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Top 6 fairness-ai Open-Source 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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responsible-ai-toolbox
Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.
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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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fairness-ai 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
- 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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A note from our sponsor - InfluxDB
www.influxdata.com | 17 Apr 2024
Index
What are some of the best open-source fairness-ai projects? This list will help you:
Project | Stars | |
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1 | AIF360 | 2,300 |
2 | fairlearn | 1,786 |
3 | responsible-ai-toolbox | 1,193 |
4 | sent_debias | 54 |
5 | EthicML | 24 |
6 | verifyml | 22 |