Robust Machine Learning Python Packages

pydvl

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

scikit-clean

A collection of algorithms for detecting and handling label noise

robust-deep-learning

The Robust Deep Learning Library

blades

A Unified Benchmark Suite for Byzantine Attacks and Defenses in Federated Learning

robustloss-lab

Robust classification losses (CCE/SCCE, Focal, GCE) + simple experiment runner