Bias Auditing & Fair ML Toolkit
☆759May 12, 2026Updated 2 weeks ago
Alternatives and similar repositories for aequitas
Users that are interested in aequitas are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitig…☆2,812Nov 13, 2025Updated 6 months ago
- General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems☆199Mar 18, 2026Updated 2 months ago
- Hands-on tutorial on ML Fairness☆74Aug 7, 2023Updated 2 years ago
- ☆367May 10, 2021Updated 5 years ago
- A Guided Tour of Triage☆16May 3, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A Python package to assess and improve fairness of machine learning models.☆2,239May 11, 2026Updated 2 weeks ago
- detect demographic differences in the output of machine learning models or other assessments☆320Jul 29, 2020Updated 5 years ago
- Comparing fairness-aware machine learning techniques.☆161Dec 26, 2022Updated 3 years ago
- Proceedings of the Center for Data Scientists arguing (about) Public Papers☆17Sep 6, 2018Updated 7 years ago
- ☆58Apr 7, 2021Updated 5 years ago
- ☆315Mar 8, 2023Updated 3 years ago
- Python I/O extras☆19Dec 26, 2022Updated 3 years ago
- Algorithms for explaining machine learning models☆2,628Oct 17, 2025Updated 7 months ago
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆175Dec 19, 2025Updated 5 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Data and analysis for 'Machine Bias'☆687Jun 13, 2017Updated 8 years ago
- Interpretability and explainability of data and machine learning models☆1,776Updated this week
- Repo for ML for Public Policy Lab course at CMU☆122Dec 15, 2025Updated 5 months ago
- Generate Diverse Counterfactual Explanations for any machine learning model.☆1,511Jul 13, 2025Updated 10 months ago
- Fit interpretable models. Explain blackbox machine learning.☆6,852May 19, 2026Updated last week
- XAI - An eXplainability toolbox for machine learning☆1,240Nov 29, 2025Updated 5 months ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆119Mar 10, 2021Updated 5 years ago
- A library that implements fairness-aware machine learning algorithms☆126Oct 21, 2020Updated 5 years ago
- Tensorflow's Fairness Evaluation and Visualization Toolkit☆359Aug 4, 2025Updated 9 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Flexible tool for bias detection, visualization, and mitigation☆85Oct 31, 2025Updated 6 months ago
- The Hitchhiker's Guide to Data Science for Social Good☆1,046May 14, 2026Updated last week
- Python code for training fair logistic regression classifiers.☆191Jan 10, 2022Updated 4 years ago
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆443Feb 7, 2025Updated last year
- Train Gradient Boosting models that are both high-performance *and* Fair!☆108May 18, 2026Updated last week
- FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning☆40Apr 23, 2024Updated 2 years ago
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆682Jun 17, 2024Updated last year
- Source code/webpage/demos for the What-If Tool☆1,004May 12, 2026Updated 2 weeks ago
- Repo for the paper "Promoting Fairness through Hyperparameter Optimization" @ ICDM 2021☆10Feb 15, 2022Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A curated list of awesome responsible machine learning resources.☆4,029Mar 16, 2026Updated 2 months ago
- A command line tool to easily add an ethics checklist to your data science projects.☆308Mar 30, 2026Updated last month
- A game theoretic approach to explain the output of any machine learning model.☆25,470Updated this week
- Research code for auditing and exploring black box machine-learning models.☆134May 24, 2023Updated 3 years ago
- machine learning with logical rules in Python☆659Jan 31, 2024Updated 2 years ago
- H2O.ai Machine Learning Interpretability Resources☆492Dec 12, 2020Updated 5 years ago
- Feedzai's theme for Altair charts.☆15May 15, 2026Updated last week