H2O.ai Machine Learning Interpretability Resources
Explainable AI framework for data scientists. Explain & debug any blackb...
A Python package implementing a new interpretable machine learning model...
📍 Interactive Studio for Explanatory Model Analysis
💡 Adversarial attacks on explanations and how to defend them
Layer-wise Relevance Propagation (LRP) for LSTMs.
Visualization tool for Graph Neural Networks
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring p...
Zennit is a high-level framework in Python using PyTorch for explaining/...
Explanatory Model Analysis. Explore, Explain and Examine Predictive Models
Detect model's attention
COVID-Net Open Source Initiative - Models and Data for COVID-19 Detectio...
Code for our USENIX Security 2021 paper -- CADE: Detecting and Explainin...
A PyTorch 1.6 implementation of Layer-Wise Relevance Propagation (LRP).
Fast approximate Shapley values in R