A library that implements fairness-aware machine learning algorithms
☆126Oct 21, 2020Updated 5 years ago
Alternatives and similar repositories for themis-ml
Users that are interested in themis-ml are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆161May 29, 2020Updated 6 years ago
- Comparing fairness-aware machine learning techniques.☆161Dec 26, 2022Updated 3 years ago
- ☆369May 10, 2021Updated 5 years ago
- python partial dependence plot toolbox☆860Sep 3, 2024Updated last year
- ☆58Apr 7, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation of provably Rawlsian fair ML algorithms for contextual bandits.☆15May 10, 2017Updated 9 years ago
- ☆40Mar 20, 2024Updated 2 years ago
- Blind Justice Code for the paper "Blind Justice: Fairness with Encrypted Sensitive Attributes", ICML 2018☆14Mar 20, 2019Updated 7 years ago
- A post-processing method to create fair rankings wrt ranked group fairness☆15Jun 5, 2019Updated 7 years ago
- List of references about Machine Learning bias and ethics☆64Apr 26, 2023Updated 3 years ago
- Python library with the core algorithms used to do FA*IR ranking.☆16May 13, 2020Updated 6 years ago
- Research code for auditing and exploring black box machine-learning models.☆134May 24, 2023Updated 3 years ago
- FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.☆11Mar 24, 2023Updated 3 years ago
- Tensorflow's Fairness Evaluation and Visualization Toolkit☆358Jul 10, 2026Updated last month
- 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.
- Modelo Latex (GAMBIARRA) de Tese PPGCC - UFMG☆10Jan 24, 2022Updated 4 years ago
- Themis™ is a software fairness tester.☆109Aug 6, 2020Updated 6 years ago
- A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitig…☆2,861Jun 15, 2026Updated 2 months ago
- Fair Statistical Learning Algorithms for Ethical Artificial Intelligence☆27Apr 5, 2023Updated 3 years ago
- A Python package to assess and improve fairness of machine learning models.☆2,283Aug 24, 2026Updated last week
- ☆11Sep 6, 2024Updated last year
- Bias Auditing & Fair ML Toolkit☆772May 12, 2026Updated 3 months ago
- FairPut - Machine Learning Fairness Framework with LightGBM — Explainability, Robustness, Fairness (by @firmai)☆72Oct 20, 2021Updated 4 years ago
- Replication materials for "Algorithmic decision making and the cost of fairness," by Corbett-Davies et al.☆12Jun 1, 2017Updated 9 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- CVPR 2019 paper "Disentangling Adversarial Robustness and Generalization".☆15Oct 28, 2019Updated 6 years ago
- ☆315Mar 8, 2023Updated 3 years ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆120Mar 10, 2021Updated 5 years ago
- Remove problematic gender bias from word embeddings.☆251May 9, 2023Updated 3 years ago
- H2O.ai Machine Learning Interpretability Resources☆489Dec 12, 2020Updated 5 years ago
- Course material for Law, Order, and Algorithms☆10Feb 8, 2020Updated 6 years ago
- Jupyter Notebooks for Strata Data Conference NY 2017 Deep Learning for Recommender Systems Tutorial☆22Sep 26, 2017Updated 8 years ago
- ☆840Jul 1, 2026Updated 2 months ago
- Website for Security and Privacy of Machine Learning☆14Dec 27, 2021Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A python library to discover and mitigate biases in machine learning models and datasets☆20Jul 6, 2023Updated 3 years ago
- Accompanying source code for "Runaway Feedback Loops in Predictive Policing"☆16Dec 13, 2017Updated 8 years ago
- Paper and talk from KDD 2019 XAI Workshop☆19May 31, 2020Updated 6 years ago
- Source code/webpage/demos for the What-If Tool☆1,010Jun 21, 2026Updated 2 months ago
- Machine Learning Data Fairness and Bias☆15Apr 29, 2026Updated 4 months ago
- Awesome list of AI Fairness tools, research papers, tutorials and any other relevant materials. For use by data scientists, AI engineers …☆16Mar 15, 2019Updated 7 years ago
- All about explainable AI, algorithmic fairness and more☆111Sep 24, 2023Updated 2 years ago