Alternatives and similar repositories for FairPrep

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

• koaning / scikit-fairness
  this repo might get accepted
  ☆28Updated 4 years ago
• poloclub / FairVis
  FairVis: Visual Analytics for Discovering Intersectional Bias in Machine Learning
  ☆38Updated last year
• jphall663 / kdd_2019
  Paper and talk from KDD 2019 XAI Workshop
  ☆20Updated 5 years ago
• algofairness / fairness-comparison
  Comparing fairness-aware machine learning techniques.
  ☆159Updated 2 years ago
• yoshavit / fairml-farm
  A collection of implementations of fair ML algorithms
  ☆12Updated 7 years ago
• fat-forensics / fat-forensics
  Modular Python Toolbox for Fairness, Accountability and Transparency Forensics
  ☆77Updated 2 years ago
• ustunb / actionable-recourse
  python tools to check recourse in linear classification
  ☆78Updated 4 years ago
• DataResponsibly / DataSynthesizer
  ☆271Updated last year
• credo-ai / credoai_lens
  Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central …
  ☆47Updated last year
• XAI-ANITI / ethik
  A toolbox for fair and explainable machine learning
  ☆55Updated last year
• stefan-grafberger / mlinspect
  Inspect ML Pipelines in Python in the form of a DAG
  ☆70Updated last year
• cosmicBboy / themis-ml
  A library that implements fairness-aware machine learning algorithms
  ☆126Updated 4 years ago
• corels / pycorels
  Public home of pycorels, the python binding to CORELS
  ☆80Updated 5 years ago
• jphall663 / secure_ML_ideas
  Practical ideas on securing machine learning models
  ☆36Updated 4 years ago
• columbia / fairtest
  ☆58Updated 4 years ago
• algofairness / BlackBoxAuditing
  Research code for auditing and exploring black box machine-learning models.
  ☆132Updated 2 years ago
• microsoft / BackwardCompatibilityML
  Project for open sourcing research efforts on Backward Compatibility in Machine Learning
  ☆73Updated last year
• interpretml / slicer
  Unified slicing for all Python data structures.
  ☆36Updated 3 weeks ago
• interpretml / gam-changer
  Editing machine learning models to reflect human knowledge and values
  ☆127Updated last year
• ayong8 / FairSight
  A visual analytic system for fair data-driven decision making
  ☆25Updated 2 years ago
• ResponsiblyAI / responsibly
  Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
  ☆97Updated last year
• corels / corels
  Learning Certifiably Optimal Rule Lists
  ☆175Updated 3 years ago
• oxfordinternetinstitute / oxonfair
  Fairness toolkit for pytorch, scikit learn and autogluon
  ☆32Updated 8 months ago
• responsible-ai-collaborative / aiid
  The AI Incident Database seeks to identify, define, and catalog artificial intelligence incidents.
  ☆203Updated last week
• megantosh / fairness_measures_code
  ☆38Updated last year
• sumonbis / FairPreprocessing
  This repository contains the artifacts accompanied by the paper "Fair Preprocessing"
  ☆13Updated 4 years ago
• charmlab / mace
  Model Agnostic Counterfactual Explanations
  ☆87Updated 2 years ago
• sdv-dev / RDT
  A library of Reversible Data Transforms
  ☆127Updated last week
• veritas-project / phase1
  ☆20Updated 4 years ago
• ivylee / model-cards-and-datasheets
  A collection of machine learning model cards and datasheets.
  ☆77Updated 3 weeks ago