Conformal Prediction, Machine Learning, Uncertainty, Forecasting, Open Source.
The package also implements Conformal Predictive Systems, which transform point predictions into cumulative distribution functions. As usual, after installing the library with ‘pip install crepes’ from crepes import ConformalRegressor from crepes.fillings import sigma_knn, binning Step 1. One