Open Source AI Tools

Lime: Explaining the predictions of any machine learning classifier

Perform data science on data that remains in someone else's server

Visualizations for machine learning datasets

Fit interpretable models. Explain blackbox machine learning.

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

Model interpretability and understanding for PyTorch

A collection of infrastructure and tools for research in neural network interpretability.

DeepVis Toolbox

Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.

Microsoft SEAL is an easy-to-use and powerful homomorphic encryption library.

The Learning Interpretability Tool: Interactively analyze ML models to understand their behavior in an extensible and framework agnostic interface.