khalib is a classifier probability calibration package powered by the Khiops AutoML
suite.
KhalibClassifier: A scikit-learn estimator to calibrate classifiers with a similar interface as CalibratedClassifierCV.calibration_error: A function to estimate the Estimated Calibration Error (ECE).build_reliability_diagram: A function to build a reliability diagram.
These features are based on Khiops's non-parametric supervised histograms, so there is no need to specify the number and width of the bins, as they are automatically estimated from data.
See the documentation for more information.
- Install Khiops
- Install the
khalibpython library:
pip install khalib