Projects in Awesome Lists by interpretml
A curated list of projects in awesome lists by interpretml .
https://github.com/interpretml/interpret
Fit interpretable models. Explain blackbox machine learning.
ai artificial-intelligence bias blackbox differential-privacy explainability explainable-ai explainable-ml gradient-boosting iml interpretability interpretable-ai interpretable-machine-learning interpretable-ml interpretml machine-learning scikit-learn transparency xai
Last synced: 06 Feb 2026
https://github.com/interpretml/dice
Generate Diverse Counterfactual Explanations for any machine learning model.
counterfactual-explanations deep-learning explainable-ai explainable-ml interpretable-machine-learning machine-learning xai
Last synced: 13 May 2025
https://github.com/interpretml/DiCE
Generate Diverse Counterfactual Explanations for any machine learning model.
counterfactual-explanations deep-learning explainable-ai explainable-ml interpretable-machine-learning machine-learning xai
Last synced: 25 Mar 2025
https://github.com/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.
azure-sdk black-box-explanations data-analyst data-scientists explainer glass-box-explainers grey-box-explainers jupyter-notebook linear-models local-explanations microsoft-azureml nlp nlp-models nlp-scenarios npm python text-classification text-interpretability visualization-dashboard
Last synced: 12 Apr 2025
https://github.com/interpretml/interpret-community
Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.
deep-learning explainer explanationdashboard interpretable-models machine-learning mimic-explainer python pytorch tabular-explainer
Last synced: 15 May 2025
https://github.com/interpretml/gam-changer
Editing machine learning models to reflect human knowledge and values
interpretability machine-learning visualization
Last synced: 26 Apr 2025
https://github.com/interpretml/talktoebm
A Natural Language Interface to Explainable Boosting Machines
Last synced: 07 May 2025
https://github.com/interpretml/fasterrisk
Create sparse and accurate risk scoring systems!
Last synced: 18 Jul 2025
https://github.com/interpretml/slicer
Unified slicing for all Python data structures.
Last synced: 04 Apr 2025
https://github.com/interpretml/llm-tabular-memorization-checker
Testing Language Models for Memorization of Tabular Datasets.
Last synced: 18 Aug 2025
https://github.com/interpretml/ebm2onnx
A tool to convert EBM models to ONNX
Last synced: 26 Apr 2025
https://github.com/interpretml/kdd2022-tutorial
Tutorial on Glassbox Machine Learning at KDD 2022
Last synced: 26 Apr 2025
https://github.com/interpretml/interpretml.github.io
webpage for InterpretML
Last synced: 14 Feb 2026
https://github.com/interpretml/docs
Hosts static files specific to documentation.
Last synced: 19 Mar 2026