namkoong-lab/dro

Formulate trained predictors in Gurobi models

Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

High-quality implementations of standard and SOTA methods on a variety of tasks.

A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.

A framework for reproducible, comparable benchmarks

A PyTorch-based End-to-End Predict-then-Optimize Library for Linear and Integer Programming

Deep Declarative Networks