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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.

Presentations ⭐ 51

Talks & Workshops by the CODAIT team

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.

Metric Fairness ⭐ 20

EMNLP'2022: BERTScore is Unfair: On Social Bias in Language Model-Based Metrics for Text Generation

Responsible Ai Toolbox Genbit ⭐ 18

A tool for gender bias identification in text. Part of Microsoft's Responsible AI toolbox.

Bias In Credit Models ⭐ 13

Examples of unfairness detection for a classification-based credit model

Article Information 2019 ⭐ 10

Article for Special Edition of Information: Machine Learning with Python

Responsible Ai Workshop ⭐ 9

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

Sensitive Subspace Robustness ⭐ 9

Monitor Custom Ml Engine With Watson Openscale ⭐ 6

Deploy a Custom Machine Learning engine and Monitor Payload Logging and Fairness using AI OpenScale

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