Scientific Software
Updated 6 months ago

LangFair — Peer-reviewed • Rank 14.9 • Science 95%

LangFair: A Python Package for Assessing Bias and Fairness in Large Language Model Use Cases - Published in JOSS (2025)

Scientific Software
Updated 6 months ago

mcboost — Peer-reviewed • Rank 11.5 • Science 95%

mcboost: Multi-Calibration Boosting for R - Published in JOSS (2021)

Scientific Software
Updated 6 months ago

RSMTool — Peer-reviewed • Rank 12.2 • Science 93%

RSMTool: collection of tools building and evaluating automated scoring models - Published in JOSS (2016)

Scientific Software
Updated 6 months ago

FAT Forensics — Peer-reviewed • Rank 9.9 • Science 95%

FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems - Published in JOSS (2020)

Updated 6 months ago

howfairis • Rank 14.3 • Science 54%

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

Updated 6 months ago

aif360 • Rank 22.2 • Science 46%

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.

Updated 6 months ago

aequitas • Rank 19.7 • Science 33%

Bias Auditing & Fair ML Toolkit

Updated 6 months ago

thetis • Rank 8.3 • Science 44%

Service to examine data processing pipelines (e.g., machine learning or deep learning pipelines) for uncertainty consistency (calibration), fairness, and other safety-relevant aspects.

Updated 6 months ago

pranaam • Rank 7.9 • Science 44%

pranaam: predict religion based on name

Updated 6 months ago

dynamic-clearing • Rank 1.4 • Science 44%

[WWW 2023] Official code release for "Dynamic Interventions for Networked Contagions"

Updated 6 months ago

https://github.com/csinva/matching-with-gans • Rank 4.9 • Science 33%

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

Updated 6 months ago

fairadapt • Rank 8.5 • Science 20%

Fair data adaptation using causal graphical models with R.

Updated 6 months ago

image-crop-analysis • Science 67%

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

Updated 6 months ago

dnikit • Science 44%

A Python toolkit for analyzing machine learning models and datasets.

Updated 6 months ago

califair-em • Science 57%

Official implementation of GUIDE-AI @ SIGMOD paper "Threshold-Independent Fair Matching through Score Calibration"

Updated 6 months ago

pre-em-bias • Science 67%

Official implementation of the IEEE Big Data 2024 paper "Evaluating Blocking Biases in Entity Matching"

Updated 6 months ago

mlr3fairness • Science 26%

mlr3 extension for Fairness in Machine Learning

Updated 6 months ago

bayesian-optimization-1d-csnn • Science 67%

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.

Updated 6 months ago

shu • Science 44%

AI fairness checker

Updated 6 months ago

vlslice • Science 54%

Code for the 2023 ICCV paper "VLSlice: Interactive Vision-and-Language Slice Discovery."

Updated 6 months ago

nifr • Science 54%

Null-sampling for Interpretable and Fair Representations

Updated 6 months ago

sd-fair-mod • Science 67%

Supplemental material for paper "Fair-mod: Fair Modular Community Detection"

Updated 6 months ago

https://github.com/aida-ugent/debayes • Science 26%

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

Updated 6 months ago

financial-contagion • Science 44%

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

Updated 6 months ago

folktexts • Science 52%

Evaluate uncertainty, calibration, accuracy, and fairness of LLMs on real-world survey data!

Updated 6 months ago

https://github.com/aida-ugent/fipr • Science 13%

The KL-Divergence between a Graph Model and its Fair I-Projection as a Fairness Regularizer (ECML-PKDD 2021).