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

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As far as I have noticed, for splitting a node, it is required to compute the beta coefficients for the linear regression model for the node samples, calculate the MSE...

I am interested in finding out if it's possible to use distinct linear models for each interval. To illustrate, if the data is divided into three parts by the binning...

I was going to use PiecewiseRegressor with ARDRegression estimator, and in general an estimator build with a pipeline or Gridsearch model but I am getting this error: `Traceback (most recent...

Since 2019 Scikit-Learn has not included `joblib` but rather uses those calls directly, [link](https://github.com/scikit-learn/scikit-learn/pull/13676). This results in import errors with `mlinsights` if not restricting the version of scikit-learn. Could `mlinsights`...

Currently, the most recent version for macos is 0.5.0. But that requires you to be on an intel processor and an old os (10.15). I've tried many ways to pip...