interpretable-machine-learning topic
xai_resources
Interesting resources related to XAI (Explainable Artificial Intelligence)
mli-resources
H2O.ai Machine Learning Interpretability Resources
explainx
Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms...
modelStudio
📍 Interactive Studio for Explanatory Model Analysis
pyss3
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)
adversarial-explainable-ai
💡 Adversarial attacks on explanations and how to defend them
cnn-interpretability
🏥 Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease
cnn-exposed
🕵️♂️ Interpreting Convolutional Neural Network (CNN) Results.
pyGAM
[HELP REQUESTED] Generalized Additive Models in Python
shapFlex
An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model