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DOC: finalize migration guide (#704)
--------- Co-authored-by: Valentin Laurent <[email protected]>
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HISTORY.rst

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* Major update, including a complete classification and regression public API rework, and a documentation revamp
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* Other parts of the public API have been improved as well
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* See the v1_changelog_and_migration_guide.rst documentation file for an extensive user-focused changelog
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* See the v1_release_notes.rst documentation file for extensive and user-focused release notes
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* This update also includes developer experience improvements
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0.9.2 (2025-15-01)
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doc/index.rst

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quick_start
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split_cross_conformal
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choosing_the_right_algorithm
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v1_migration_guide
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v1_release_notes
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.. toctree::
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:maxdepth: 2

doc/v1_migration_guide.rst renamed to doc/v1_release_notes.rst

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mapie/classification.py

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"""
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Note to users: _MapieClassifier is now private, and may change at any time.
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Please use CrossConformalClassifier or CrossConformalClassifier instead.
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See the v1 migration guide for more information.
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See the v1 release notes for more information.
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Prediction sets for classification.
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mapie/regression/quantile_regression.py

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"""
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Note to users: _MapieQuantileRegressor is now private, and may change at any time.
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Please use ConformalizedQuantileRegressor instead.
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See the v1 migration guide for more information.
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See the v1 release notes for more information.
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This class implements the conformalized quantile regression strategy
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as proposed by Romano et al. (2019) to make conformal predictions.

mapie/regression/regression.py

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Note to users: _MapieRegressor is now private, and may change at any time.
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Please use CrossConformalRegressor, CrossConformalRegressor or
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JackknifeAfterBootstrapRegressor instead.
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See the v1 migration guide for more information.
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See the v1 release notes for more information.
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Prediction interval with out-of-fold conformity scores.
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