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bias-detection x

6 search results found

Aif360 ⭐ 2,293

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.

WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

Learning to Split for Automatic Bias Detection

Model Diagnostics ⭐ 18

Tools for diagnostics and assessment of (machine learning) models

Name Ethnicity Classifier ⭐ 9

This repository contains a console-interface name-ethnicity classifier

Daisybell ⭐ 8

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

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