Alternatives and similar repositories for fairtest

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

• algofairness / fairness-comparison
  Comparing fairness-aware machine learning techniques.
  ☆161Updated 3 years ago
• adebayoj / fairml
  ☆366Updated 4 years ago
• megantosh / fairness_measures_code
  ☆40Updated last year
• algofairness / BlackBoxAuditing
  Research code for auditing and exploring black box machine-learning models.
  ☆132Updated 2 years ago
• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆127Updated 5 years ago
• pymetrics / audit-ai
  detect demographic differences in the output of machine learning models or other assessments
  ☆319Updated 5 years ago
• ustunb / actionable-recourse
  python tools to check recourse in linear classification
  ☆76Updated 5 years ago
• LASER-UMASS / Themis
  Themis™ is a software fairness tester.
  ☆108Updated 5 years ago
• algofairness / runaway-feedback-loops-src
  Accompanying source code for "Runaway Feedback Loops in Predictive Policing"
  ☆17Updated 8 years ago
• jphall663 / xai_misconceptions
  Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!
  ☆29Updated 6 years ago
• equialgo / fairness-in-ml
  This repository contains the full code for the "Towards fairness in machine learning with adversarial networks" blog post.
  ☆119Updated 4 years ago
• google / ml-fairness-gym
  ☆316Updated 2 years ago
• ResponsiblyAI / responsibly
  Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
  ☆98Updated 2 years ago
• propublica / compas-analysis
  Data and analysis for 'Machine Bias'
  ☆671Updated 8 years ago
• jphall663 / secure_ML_ideas
  Practical ideas on securing machine learning models
  ☆37Updated 4 years ago
• ayong8 / FairSight
  A visual analytic system for fair data-driven decision making
  ☆26Updated 3 years ago
• linkedin / LiFT
  The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning wo…
  ☆174Updated last month
• geomblog / fairness
  Repo for GIAN fairness course
  ☆54Updated 9 years ago
• fat-forensics / fat-forensics
  Modular Python Toolbox for Fairness, Accountability and Transparency Forensics
  ☆77Updated 2 years ago
• ustunb / risk-slim
  simple customizable risk scores in python
  ☆142Updated 2 years ago
• dssg / aequitas
  Bias Auditing & Fair ML Toolkit
  ☆747Updated last week
• fairmlbook / fairmlbook.github.io
  ☆32Updated 2 years ago
• numeristical / introspective
  Repo for the ML_Insights python package
  ☆153Updated 9 months ago
• tmadl / sklearn-interpretable-tree
  Simplified tree-based classifier and regressor for interpretable machine learning (scikit-learn compatible)
  ☆46Updated 4 years ago
• lydiatliu / delayedimpact
  Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)
  ☆14Updated 3 years ago
• opendp / smartnoise-samples
  Code samples and documentation for SmartNoise differential privacy tools
  ☆134Updated 3 years ago
• DataResponsibly / FairPrep
  FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.
  ☆11Updated 2 years ago
• kiprotect / data-privacy-for-data-scientists
  A workshop on data privacy methods for data scientists.
  ☆72Updated 3 years ago
• conversationai / unintended-ml-bias-analysis
  ☆332Updated this week
• yoshavit / fairml-farm
  A collection of implementations of fair ML algorithms
  ☆12Updated 8 years ago