interpretable-machine-learning topic
awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
diabetes_use_case
Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/
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.
Benchmarking-and-MLI-experiments-on-the-Adult-dataset
Contains benchmarking and interpretability experiments on the Adult dataset using several libraries
DALEX
moDel Agnostic Language for Exploration and eXplanation
interpret
Fit interpretable models. Explain blackbox machine learning.
OmniXAI
OmniXAI: A Library for eXplainable AI
DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
awesome-interpretable-machine-learning