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Responsible Ai Toolbox ⭐ 1,187

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.

Machine Learning For High Risk Applications Book ⭐ 60

Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applications

Responsible Ai Toolbox Mitigations ⭐ 45

Python library for implementing Responsible AI mitigations.

Credoai_lens ⭐ 44

Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central gateway to assessments created in the open source community.

Responsible Ai Workshop ⭐ 9

Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice

Enforcing fairness in binary and multiclass classification

Data Suite ⭐ 5

Data-SUITE: Data-centric identification of in-distribution incongruous examples (ICML 2022)

Data-IQ: Characterizing subgroups with heterogeneous outcomes in tabular data (NeurIPS 2022)

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