Skore 0.6.1

New features

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

Improvements

Many documentation improvements.

Bugfixes

Nothing necessary for now!

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Full Changelog: 0.6.0...0.6.1

Skore 0.6.0

This release adds several major features. It contains breaking changes.

New features

• Add EstimatorReport in #997
• Revamp CrossValidationReport thanks to EstimatorReport in #1091
• Add notes to the version of an item in #1084, #1101, #1138
• Enable what you put is what you get in #1052

Features improvement

• Prettify warning in train_test_split in #1086
• Refine ML task detection logic in #1133
• Add markdown editor to annotate item in #1082
• Improve the format of numbers in cv report in #1148

Bugfix

• several UI improvements

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Full Changelog: 0.5.1...0.6.0

Skore 0.6 - rc 1

This release adds several major features. It contains breaking changes.

New features

• Add EstimatorReport in #997
• Revamp CrossValidationReport thanks to EstimatorReport in #1091
• Add notes to the version of an item in #1084, #1101, #1138
• Enable what you put is what you get in #1052

Features improvement

• Prettify warning in train_test_split in #1086
• Refine ML task detection logic in #1133
• Add markdown editor to annotate item in #1082
• Improve the format of numbers in cv report in #1148

Bugfix

• several UI improvements

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Full Changelog: 0.5.1...0.6.0-rc.0

Skore 0.5.1

New features

• Single open command instead of create and load commands in #992
• Light/dark theme toggle in skore UI in #988

Improvements

• Replace neg_* metrics with their positive counterparts in #975
• Split time-related results of CrossValidationReporter into their own plots in #986
• Improve colors and add friendly verbose in CLI in #960 & #962
• Use skore-ui widgets in notebooks in #926
• Indicate whether metrics are lower/higher-means-better in CrossValidationReporter in #1053

Bugfixes

• fix: Fix quickstart instruction in CLI in #1048
• fix: Make skore.show_versions() robust to version specifiers in requirements in #1056

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Full Changelog: 0.5.0...0.5.1

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