distance function update from Chris H's aeon branch to tsml.

* mm changes

* Automatic `pre-commit` fixes

---------

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: chrisholder <chrisholder987@hotmail.com>
Co-authored-by: Matthew Middlehurst <pfm15hbu@gmail.com>
Co-authored-by: MatthewMiddlehurst <25731235+MatthewMiddlehurst@users.noreply.github.com>
Co-authored-by: chrisholder <chrisholder@users.noreply.github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Co-authored-by: tsml-actions-bot[bot] <151061772+tsml-actions-bot[bot]@users.noreply.github.com>
Co-authored-by: Tony Bagnall <ajb@uea.ac.uk>
Co-authored-by: TonyBagnall <9594042+TonyBagnall@users.noreply.github.com>
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