skore-hub-project/0.0.5

What's Changed

• feat: Add skore-hub-logout entry-point to remove cached token by @thomass-dev in #1799
• feat!: Refactorize authentication by @thomass-dev in #1804

Full Changelog: skore-hub-project/0.0.4...skore-hub-project/0.0.5

skore/0.9.1

We are now compatible with newer versions of python!

Evolution

• Remove upper bound on Python version, in #1769

New features

• Add Project.delete function, in #1778
• Enable the Comparison of CrossValidationReports, in #1709, #1669 and #1701

Improvements

• Add pos_label directly to Reports constructor in #1773 and #1774
• Simplify api by removing the ability to pass ax, in #1751
• Add default response_method to get_predictions, in #1593
• Allow single instance as well as list for scoring in reporters, in #1644

Bugfix

• Show consistent favorability (↘︎) for Brier score with non-probabilistic classifiers, in #1758
• Raise an error when CrossValidationReport fails before at least one estimator is fitted, in #1574

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Full Changelog: skore/0.9.0...skore/0.9.1

skore-local-project/0.0.2

What's Changed

• chore: Remove upper bound on Python version by @auguste-probabl in #1769
• feat: Add Project.delete function by @thomass-dev in #1777

Full Changelog: skore-local-project/0.0.1...skore-local-project/0.0.2

skore-hub-project/0.0.4

What's Changed

• chore: Remove upper bound on Python version by @auguste-probabl in #1769
• feat: Add Project.delete function by @thomass-dev in #1775

Full Changelog: skore-hub-project/0.0.3...skore-hub-project/0.0.4

skore-hub-project/0.0.3

What's Changed

• feat(skore-hub-project): Add verbose_name to related items by @thomass-dev in #1731

Full Changelog: skore-hub-project/0.0.2...skore-hub-project/0.0.3

Skore 0.9.0

⚠️ breaking changes since previous version!

New features

It is now possible to connect to online projects, with skore hub! For now it's only possible to send EstimatorReports. Other reports and other objects will be added back soon.
It is also possible to explore the various reports in a project thanks to project.metadata.

Improvements

• Add confusion matrix to EstimatorReport, in #1552
• Show chance level in the legend of ROC curve, in #1682
• Add explicit fold numbering in cache predictions when computing CrossValidationReport, in #1628
• Make it possible to pass any scikit-learn metric string to report_metrics, in #1558
• Allow to compare estimators with different pre-processing, as long as y_test is similar, in #1636

Bugfix

• Fix cannot cache unpickable configuration value warning - Sphinx make html process, in #1584
• Do not force installation of polars-lts-cpu on x86_64 platform, in #1618
• Set size limit of DiskCacheStorage from 1go to unlimited, in #1625
• Fix typo in error message, in #1713
• Leverage get_scorer and the fact it is a _BaseScorer, in #1723

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Full Changelog: 0.8.3...0.9.0

skore-hub-project/0.0.2

What's Changed

• fix(skore-hub-project): Increase httpx timeout from 5s to 300s by @thomass-dev in #1712 and #1724
• fix(skore-hub-project): Fix float casting to filter nan/inf by @thomass-dev in #1724

Full Changelog: skore-hub-project/0.0.1...skore-hub-project/0.0.2

skore-local-project/0.0.1

What's Changed

• Add skore-local-project, a new package used to persist projects on local machine, on disk.

skore-hub-project/0.0.1

What's Changed

• Add skore-remote-project, a new package used to exchange with skore hub.

Skore 0.8.3

New features

• feat: Enable CrossValidationReports in ComparisonReport, in #1512

Improvements

• feat: Enable data_source=X_y in CrossValidationReport, in #1564
• feat: Add units for timing-related metrics, in #1543

Bugfix

• fix: Remove brier_score accessor in multiclass classification, in #1541
• fix: Remove RuntimeWarning and prevent crashing kernels, in #1568

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Full Changelog: 0.8.2...0.8.3