Skore 0.5.0

New features

• ActivityFeed
  • Conveniently view all items as they are created.
  • PRs: #857 and #848
• CrossValidationReporter
  • Modular cross validation suite, our goal is to make it comprehensive.
  • PRs: #847 and #871

Improvements

• Add fit_time_per_data_point and score_time_per_data_point metrics in CrossValidationReporter plot in #875
• Many miscellaneous improvements

Bugfixes

• Skore UI now updates the connection to the project when it's overwritten in #892
• Warning about undefined pandas dependency removed in #867

Removed

• Remove CrossValidationAggregationItem in #922

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Full Changelog: https://github.com/probabl-ai/skore/commits/0.5.0

Skore 0.4.1

New features

Nothing in this edition. Keep posted to see what's next!

Improvements

• Train_test_split: Add "time-based column" warning
• Item are now alphabetically sorted in the left menu
• Add first-class support for polars dataframes

Bugfixes

Nothing necessary for now!

Full Changelog

Full Changelog: 0.4.0...0.4.1

Skore 0.4.0

New features

• Diagnose thanks to a new wrapper around scikit-learn train_test_split to help use correctly this function
• Visualize through a new view navigation system

Improvements

• Enable direct access to skore in CLI
• Create project through a python API
• Allow to overwrite project directory when creating a new one
• Increment new view default name

Bugfixes

• Compute correctly old version warning state when cards move in drag and drop
• Views actions are now always available
• Accordion items collapse animation should not glitch anymore

Full changelog

Full Changelog: 0.3.0...0.4.0

Skore 0.3.0

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: 0.2.2...0.3.0

Skore 0.2.2

⚠️ 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: 0.2.1...0.2.2

Skore 0.2.1

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
  • 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: 0.2.0...0.2.1

Skore 0.2.0

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: 0.1.1...0.2.0

Skore 0.1.1

What's Changed

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

New Contributors

• @sylvaincom made their first contribution in #413

Full Changelog: 0.1.0...0.1.1

Skore 0.1.0

What's Changed

• feat(item): Implement basic __repr__ for Item by @augustebaum in #442
• fix(docs): Fix basic_usage notebook by @augustebaum in #441
• chore: Move python code to its own directory by @thomass-dev in #440
• fix(readme): Fix badges by @thomass-dev in #444
• docs: Fix the skore description in PyPI by @thomass-dev in #445
• fix(Makefile): Fix missing LICENSE and README.md in install-skore by @thomass-dev in #447

Full Changelog: 0.0.1-rc.6...0.1.0

Skore 0.0.1-rc.6

What's Changed

• Backend/frontend workflow runs when pull_request is opened, synchronize, or reopened by @thomass-dev in #401
• docs: Improve documentation by @augustebaum in #410
• doc: Update readme's badges by @rouk1 in #416
• ci: Enforce conventional commit format in PR title by @augustebaum in #398
• feat(ui): Present items as a hierarchical list by @rouk1 in #406
• ci: Add pip/npm cache in workflows by @thomass-dev in #418
• build: Refine the build-frontend instructions in Makefile by @thomass-dev in #417
• docs: Promote repository primary language to python by @tuscland in #419
• refactor(launch): Replace thread with lifespan event for opening the browser by @augustebaum in #421
• fix(SklearnBaseEstimatorItem): Temporarily disable skops's security feature by @thomass-dev in #420
• docs: Enhance description of project on PyPI (#395) by @tuscland in #423
• feat: Add a convenient way of outputting system and dependency versions (#425) by @tuscland in #426
• docs(contributing): Add minimal standard for contributing documentation by @augustebaum in #429
• chore: Create issue templates (#371) by @tuscland in #428
• ci(dependabot): Add rules to update github-actions/npm/pip by @thomass-dev in #430
• ci: Modularize CI pipeline and test Python >= 3.11 by @thomass-dev in #402
• feat(UI & API): Manage views in the frontend by @rouk1 in #414
• chore(pip dependencies): Bump requirements by @thomass-dev in #437
• ci(dependabot): Add prefix to the PR created by dependabot by @thomass-dev in #436
• chore: Rename frontend folder to skore-ui by @rouk1 in #439

Full Changelog: 0.0.1-rc.5...0.0.1-rc.6