Projects in Awesome Lists tagged with fairness

https://github.com/trusted-ai/aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai

Last synced: 07 Apr 2026

https://github.com/Trusted-AI/AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

ai artificial-intelligence bias bias-correction bias-detection bias-finder bias-reduction codait deep-learning discrimination fairness fairness-ai fairness-awareness-model fairness-testing ibm-research ibm-research-ai machine-learning python r trusted-ai

Last synced: 27 Mar 2025

https://github.com/fairlearn/fairlearn

A Python package to assess and improve fairness of machine learning models.

ai ai-systems artificial-intelligence fairness fairness-ai fairness-assessment fairness-ml group-fairness harms machine-learning responsible-ai unfairness-mitigation

Last synced: 12 May 2025

https://github.com/microsoft/responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

data-analysis data-science data-visualization error-analysis explainability explainable-ai explainable-ml fairness fairness-ai fairness-ml interpretability jupyter machine-learning machinelearning ml responsible-ai ui visualization widget widgets

Last synced: 13 May 2025

https://github.com/ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai

Last synced: 14 Mar 2025

https://modeloriented.github.io/DALEX/

moDel Agnostic Language for Exploration and eXplanation

black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai

Last synced: 10 Jul 2025

https://github.com/modeloriented/dalex

moDel Agnostic Language for Exploration and eXplanation

black-box dalex data-science explainable-ai explainable-artificial-intelligence explainable-ml explanations explanatory-model-analysis fairness iml interpretability interpretable-machine-learning machine-learning model-visualization predictive-modeling responsible-ai responsible-ml xai

Last synced: 14 May 2025

https://github.com/gnolang/gno

Gno: An interpreted, stack-based Go virtual machine to build succinct and composable apps + gno.land: a blockchain for timeless code and fair open-source.

bft blockchain composability concurrency cosmos fairness gno gnoland gnolang gnovm golang hacktoberfest interpreter proof-of-contribution smart-contracts tendermint tendermint2 truth-discovery virtual-machine web3

Last synced: 14 Jan 2026

https://github.com/satmihir/fair

A Go library for serving resources fairly

distributed-systems fairness go-library throttling

Last synced: 18 Feb 2026

https://github.com/dssg/aequitas

Bias Auditing & Fair ML Toolkit

bias fairness fairness-testing machine-bias

Last synced: 21 Jan 2026

https://github.com/jphall663/interpretable_machine_learning_with_python

Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

accountability data-mining data-science decision-tree fairness fatml gradient-boosting-machine h2o iml interpretability interpretable interpretable-ai interpretable-machine-learning interpretable-ml lime machine-learning machine-learning-interpretability python transparency xai

Last synced: 16 May 2025

https://github.com/h2oai/mli-resources

H2O.ai Machine Learning Interpretability Resources

accountability data-mining data-science explainable-ml fairness fatml h2o iml interpretability interpretable-ai interpretable-machine-learning interpretable-ml jupyter-notebooks machine-learning machine-learning-interpretability mli python transparency xai xgboost

Last synced: 05 Apr 2025

https://github.com/adebayoj/fairml

auditing-predictive-models discrimination fairness model-criticism prediction-model toolbox

Last synced: 09 Apr 2026

https://github.com/yromano/cqr

Conformalized Quantile Regression

algorithmic-fairness conformal-methods conformal-prediction deep-learning fairness prediction prediction-intervals pytorch quantile-regression random-forest random-forest-regression

Last synced: 15 Mar 2025

https://cvs-health.github.io/langfair/

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

ai ai-safety artificial-intelligence bias bias-detection ethical-ai fairness fairness-ai fairness-ml fairness-testing large-language-models llm llm-evaluation llm-evaluation-framework llm-evaluation-metrics python responsible-ai

Last synced: 16 Jun 2026

https://github.com/twitter-research/image-crop-analysis

Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency

bias computer-vision fairness fairness-ml image-processing machine-learning research

Last synced: 27 Mar 2025

https://github.com/cvs-health/langfair

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

ai ai-safety artificial-intelligence bias bias-detection ethical-ai fairness fairness-ai fairness-ml fairness-testing large-language-models llm llm-evaluation llm-evaluation-framework llm-evaluation-metrics python responsible-ai

Last synced: 13 Oct 2025

https://github.com/linkedin/lift

The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.

fairness fairness-ai fairness-ml linkedin machine-learning scala spark

Last synced: 21 Mar 2025

https://github.com/thu-ml/mmtrusteval

A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)

benchmark claude fairness gpt-4 mllm multi-modal privacy robustness safety toolbox trustworthy-ai truthfulness

Last synced: 05 Apr 2025

https://github.com/laura-rieger/deep-explanation-penalization

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

ai artificial-intelligence cdep convolutional-neural-network data-science deep-learning explainability explainable-ai fairness fairness-ml feature-importance interpretability interpretable-deep-learning jupyter-notebook machine-learning ml neural-network python pytorch recurrent-neural-network

Last synced: 08 May 2025

https://github.com/cosmicBboy/themis-ml

A library that implements fairness-aware machine learning algorithms

accountability discrimination ethics fairness machine-learning-algorithms social-bias transparency

Last synced: 13 Mar 2025

https://github.com/hiepler/euconform

EU AI Act Compliance Tool - Risk classification and bias testing

ai ai-act compliance eu-ai-act fairness nextjs open-source typescript

Last synced: 15 Apr 2026

https://github.com/thu-ml/MMTrustEval

A toolbox for benchmarking trustworthiness of multimodal large language models (MultiTrust, NeurIPS 2024 Track Datasets and Benchmarks)

benchmark claude fairness gpt-4 mllm multi-modal privacy robustness safety toolbox trustworthy-ai truthfulness

Last synced: 27 Jul 2025

https://github.com/feedzai/fairgbm

Train Gradient Boosting models that are both high-performance *and* Fair!

fairness fairness-ml gbm gradient-boosting lightgbm tabular-data

Last synced: 05 Apr 2025

https://github.com/ResponsiblyAI/responsibly

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

artificial-intelligence audit bias bias-correction bias-finder bias-reduction data-science ethics fairness fairness-ai fairness-awareness-model fairness-ml fairness-testing machine-bias machine-learning natural-language-processing python

Last synced: 19 Apr 2025

https://github.com/responsiblyai/responsibly

Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰

artificial-intelligence audit bias bias-correction bias-finder bias-reduction data-science ethics fairness fairness-ai fairness-awareness-model fairness-ml fairness-testing machine-bias machine-learning natural-language-processing python

Last synced: 30 Oct 2025

https://github.com/synthesized-io/fairlens

Identify bias and measure fairness of your data

bias data data-analysis data-science fairness ml pandas python statistics

Last synced: 24 Jun 2025

https://github.com/yongkaiwu/FairAI

This is a collection of papers and other resources related to fairness.

aaai ai aistats algorithm artificial-intelligence bias cikm discrimination ethics fair fairness fate icdm icml ijcai kdd machine-learning nips papers uai

Last synced: 06 May 2025

https://github.com/apple/dnikit

A Python toolkit for analyzing machine learning models and datasets.

ai bias compression data data-duplication fairness fairness-ml introspection machine-learning ml python

Last synced: 19 Oct 2025

https://github.com/hackathonners/vania

A module which fairly distributes a list of arbitrary objects among a set of targets, considering weights.

distribution fairness linear model module programming task

Last synced: 14 Jan 2026

https://github.com/envek/sidekiq-fair_tenant

Sidekiq middleware to re-route “greedy” clients’ jobs to slower queues

fairness multitenancy sidekiq

Last synced: 08 May 2025

https://github.com/Envek/sidekiq-fair_tenant

Sidekiq middleware to re-route “greedy” clients’ jobs to slower queues

fairness multitenancy sidekiq

Last synced: 11 May 2025

https://github.com/Hackathonners/vania

A module which fairly distributes a list of arbitrary objects among a set of targets, considering weights.

distribution fairness linear model module programming task

Last synced: 07 May 2025

https://github.com/aws/amazon-sagemaker-clarify

Fairness Aware Machine Learning. Bias detection and mitigation for datasets and models.

fairness fairness-ai fairness-ml machine-learning

Last synced: 08 Apr 2026

https://github.com/fat-forensics/fat-forensics

Modular Python Toolbox for Fairness, Accountability and Transparency Forensics

accountability explainability explainable-ai fairness interpretability interpretable-ai machine-learning transparency

Last synced: 27 Mar 2025

https://github.com/anish-agnihotri/blog-effective-nft-launches-data

Data+code for NFT launch guide blogpost.

data exploiting fairness launches nft

Last synced: 14 Apr 2025

https://github.com/romanlutz/responsibleai

A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.

artificial-intelligence bias discrimination fairness hiring-algorithms machine-learning responsible-ai

Last synced: 14 Feb 2026

https://romanlutz.github.io/ResponsibleAI/

A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.

artificial-intelligence bias discrimination fairness hiring-algorithms machine-learning responsible-ai

Last synced: 17 Jan 2026

https://github.com/educationaltestingservice/rsmtool

A Python package to facilitate research on building and evaluating automated scoring models.

automated-scoring-engines fairness hacktoberfest python scikit-learn scoring-models visualization

Last synced: 04 Apr 2025

https://github.com/ibm/infairness

PyTorch package to train and audit ML models for Individual Fairness

fairness fairness-ai individual-fairness machine-learning pytorch responsible-ai trustworthy-machine-learning

Last synced: 15 Mar 2025

https://github.com/fair-software/howfairis

Command line tool to analyze a GitHub or GitLab repository's compliance with the fair-software.eu recommendations

fair fair-software fair4rs fairness research-software

Last synced: 02 Apr 2026

https://github.com/humansensinglab/ITI-GEN

[ICCV 2023 Oral, Best Paper Finalist] ITI-GEN: Inclusive Text-to-Image Generation

debiasing diffusion-models fairness inclusiveness prompt-tuning responsible-ai stable-diffusion text-to-image-generation

Last synced: 27 Mar 2025

https://github.com/g-andrade/aequitas

Fairness regulator and rate limiter

fairness outlier-detection rate-limiting

Last synced: 13 Apr 2025

https://github.com/sail-sg/finetune-fair-diffusion

Code of the paper: Finetuning Text-to-Image Diffusion Models for Fairness

diffusion-models fairness text-to-image trustworthy-ai

Last synced: 18 Jul 2025

https://github.com/alexcambose/provably-fair-example

Provably fair implementation done in javascript.

betting blockchain casino dice fairness gambling hash javascript legal nonce provable-things provably-fair pseudo-random random seed

Last synced: 13 Apr 2025

https://github.com/princeton-nlp/mabel

EMNLP 2022: "MABEL: Attenuating Gender Bias using Textual Entailment Data" https://arxiv.org/abs/2210.14975

contrastive-learning fairness gender-bias natural-language-processing

Last synced: 27 Apr 2025

https://github.com/oracle/guardian-ai

Oracle Guardian AI Open Source Project is a library consisting of tools to assess fairness/bias and privacy of machine learning models and data sets.

accelerated-data-science bias-mitigation fairness machine-learning oci oracle privacy responsible-ai

Last synced: 09 Apr 2025

https://github.com/libr-ai/fairlib

A framework for assessing and improving classification fairness.

deep-learning fairness machine-learning pytorch

Last synced: 14 Dec 2025

https://github.com/microsoft/responsible-ai-workshop

Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice

error-analysis explainability explainable-ai explainable-ml fairness fairness-ai fairness-ml jupyter-notebook machine-learning ml mlops-workshop principles responsible-ai widgets

Last synced: 16 Mar 2026

https://github.com/ashryaagr/fairness.jl

Julia Toolkit with fairness metrics and bias mitigation algorithms

bias-audit bias-mitigation fairness fairness-assessment fairness-ml julia machine-learning mlj

Last synced: 15 Apr 2025

https://github.com/mlr-org/mcboost

Multi-Calibration & Multi-Accuracy Boosting for R

bias-correction bias-detection classification ethics fairness fairness-ai fairness-ml machine-learning post-processing responsible-ai

Last synced: 15 Mar 2026

https://github.com/oracle-samples/automlx

This repository contains demo notebooks (sample code) for the AutoMLx (automated machine learning and explainability) package from Oracle Labs.

ai automated-machine-learning automl automlx classification data-science explainability fairness fairness-ai hyperparameter-optimization interpretability machine-learning machine-learning-explainability mlx oracle python regression timeseries-forecasting tuning unsupervised-anomaly-detection

Last synced: 01 Jul 2025

https://github.com/RuntianZ/doro

Distributional and Outlier Robust Optimization (ICML 2021)

distributional-shift fairness machine-learning

Last synced: 08 May 2025

https://github.com/peremartra/optipfair

Structured pruning and bias visualization for Large Language Models. Tools for LLM optimization and fairness analysis.

activation-analysis bias-detection bias-mitigation fairness large-language-models llm model-pruning python structured-pruning transformers

Last synced: 24 Feb 2026

https://github.com/aida-ugent/fairret

A fairness library in PyTorch.

ai artificial-intelligence bias deep-learning fairness fairness-ai fairness-ml machine-learning python pytorch

Last synced: 10 Sep 2025

https://github.com/wearepal/ethicml

Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency

algorithmic-fairness computer-vision data-science ethical-artificial-intelligence ethical-data-science fairness fairness-ai fairness-assessment fairness-awareness-model fairness-comparison fairness-ml machine-bias machine-learning pytorch responsible-ai toolkit

Last synced: 21 Aug 2025

https://github.com/google-deepmind/wasserstein_fairness

An implementation of Wasserstein Fair Classification, a conference paper submitted to UAI 2019.

fairness optimal-transport

Last synced: 13 Oct 2025

https://github.com/jphall663/hc_ml

Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.

accountability data-mining data-science explainable-ai explainable-ml fairness fairness-ai fairness-ml fatml iml interpretability interpretable-ai interpretable-machine-learning interpretable-ml machine-learning machine-learning-interpretability transparency xai

Last synced: 27 Jan 2026

https://github.com/andrefcruz/bias-detection

Detection of propaganda or partisan allegiance in natural text.

bias-detection fairness hyperpartisan-news machine-learning propaganda pytorch

Last synced: 21 Aug 2025

https://github.com/navdeep-g/interpretable-ml

Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.

accountability data-mining data-science decision-trees fairness fatml gradient-boosting-machine iml interpretability interpretable interpretable-ai interpretable-machine-learning interpretable-ml lime machine-learning machine-learning-interpretability python transparency xai

Last synced: 12 Mar 2026

https://github.com/csinva/matching-with-gans

Matching in GAN latent space for better bias benchmarking and semantic image editing. 👶🏻🧒🏾👩🏼‍🦰👱🏽‍♂️👴🏾

ai bias causal-inference computer-vision deep-learning disentanglement facial-recognition fairness gan ml neural-network python3 pytorch stylegan2

Last synced: 15 Jul 2025

https://github.com/ahxt/fair_fairness_benchmark

FFB: A Fair Fairness Benchmark for In-Processing Group Fairness Methods.

demographic-parity fairness

Last synced: 15 Aug 2025

https://github.com/waterfutures/water-futures-battle

Part of the Battle of Water Networks competition series | WDSA/CCWI 2026, May 18-21, Paphos, Cyprus. Design & operate water distribution systems under deep uncertainty, featuring staged interventions, AI & policymaking.

artificial-intelligence battle-of-the-water-networks-series competition decision-making-under-uncertainty deep-uncertainty fairness horizon-europe multi-objective-optimization open-source python smart-cities urban-water water-distribution-networks water-management wdsa-ccwi

Last synced: 28 Feb 2026

https://github.com/michael-spengler/fairness

It's about Fairness. Supporting the CULT Family https://github.com/orgs/cultfamily-on-github/repositories

cult cultdao fairness

Last synced: 07 Aug 2025

https://github.com/mlr-org/mlr3fairness

mlr3 extension for Fairness in Machine Learning

fairness machine-learning mlr3 r r-package

Last synced: 07 Oct 2025

https://github.com/summerscope/summerchildpy

Sweet Summer Child Score: A risk assessment quiz for automation and ML

ai evaluation fairness ml risk score

Last synced: 02 May 2025

https://github.com/mahmoodlab/cpath_demographics

Demographic bias in misdiagnosis by computational pathology models - Nature Medicine

ai-bias-testing ai-fairness ai-health ai4health ai4health-bias algorithimic-fairness bias-fairness-metrics computational-pathology demographic-bias digital-pathology ebrains fairness health-disparities pathology-bias pathology-disparities quantitative-pathology tcga-data

Last synced: 28 Apr 2025

https://github.com/mahmoodlab/CPATH_demographics

Demographic bias in misdiagnosis by computational pathology models - Nature Medicine

ai-bias-testing ai-fairness ai-health ai4health ai4health-bias algorithimic-fairness bias-fairness-metrics computational-pathology demographic-bias digital-pathology ebrains fairness health-disparities pathology-bias pathology-disparities quantitative-pathology tcga-data

Last synced: 06 May 2025

https://github.com/MarcelRobeer/explabox

Explore/examine/explain/expose your model with the explabox!

explainable-ai explainable-ml fairness interpretable-machine-learning machine-learning python responsible-ai robustness

Last synced: 11 May 2025

https://github.com/google-research-datasets/nlp-fairness-for-india

Contains data resources to replicate results from the paper “Re-contextualizing Fairness in NLP: The Case of India”.

fairness nlp

Last synced: 26 Jan 2026

https://github.com/amirhosseinhonardoust/workout-efficiency-benchmark

Streamlit + Python pipeline that benchmarks gym workout efficiency (kcal/min) using present sessions only. Generates sortable workout-type benchmarks, distribution plots, fairness-aware gap analysis with uncertainty/low-sample flags, and a data-quality report to prevent misleading comparisons.

analytics benchmarking bias-audit dashboard data-analysis data-quality data-science eda fairness fitness health-data pandas plotly python reporting reproducible-research statistics streamlit visualization workout

Last synced: 10 Jun 2026

https://github.com/vegaprotocol/wendy

Wendy, the good little fairness widget

blockchain fairness ordering sequencing

Last synced: 15 Aug 2025

https://github.com/pengyuan-zhou/privacy-preserving-computation-paperlist

Paper list and relevant material for Privacy-Preserving Computation.

differential-privacy ethical-artificial-intelligence ethics fairness federated-learning mpc multiparty-computation privacy-preserving-computation privacy-preserving-machine-learning robustness secure-multi-party-computation security tee trusted-execution-environment trustworthy-ai

Last synced: 29 Jan 2026

https://github.com/eidoslab/unbiased-contrastive-learning

Code for the paper "Unbiased Supervised Contrastive Learning" | ICLR 2023 https://openreview.net/forum?id=Ph5cJSfD2XN

contrastive-learning debiasing deep-learning fairness representation-learning

Last synced: 24 Jun 2025

https://github.com/wearepal/nifr

Null-sampling for Interpretable and Fair Representations

domain-adaptation eccv-2020 fairness invertible-neural-networks pytorch

Last synced: 19 Apr 2025

https://github.com/papachristoumarios/financial-contagion

[WWW 2022] Supplementary Code for "Allocating Stimulus Checks in Times of Crisis"

access-to-opportunity bailouts eisenberg-noe fairness financial-contagion information-network optimization

Last synced: 16 Sep 2025

https://github.com/aida-ugent/debayes

DeBayes: a Bayesian Method for Debiasing Network Embeddings (ICML 2020).

cne debiasing embeddings fairness graphs networks

Last synced: 11 Jul 2025

https://github.com/microsoft/soroush

Microsoft's open source max-min fair solver for cluster scheduling and traffic engineering

cluster-scheduler efficiency fairness max-min resource-allocation scale speed traffic-engineering

Last synced: 30 Jul 2025

https://github.com/rishit-dagli/fairlearn-demos

Demos about Teaching your Models to play fair with FairLearn

ai fairlearn fairness fairness-ml ml

Last synced: 09 May 2025

https://github.com/yochem/bursting-burden

📝 Accompanying code for our paper "Bursting the Burden Bubble: An Assessment of Sharma et al.’s Counterfactual-Based Fairness Metric"

burden certifai fairness metric sharma

Last synced: 30 Apr 2025

https://github.com/kripod/provably-fair-algorithms-whitepaper

Introduction to Provably Fair Gaming Algorithms

algorithm fairness gambling gaming provably-fair whitepaper

Last synced: 02 Feb 2026

https://github.com/pyladiesams/ml-fairness-beginner-nov2021

Assess fairness of machine learning models and choose an appropriate fairness metric for your use case with Fairlearn

fairlearn fairness fairness-ml ml workshop

Last synced: 06 Mar 2026

https://github.com/trustyai-explainability/trustyai-service-operator

TrustyAI's Kubernetes operator

explainable-ai fairness hacktoberfest kubernetes openshift operator trustyai

Last synced: 13 Jul 2025

https://github.com/citp/fairness_diagnostics

Tool to visualize and diagnose fairness issues in machine learning

fairness machine-learning

Last synced: 16 Jun 2025

https://github.com/wearepal/data-domain-fairness

computer-vision cvpr fairness tensorflow

Last synced: 19 Apr 2025

https://github.com/ahxt/new_metric_for_demographic_parity

[TMLR] Retiring ΔDP: New Distribution-Level Metrics for Demographic Parity

demographic-parity fairness fairness-metric

Last synced: 30 Jul 2025

https://github.com/amirhosseinhonardoust/algorithmic-empath-human-fallibility

A deep exploration of Algorithmic Empathy, the next frontier in AI understanding. This project examines how machines can learn from human fallibility, model disagreement, and align with moral reasoning. It blends psychology, fairness metrics, interpretability, and co-learning design into one framework for humane intelligence.

ai algorithmic-bias co-learning cognitive-science data-science empathy ethics fairness human-centered-ai intelligence interpretability machine-learning neural-networks neurosymbolic philosophy psychology reflective-ai research responsible-ai xai

Last synced: 28 Feb 2026

https://github.com/j2kun/fkl-sdm16

Code and experiments for "A confidence-based approach for balancing fairness and accuracy"

fairness machine-learning research-paper

Last synced: 09 Oct 2025

https://github.com/networks-learning/fairhumandecisions

Code and data for "Enhancing the Accuracy and Fairness of Human Decision Making", NeurIPS 2018

fairness graph-algorithms machine-learning online-learning

Last synced: 08 Jul 2025

https://github.com/mzgubic/fairml

Fairness in ML using adversarial training.

adversarial-networks fairness mutual-information pivoting

Last synced: 14 Mar 2025

https://github.com/pyladiesams/ml-fairness-advanced-feb2022

Learn different techniques for mitigating fairness-related harms using Fairlearn.

fairlearn fairness fairness-ml ml workshop

Last synced: 07 May 2025

https://github.com/aida-ugent/otf

Optimal Transport of Classifiers to Fairness (NeurIPS 2022).

fairness optimal-transport pytorch regularizer

Last synced: 12 Oct 2025

https://github.com/alexcambose/zound

Listen to your choice! An app that lets the guests of a party choose wich music to play.

choice cordova democracy fairness freedom material-ui meteor mobile music party react

Last synced: 10 Apr 2026

https://github.com/dylanperdigao/bayesian-optimization-1d-csnn

Source code of the paper entitled "Improving Fraud Detection with 1D-Convolutional Spiking Neural Networks through Bayesian Optimization", and presented at EPIA 2024, the 23rd International Conference on Artificial Intelligence.

1d-convolution bayesian-optimization epia2024 fairness fraud-detection neuromorphic-computing snntorch spiking-neural-networks