Top 6 bias-detection Open-Source Projects

AIF360

6 2,305 7.3 Python

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.
awesome-open-data-centric-ai

1 677 5.8

Curated list of open source tooling for data-centric AI on unstructured data.
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Open-Sentencing

1 73 0.0

To help public defenders better serve their clients, Open Sentencing shows racial bias in data such as demographics providing insights for each case
ls

1 46 2.2 Python

Learning to Split for Automatic Bias Detection (by YujiaBao)
sweater

1 27 6.1 R

👚 Speedy Word Embedding Association Test & Extras using R (by gesistsa)
name-ethnicity-classifier

1 12 4.2 Python

This repository contains a console-interface name-ethnicity classifier

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).