Generate Diverse Counterfactual Explanations for any machine learning model.
☆1,518Jul 13, 2025Updated 10 months ago
Alternatives and similar repositories for DiCE
Users that are interested in DiCE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Model Agnostic Counterfactual Explanations☆90Sep 30, 2022Updated 3 years ago
- Algorithms for explaining machine learning models☆2,628Oct 17, 2025Updated 7 months ago
- Fit interpretable models. Explain blackbox machine learning.☆6,871Jun 1, 2026Updated last week
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆443Feb 7, 2025Updated last year
- DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a uni…☆8,136Jun 2, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms☆302Oct 2, 2023Updated 2 years ago
- Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).☆1,592May 26, 2026Updated 2 weeks ago
- Interpretability and explainability of data and machine learning models☆1,779May 22, 2026Updated 2 weeks ago
- CEML - Counterfactuals for Explaining Machine Learning models - A Python toolbox☆47May 30, 2025Updated last year
- moDel Agnostic Language for Exploration and eXplanation☆1,472Jan 20, 2026Updated 4 months ago
- Code accompanying the paper "Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers"☆31Mar 24, 2023Updated 3 years ago
- ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Inte…☆4,654Updated this week
- Uplift modeling and causal inference with machine learning algorithms☆5,858May 16, 2026Updated 3 weeks ago
- Multi-Objective Counterfactuals☆43Jul 8, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A Python library that helps data scientists to infer causation rather than observing correlation.☆2,466Jun 26, 2024Updated last year
- A game theoretic approach to explain the output of any machine learning model.☆25,498Updated this week
- A curated list of awesome responsible machine learning resources.☆4,040Updated this week
- A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in …