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Top 5 Python fairness Projects
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AIF360
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.
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InfluxDB
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.
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EthicML
Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
Python fairness related posts
- Fairlearn
- Open source projects to work on AI bias
- In your experience, are AI Ethics teams valuable/effective? [D]
- perspective off
- How to detect and tackle bias in my data?
- Building a Responsible AI Solution - Principles into Practice
- [R] An overview of some available Fairness Frameworks & Packages
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A note from our sponsor - WorkOS
workos.com | 25 Apr 2024
Index
What are some of the best open-source fairness projects in Python? This list will help you:
Project | Stars | |
---|---|---|
1 | AIF360 | 2,305 |
2 | fairlearn | 1,795 |
3 | DALEX | 1,318 |
4 | EthicML | 24 |
5 | verifyml | 22 |
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