Python library for analyzing data quality and its impact on model performance across classification and object-detection tasks.

ChaiWithPy - the technical blog with a dash of tea

An Ethical AI framework, laying the foundation for success in AI development

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

Tools for diagnostics and assessment of (machine learning) models

Study on the effect of masking the ROI in medical images to evaluate potential bias/shortcuts in datasets

Econometric analysis of behavioural outcomes and household welfare using techniques like model selection, bias assessment, and variable transformation.

Scan your AI/ML models for problems before you put them into production.

Official implementation of Asymmetric Bias in Text-to-Image Generation with Adversarial Attacks

Bias detection Toolkit: Chrome Extension, Python Package, SOTA research paper docs.

This project analyzes and compares the Wikipedia articles of Xi Jinping and Vladimir Putin over 20 years, uncovering differences in portrayal, sentiment, and biases to measure public perception of each leader.

GenderBiasGPT is a tool designed to detect gender bias in text inputs, specifically for non-English languages like Vietnamese and Hindi. This model assesses whether a sentence is biased toward a male or female perspective and provides a bias score ranging from 0 to 1.

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

Code for the article "From hype to evidence: exploring large language models for inter-group bias classification in higher education"

A multi-view panorama of Data-Centric AI: Techniques, Tools, and Applications (ECAI Tutorial 2024)

Code for manuscript "Disentangling Hate Across Target Identities"

A straightforward news bias detector

Interactive and intuitive system that allows reviewers to log in and examine sentences to label biases.

Flask application for bias detection and explanation in Web content.

Python toolkit for training and evaluating bias detectors for Web content.