InterpretML's starred repositories
gam-changer
Editing machine learning models to reflect human knowledge and values
CGA2M_plus
CGA2M_plus is a Python package of Constraint GA2M plus(CGA2M+), which we proposed. CGA2M+ is a model that improves GA2M in two respects: interpretability and accuracy.
interpret-text
A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.
Benchmarking-and-MLI-experiments-on-the-Adult-dataset
Contains benchmarking and interpretability experiments on the Adult dataset using several libraries
interpret-community
Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.