blog page - 1/1 Blog
blog page - 1/1¶
Quantile regression with scikit-learn.¶
scikit-learn does not have any quantile regression.
:epkg:`statsmodels` does have one
but I wanted to try something I did for my teachings
based on Iteratively reweighted least squares.
I thought it was a good case study to turn a simple algorithm into
a learner scikit-learn can reused in a pipeline.
The notebook Quantile Regression demonstrates it
and it is implemented in
Function to get insights on machine learned models¶
Machine learned models are black boxes. The module tries to implements some functions to get insights on machine learned models.