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EthicalML/awesome-production-machine-learning

Curated list of open source libraries for deploying, monitoring, and scaling machine learning in production

20.2K
Active
ML Ops
#machine-learning#mlops#ai

Giskard-AI/giskard-oss

Open-source evaluation and testing library for LLM Agents

5.1K
Active
Python
LLM Frameworks
React
#evaluation#testing#LLM

Azure/PyRIT

An open-source framework to help security professionals and engineers identify risks in generative AI systems.

3.5K
Active
Python
Agents & Orchestration
Security Research
Python
#ai-security#risk-assessment#red-team

fairlearn/fairlearn

A Python library to assess and improve fairness of machine learning models.

2.2K
Active
Python
Fairness, Harms, & Unfairness Mitigation
#ai#fairness#fairness-assessment

microsoft/responsible-ai-toolbox

A suite of tools that enable developers to build and monitor AI systems more responsibly.

1.7K
Active
TypeScript
Explainability
Fairness
TypeScript
#responsible-ai#explainable-ai#fairness-ai

ModelOriented/DALEX

A Python library for interpretable and explainable machine learning model analysis and visualization.

1.5K
Active
Python
Explainable AI
Machine Learning
Python
#explainable-ai#model-interpretation#model-analysis

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