pymetrics / audit-ai
detect demographic differences in the output of machine learning models or other assessments
☆312Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for audit-ai
- ☆360Updated 3 years ago
- A library that implements fairness-aware machine learning algorithms☆124Updated 4 years ago
- Bias Auditing & Fair ML Toolkit☆692Updated 2 months ago
- Research code for auditing and exploring black box machine-learning models.☆130Updated last year
- The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…☆168Updated last year
- Comparing fairness-aware machine learning techniques.☆159Updated last year
- ☆56Updated 3 years ago
- H2O.ai Machine Learning Interpretability Resources☆483Updated 3 years ago
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆673Updated 4 months ago
- ☆312Updated last year
- General Purpose Risk Modeling and Prediction Toolkit for Policy and Social Good Problems☆187Updated last week
- Themis™ is a software fairness tester.☆101Updated 4 years ago
- Tabular feature encoding pipelines for machine learning with options for string parsing, missing data infill, and stochastic perturbation…☆165Updated 2 months ago
- python tools to check recourse in linear classification☆74Updated 3 years ago
- ☆101Updated last year
- A command line tool to easily add an ethics checklist to your data science projects.☆289Updated 4 months ago
- Data Analysis Baseline Library☆725Updated 3 months ago
- Implementation of statistical models to analyze time lagged conversions☆258Updated 5 months ago
- ☆259Updated 7 months ago
- Library for Semi-Automated Data Science☆333Updated last month
- A toolkit that streamlines and automates the generation of model cards☆423Updated last year
- Data and analysis for 'Machine Bias'☆629Updated 7 years ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆117Updated 3 years ago
- SOON TO BE DEPRECATED - Private machine learning progress☆470Updated 4 years ago
- Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world d…☆421Updated 5 months ago
- A privacy preserving NLP framework☆198Updated last year
- A workshop on data privacy methods for data scientists.☆69Updated 2 years ago
- Repo for GIAN fairness course☆54Updated 7 years ago
- All about explainable AI, algorithmic fairness and more☆107Updated last year