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ifixai-ai

ifixai-ai

iFixAi
Python Rising Star AI analysis

iFixAi is a specialized diagnostic tool that runs 45 automated inspections against AI agents and LLMs to detect operational misalignment—gaps between...

Production ready Beginner friendly Niche use case
agent-evaluation ai ai-alignment
1.3k
170
665/wk
active
8/10 AI & ML
microsoft

microsoft

PyRIT
Python AI analysis

PyRIT is an open-source framework designed for security professionals and AI engineers to proactively identify and test risks in generative AI...

Production ready Niche use case
ai-red-team generative-ai red-team-tools
4.1k
801
88
35/wk
active
8/10 Security
Giskard-AI

Giskard-AI

giskard-oss
Python AI analysis

Giskard is an open-source Python library for testing, evaluating, and red-teaming agentic AI systems. It specializes in dynamic multi-turn agent...

Production ready Niche use case
agent-evaluation ai-red-team ai-security
5.5k
484
71
19/wk
active
8/10 AI & ML
fairlearn

fairlearn

fairlearn
Python AI analysis

Fairlearn is a Python library for assessing and mitigating unfairness in machine learning models, focusing on group fairness through metrics and...

Production ready Niche use case
ai ai-systems artificial-intelligence
2.3k
505
127
3/wk
active
7/10 AI & ML
EthicalML

EthicalML

awesome-production-machine-learning
AI analysis

A comprehensive, community-curated directory of open-source libraries for the full ML production lifecycle—deployment, monitoring, versioning,...

Production ready Niche use case
awesome awesome-list data-mining
20.6k
2.6k
30
recent
9/10