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HISTORY.rst

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* Add `** predict_params` in fit and predict method for Mapie Classifier
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* Add `** predict_params` in fit and predict method for Mapie Regression
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* Update the ts-changepoint notebook with the tutorial
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* Change import related to conformity scores into ts-changepoint notebook
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* Replace `assert np.array_equal` by `np.testing.assert_array_equal` in Mapie unit tests
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* Replace `github.com/simai-ml/MAPIE` by `github.com/scikit-learn-contrib/MAPIE`in all Mapie files
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* Extend `ConformityScore` to support regression (with `BaseRegressionScore`) and to support classification (with `BaseClassificationScore`)

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