Skore

New features

- Aggregate latest cross-validation and its history to show the evolution of results
- Display item updates as a drop-down with a scrollbar (new button!)

Improvements

- Disable drag and drop and + button for already added item in a view
- Use JSON to serialize array and pandas series instead of pickle (no environment dependencies anymore)
- Easier access to deletion of items in a view

Bugfixes

- DataFrameWidget was self refreshing constantly: pnly reset the page when necessary
- `skore.cross_validate` should use RMSE and not MSE
- Fix invisible text colors in light mode
- Use specific exception in `item.factory` to not swallow unexpected exceptions in `object_to_item`

Full changelog

**Full Changelog**: https://github.com/probabl-ai/skore/compare/0.2.2...0.3.0

:warning: **breaking change**
With this version, users have to re-create their projects.
The user APIs remain identical.

New features

- Record all the versions of an item in the back-end

Enhancements

- In cross_validate, show datetimes using timedelta format
- In cross_validate, show time columns last and "test_score" first
- Cleaner documentation

Bugfixes

- Calling `cross_validate` outside of a notebook doesn't log to the console anymore

Full Changelog
**Full Changelog**: https://github.com/probabl-ai/skore/compare/0.2.1...0.2.2

New features

- Scroll to the bottom when an item is added by click
- Build automatically documentation after changes
- Dismiss non-error toasts automatically after 20 seconds

Enhancements

- Complete Contributing.md file to ease contributions
- Show metric average and standard deviation in cross_validation plot
- Use a double chevron as focus mode button icon in UI
- Use highlight color for item names
- Documentation:
- Build online user documentation to be rendered on [GitHub Pages](https://probabl-ai.github.io/skore/latest/index.html)
- Show concrete and simple examples
- Navigation improvements inside the documentation

Bugfixes

- Drag and drop in a view: persist views upon item reordering
- In UI, make polling work again
- Items can be added back right after being added and deleted
- To fix pandas data frame items, use JSON to serialize dataframe instead of pickle
- Remove darkened spaces between items

Full Changelog

**Full Changelog**: https://github.com/probabl-ai/skore/compare/0.2.0...0.2.1

We are happy to release skore 0.2.0, with our first ML-dedicated feature!

New features

- cross_validate: overlay of scikit-learn cross_validate pimped with insights and checks
- drag'n'drop in UI of items into the views
- display indexes in datatables and index names if present in UI

Enhancements

- enhancements in CI, including windows support
- enhancements in pre-commits
- enhance documentation
- slicker and more intuitive UI, including clarifying inclusion of items in views, corporate colors, larger view buttons
- default view created from scratch

Bug fixes

None required!


**Full Changelog**: https://github.com/probabl-ai/skore/compare/0.1.1...0.2.0

What's Changed
* fix(UI): Add animation frames to plotly widgets by rouk1 in https://github.com/probabl-ai/skore/pull/448
* chore(dependencies): Upgrade npm dependencies by rouk1 in https://github.com/probabl-ai/skore/pull/449
* docs(issue template): Update issue template with correct Discord link by augustebaum in https://github.com/probabl-ai/skore/pull/450
* chore(pip dependencies): Bump ruff from 0.6.8 to 0.6.9 by dependabot in https://github.com/probabl-ai/skore/pull/451
* chore(pip dependencies): Bump numpy from 2.1.1 to 2.1.2 by dependabot in https://github.com/probabl-ai/skore/pull/452
* chore(pip dependencies): Bump narwhals from 1.9.0 to 1.9.1 by dependabot in https://github.com/probabl-ai/skore/pull/453
* chore(pip dependencies): Bump build from 1.2.2 to 1.2.2.post1 by dependabot in https://github.com/probabl-ai/skore/pull/455
* chore(pip dependencies): Bump rich from 13.9.1 to 13.9.2 by dependabot in https://github.com/probabl-ai/skore/pull/454
* ci: Run CI on push events on main branch by thomass-dev in https://github.com/probabl-ai/skore/pull/457
* build(python): Recompile `requirements.*.txt` files by augustebaum in https://github.com/probabl-ai/skore/pull/461
* fix(ci): Pull repository in CI on push events on main branch by thomass-dev in https://github.com/probabl-ai/skore/pull/459
* ci: Run dependabot monthly and change its commit-message prefix by thomass-dev in https://github.com/probabl-ai/skore/pull/458
* chore(dependencies): PIP: Bump markupsafe from 2.1.5 to 3.0.0 by dependabot in https://github.com/probabl-ai/skore/pull/464
* chore(dependencies): PIP: Bump pre-commit from 3.8.0 to 4.0.0 by dependabot in https://github.com/probabl-ai/skore/pull/462
* chore(build): Infer dynamically the version, license and readme of skore by thomass-dev in https://github.com/probabl-ai/skore/pull/465
* chore(dependencies): PRE-COMMIT: Bump to latest hooks by thomass-dev in https://github.com/probabl-ai/skore/pull/466
* docs(readme): Update README.md by sylvaincom in https://github.com/probabl-ai/skore/pull/413
* chore(pre-commit): Ensure the notebooks are cleaned by thomass-dev in https://github.com/probabl-ai/skore/pull/470
* feat: Adapt skore to be compliant on `python >=3.9, <3.13` by thomass-dev in https://github.com/probabl-ai/skore/pull/471

New Contributors
* sylvaincom made their first contribution in https://github.com/probabl-ai/skore/pull/413

**Full Changelog**: https://github.com/probabl-ai/skore/compare/0.1.0...0.1.1

What's Changed
* feat(item): Implement basic `__repr__` for `Item` by augustebaum in https://github.com/probabl-ai/skore/pull/442
* fix(docs): Fix basic_usage notebook by augustebaum in https://github.com/probabl-ai/skore/pull/441
* chore: Move python code to its own directory by thomass-dev in https://github.com/probabl-ai/skore/pull/440
* fix(readme): Fix badges by thomass-dev in https://github.com/probabl-ai/skore/pull/444
* docs: Fix the skore description in PyPI by thomass-dev in https://github.com/probabl-ai/skore/pull/445
* fix(Makefile): Fix missing LICENSE and README.md in `install-skore` by thomass-dev in https://github.com/probabl-ai/skore/pull/447


**Full Changelog**: https://github.com/probabl-ai/skore/compare/0.0.1-rc.6...0.1.0