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Extends scikit-learn with new models, transformers, metrics, plotting.

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I'm trying to build an ensemble learner using PiecewiseTreeRegressors. In doing so, the parameter "sample_weight" is utilized during fitting of the estimator. This throws an error here: https://github.com/sdpython/mlinsights/blob/c23988e57080058686418d9e22401d39865c97ff/mlinsights/mlmodel/piecewise_tree_regression_criterion_linear.pyx#L150 when executing...

I try to capture the outputs of `Estimators` in a `ColumnTransformer` using `alter_pipeline_for_debugging` and `enumerate_pipeline_models`. Yet, all inputs and outputs for the `Estimators`s in a `ColumnTransformer` are not captured. In...

bug

Nothing works with complex pipeline.

bug