adebayoj / fairmlLinks
☆368Updated 4 years ago
Alternatives and similar repositories for fairml
Users that are interested in fairml are comparing it to the libraries listed below
Sorting:
- ☆58Updated 4 years ago
- detect demographic differences in the output of machine learning models or other assessments☆320Updated 5 years ago
- Research code for auditing and exploring black box machine-learning models.☆132Updated 2 years ago
- H2O.ai Machine Learning Interpretability Resources☆491Updated 5 years ago
- A library that implements fairness-aware machine learning algorithms☆126Updated 5 years ago
- ☆39Updated last year
- Comparing fairness-aware machine learning techniques.☆160Updated 2 years ago
- Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models☆490Updated 8 years ago
- A package for parallelizing the fit and flexibly scoring of sklearn machine learning models, with visualization routines.☆199Updated last year
- Multiple correspondence analysis☆182Updated 2 weeks ago
- Repo for the ML_Insights python package☆153Updated 7 months ago
- Code for "High-Precision Model-Agnostic Explanations" paper☆812Updated 3 years ago
- Bias Auditing & Fair ML Toolkit☆739Updated last week
- Implementation of statistical models to analyze time lagged conversions☆263Updated last year
- Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compa…☆234Updated 2 years ago
- Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!☆29Updated 6 years ago
- Themis™ is a software fairness tester.☆106Updated 5 years ago
- ⬛ Python Individual Conditional Expectation Plot Toolbox☆165Updated 5 years ago
- This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.☆119Updated 4 years ago
- python tools to check recourse in linear classification☆77Updated 4 years ago
- A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.☆213Updated 8 years ago
- Testing framework to simplify writing ML unit tests.☆346Updated 6 years ago
- An open source package that evaluate the fairness of a Neural Network using a fairness metric called p% rule.☆18Updated 7 years ago
- Demo Weibull Time-to-event Recurrent Neural Network in Keras☆222Updated 6 years ago
- Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …☆679Updated last year
- NEXT is a machine learning system that runs in the cloud and makes it easy to develop, evaluate, and apply active learning in the real-wo…☆163Updated last year
- ☆762Updated 2 years ago
- ☆160Updated 8 years ago
- Supporting notebooks and data from hypertools paper☆147Updated 7 years ago
- Repo for GIAN fairness course☆54Updated 8 years ago