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Conformalized Quantile Regression

Home Page: https://sites.google.com/view/cqr

License: Other

Python 27.88% Jupyter Notebook 71.89% R 0.22%
algorithmic-fairness conformal-methods conformal-prediction deep-learning fairness prediction prediction-intervals pytorch quantile-regression random-forest random-forest-regression

cqr's Issues

A problem about scikit-garden

When I install scikit-garden, it keeps prompting me that the installation has failed, does anyone have the same problem? If solved, can you share the solution?

data exchangeably

@yromano In conformal prediction, the regression algorithm must treat the data exchangeably. I want to know whether CQR must treat the data exchangeably.

QuantileRegErrFunc does not exist

In one of the examples there is this line: from nonconformist.nc import QuantileRegErrFunc

This error function does not exist in that library.

Building current.

Not sure this is still updated but would be nice to integrate the build with the current packages.

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