Covariate Shift Python Packages

frouros

Frouros: an open-source Python library for drift detection in machine learning systems.

5K 254 20

popmon

Monitor the stability of a Pandas or Spark dataframe ⚙︎

3K 511 36

detectors

Python package to accelerate research on generalized out-of-distribution (OOD) detection.

2K 15 1

biquality-learn

A Python Library for Biquality Learning

291 16 1

cinnamon

A monitoring tool for machine learning systems that focus on data drift

286 77 7

insurance-covariate-shift

Density ratio correction for insurance pricing book shifts — CatBoost/RuLSIF/KLIEP, LR-QR conformal, FCA SUP 15.3 diagnostics

226 0 0