fairness-awareness-model Open-Source Projects

AIF360

6 2,311 7.2 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.
EthicML

1 24 9.3 Python

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

www.influxdata.com featured

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.

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).

fairness-awareness-model related posts

perspective off

1 project | /r/datascience | 15 Sep 2022
How to detect and tackle bias in my data?

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Hi Reddit! I'm Milena Pribic, Advisory Designer for AI and the global design representative for AI Ethics at IBM. Ask me anything about scaling ethical AI practices at a huge company!

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[R] What are some of the best research papers to look into for ML Bias

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