Pinned Repositories
DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
ebm2onnx
A tool to convert EBM models to ONNX
FasterRisk
Create sparse and accurate risk scoring systems!
gam-changer
Editing machine learning models to reflect human knowledge and values
interpret
Fit interpretable models. Explain blackbox machine learning.
interpret-community
Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
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.
LLM-Tabular-Memorization-Checker
Testing Language Models for Memorization of Tabular Datasets.
slicer
Unified slicing for all Python data structures.
TalkToEBM
A Natural Language Interface to Explainable Boosting Machines
InterpretML's Repositories
interpretml/interpret
Fit interpretable models. Explain blackbox machine learning.
interpretml/DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
interpretml/interpret-community
Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
interpretml/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.
interpretml/gam-changer
Editing machine learning models to reflect human knowledge and values
interpretml/TalkToEBM
A Natural Language Interface to Explainable Boosting Machines
interpretml/slicer
Unified slicing for all Python data structures.
interpretml/FasterRisk
Create sparse and accurate risk scoring systems!
interpretml/LLM-Tabular-Memorization-Checker
Testing Language Models for Memorization of Tabular Datasets.
interpretml/fastSparse
interpretml/ebm2onnx
A tool to convert EBM models to ONNX
interpretml/kdd2022-tutorial
Tutorial on Glassbox Machine Learning at KDD 2022
interpretml/interpretml.github.io
webpage for InterpretML
interpretml/docs
Hosts static files specific to documentation.
interpretml/governance