responsible-ai topic
giskard
🐢 Open-Source Evaluation & Testing for LLMs and ML models
model-card-toolkit
A toolkit that streamlines and automates the generation of model cards
EthicML
Package for evaluating the performance of methods which aim to increase fairness, accountability and/or transparency
responsible-ai-workshop
Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice
langtest
Deliver safe & effective language models
guardian-ai
Oracle Guardian AI Open Source Project is a library consisting of tools to assess fairness/bias and privacy of machine learning models and data sets.
credoai_lens
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.
designing-ml-systems-summary
A detailed summary of "Designing Machine Learning Systems" by Chip Huyen. This book gives you and end-to-end view of all the steps required to build AND OPERATE ML products in production. It is a must...
adversarial-reinforcement-learning
Reading list for adversarial perspective and robustness in deep reinforcement learning.
responsible-ai-toolbox-mitigations
Python library for implementing Responsible AI mitigations.