Alternatives and similar repositories for fairlearn-proposals:

Users that are interested in fairlearn-proposals are comparing it to the libraries listed below

• PracticalFairness / BookRepo
  ☆14Updated 4 years ago
• jphall663 / GWU_rml
  ☆35Updated this week
• jphall663 / secure_ML_ideas
  Practical ideas on securing machine learning models
  ☆36Updated 3 years ago
• fairlearn / talks
  Talks / presentations / tutorials about Fairlearn and fairness in ML
  ☆22Updated 2 years ago
• lydiatliu / delayedimpact
  Code for reproducing results in Delayed Impact of Fair Machine Learning (Liu et al 2018)
  ☆14Updated 2 years ago
• jphall663 / hc_ml
  Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
  ☆22Updated 5 years ago
• charliemarx / pmtools
  ☆9Updated 4 years ago
• jphall663 / kdd_2019
  Paper and talk from KDD 2019 XAI Workshop
  ☆20Updated 4 years ago
• rcrupiISP / ISParity
  Repository of experiments in fairness Machine Learning.
  ☆9Updated 7 months ago
• yoshavit / fairml-farm
  A collection of implementations of fair ML algorithms
  ☆12Updated 7 years ago
• ustunb / actionable-recourse
  python tools to check recourse in linear classification
  ☆75Updated 4 years ago
• jphall663 / responsible_xai
  Guidelines for the responsible use of explainable AI and machine learning.
  ☆17Updated 2 years ago
• DataResponsibly / FairPrep
  FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.
  ☆11Updated last year
• navdeep-G / interpretable-ml
  Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
  ☆21Updated 2 years ago
• jphall663 / xai_misconceptions
  Preprint/draft article/blog on some explainable machine learning misconceptions. WIP!
  ☆28Updated 5 years ago
• summerscope / fair-ml-reading-group
  Reading history for Fair ML Reading Group in Melbourne
  ☆37Updated 3 years ago
• koaning / brent
  bayesian graphical modelling and a bit of do-calculus for discrete data.
  ☆27Updated 5 years ago
• columbia / fairtest
  ☆58Updated 3 years ago
• IBM / inFairness
  PyTorch package to train and audit ML models for Individual Fairness
  ☆64Updated last year
• algofairness / fairness-comparison
  Comparing fairness-aware machine learning techniques.
  ☆160Updated 2 years ago
• elucherini / t-recs
  A simulator for recommender systems
  ☆43Updated 2 months ago
• veritas-project / phase1
  ☆20Updated 4 years ago
• koaning / scikit-fairness
  this repo might get accepted
  ☆29Updated 4 years ago
• fairmlbook / fairmlbook.github.io
  ☆31Updated last year
• stanford-policylab / recidivism-predictions
  Replication code "The Limits of Human Predictions of Recidivism" by Lin et al. (2020)
  ☆10Updated 4 years ago
• ModelOriented / pyCeterisParibus
  Python library for Ceteris Paribus Plots (What-if plots)
  ☆19Updated 3 years ago
• a-lucic / focus
  ☆16Updated 2 years ago
• thiippal / MoodCat
  MoodCat😼 classifies the mood of English sentences.
  ☆14Updated 2 years ago
• fastai / ethics.fast.ai
  The fast.ai data ethics course
  ☆15Updated 2 years ago
• jphall663 / diabetes_use_case
  Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/
  ☆27Updated 7 months ago