interpretable-ai topic
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
hc_ml
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
interpretable_machine_learning_with_python
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
interpret
Fit interpretable models. Explain blackbox machine learning.
awesome-interpretable-machine-learning
Awesome-explainable-AI
A collection of research materials on explainable AI/ML
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...
adversarial-explainable-ai
💡 Adversarial attacks on explanations and how to defend them