Alternatives and similar repositories for fairml

Users that are interested in fairml are comparing it to the libraries listed below

• pymetrics / audit-ai
  detect demographic differences in the output of machine learning models or other assessments
  ☆317Updated 4 years ago
• algofairness / BlackBoxAuditing
  Research code for auditing and exploring black box machine-learning models.
  ☆132Updated 2 years ago
• columbia / fairtest
  ☆57Updated 4 years ago
• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆126Updated 4 years ago
• megantosh / fairness_measures_code
  ☆38Updated last year
• algofairness / fairness-comparison
  Comparing fairness-aware machine learning techniques.
  ☆159Updated 2 years ago
• tmadl / sklearn-expertsys
  Highly interpretable classifiers for scikit learn, producing easily understood decision rules instead of black box models
  ☆490Updated 7 years ago
• dssg / aequitas
  Bias Auditing & Fair ML Toolkit
  ☆725Updated 2 months ago
• h2oai / mli-resources
  H2O.ai Machine Learning Interpretability Resources
  ☆489Updated 4 years ago
• jmcarpenter2 / parfit
  A package for parallelizing the fit and flexibly scoring of sklearn machine learning models, with visualization routines.
  ☆199Updated last year
• marcotcr / anchor
  Code for "High-Precision Model-Agnostic Explanations" paper
  ☆804Updated 2 years ago
• AustinRochford / PyCEbox
  ⬛ Python Individual Conditional Expectation Plot Toolbox
  ☆165Updated 5 years ago
• tmadl / highdimensional-decision-boundary-plot
  Estimating and plotting the decision boundary (decision surface) of machine learning classifiers in higher dimensions (scikit-learn compa…
  ☆232Updated 2 years ago
• LASER-UMASS / Themis
  Themis™ is a software fairness tester.
  ☆104Updated 4 years ago
• suraz09 / FairClassifier
  An open source package that evaluate the fairness of a Neural Network using a fairness metric called p% rule.
  ☆18Updated 6 years ago
• better / convoys
  Implementation of statistical models to analyze time lagged conversions
  ☆261Updated last year
• equialgo / fairness-in-ml
  This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.
  ☆117Updated 4 years ago
• geomblog / fairness
  Repo for GIAN fairness course
  ☆54Updated 8 years ago
• esafak / mca
  Multiple correspondence analysis
  ☆181Updated 2 months ago
• ContextLab / hypertools-paper-notebooks
  Supporting notebooks and data from hypertools paper
  ☆147Updated 6 years ago
• rhiever / sklearn-benchmarks
  A centralized repository to report scikit-learn model performance across a variety of parameter settings and data sets.
  ☆213Updated 7 years ago
• ustunb / actionable-recourse
  python tools to check recourse in linear classification
  ☆76Updated 4 years ago
• nextml / NEXT
  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…
  ☆162Updated last year
• numeristical / introspective
  Repo for the ML_Insights python package
  ☆152Updated 3 months ago
• dabl / dabl
  Data Analysis Baseline Library
  ☆728Updated 6 months ago
• chaserileyroberts / mltest
  Testing framework to simplify writing ML unit tests.
  ☆347Updated 5 years ago
• corels / corels
  Learning Certifiably Optimal Rule Lists
  ☆175Updated 3 years ago
• EducationalTestingService / skll
  SciKit-Learn Laboratory (SKLL) makes it easy to run machine learning experiments.
  ☆556Updated last month
• linkedin / LiFT
  The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…
  ☆172Updated 2 years ago
• jphall663 / interpretable_machine_learning_with_python
  Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, …
  ☆681Updated last year