Skore

This release contains **breaking changes**! The CrossValidationReporter was removed.

New features

- Add `ComparisonReport` to compare instances of `EstimatorReport`, in https://github.com/probabl-ai/skore/pull/1286
- Add config manager to manage progress bar, in https://github.com/probabl-ai/skore/pull/1334

Improvements

- Remove arrows in the metric names in dataframe to ease its use, in https://github.com/probabl-ai/skore/pull/1329
- Return most native type for metrics in EstimatorReport, in https://github.com/probabl-ai/skore/pull/1283
- Improve the API of EstimatorReport for plots, in https://github.com/probabl-ai/skore/pull/1297 and https://github.com/probabl-ai/skore/pull/1299
- Improve how a project is created and deleted, in https://github.com/probabl-ai/skore/pull/1194 and https://github.com/probabl-ai/skore/pull/1322

Bugfixes

- Fix the residual plot which may be displayed non properly, in https://github.com/probabl-ai/skore/pull/1335

Removed

- Remove CrossValidationReporter, in https://github.com/probabl-ai/skore/pull/1265

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**Full Changelog**: https://github.com/probabl-ai/skore/compare/0.6.1...0.7.0

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**: https://github.com/probabl-ai/skore/compare/0.6.0...0.6.1

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

New features

- Add EstimatorReport in 997
- Revamp CrossValidationReport thanks to EstimatorReport in https://github.com/probabl-ai/skore/pull/1091
- Add notes to the version of an item in https://github.com/probabl-ai/skore/pull/1084, https://github.com/probabl-ai/skore/pull/1101, https://github.com/probabl-ai/skore/pull/1138
- Enable `what you put is what you get` in https://github.com/probabl-ai/skore/pull/1052

Features improvement

- Prettify warning in train_test_split in https://github.com/probabl-ai/skore/pull/1086
- Refine ML task detection logic in https://github.com/probabl-ai/skore/pull/1133
- Add markdown editor to annotate item in https://github.com/probabl-ai/skore/pull/1082
- Improve the format of numbers in cv report in https://github.com/probabl-ai/skore/pull/1148

Bugfix

- several UI improvements


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**Full Changelog**: https://github.com/probabl-ai/skore/compare/0.5.1...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 https://github.com/probabl-ai/skore/pull/1091
- Add notes to the version of an item in https://github.com/probabl-ai/skore/pull/1084, https://github.com/probabl-ai/skore/pull/1101, https://github.com/probabl-ai/skore/pull/1138
- Enable `what you put is what you get` in https://github.com/probabl-ai/skore/pull/1052

Features improvement

- Prettify warning in train_test_split in https://github.com/probabl-ai/skore/pull/1086
- Refine ML task detection logic in https://github.com/probabl-ai/skore/pull/1133
- Add markdown editor to annotate item in https://github.com/probabl-ai/skore/pull/1082
- Improve the format of numbers in cv report in https://github.com/probabl-ai/skore/pull/1148

Bugfix

- several UI improvements


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**Full Changelog**: https://github.com/probabl-ai/skore/compare/0.5.1...0.6.0-rc.0

New features

* Single `open` command instead of create and load commands in https://github.com/probabl-ai/skore/pull/992
* Light/dark theme toggle in skore UI in https://github.com/probabl-ai/skore/pull/988

Improvements

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

Bugfixes

* fix: Fix quickstart instruction in CLI in https://github.com/probabl-ai/skore/pull/1048
* fix: Make skore.show_versions() robust to version specifiers in requirements in https://github.com/probabl-ai/skore/pull/1056

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**Full Changelog**: https://github.com/probabl-ai/skore/compare/0.5.0...0.5.1

New features

- **ActivityFeed**
- Conveniently view all items as they are created.
- PRs: https://github.com/probabl-ai/skore/pull/857 and https://github.com/probabl-ai/skore/pull/848
- **CrossValidationReporter**
- Modular cross validation suite, our goal is to make it comprehensive.
- PRs: https://github.com/probabl-ai/skore/pull/847 and https://github.com/probabl-ai/skore/pull/871

Improvements

- Add `fit_time_per_data_point` and `score_time_per_data_point` metrics in CrossValidationReporter plot in https://github.com/probabl-ai/skore/pull/875
- Many miscellaneous improvements

Bugfixes

- Skore UI now updates the connection to the project when it's overwritten in https://github.com/probabl-ai/skore/pull/892
- Warning about undefined pandas dependency removed in https://github.com/probabl-ai/skore/pull/867

Removed

- Remove `CrossValidationAggregationItem` in https://github.com/probabl-ai/skore/pull/922

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