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🐢 Open-Source Evaluation & Testing for AI & LLM systems

mlops ml-validation ml-testing llmops responsible-ai fairness-ai llm-eval llm-evaluation rag-evaluation ai-security llm-security ai-red-team red-team-tools 大语言模型

Python

4481

317

2 天前

JohnSnowLabs / langtest

Deliver safe & effective language models

benchmarks large-language-models ml-safety ml-testing mlops 自然语言处理 responsible-ai ai-safety 人工智能 benchmark-framework 大语言模型

Python

518

4 天前

Giskard-AI / awesome-ai-safety

📚 A curated list of papers & technical articles on AI Quality & Safety

人工智能 ai-alignment ai-safety 大语言模型 llmops 机器学习 mlops 自然语言处理 ml-testing model-validation 机器视觉 Awesome Lists ml-safety robustness

178

6 天前

OlivierBinette / er-evaluation

An End-to-End Evaluation Framework for Entity Resolution Systems

数据科学 Entity resolution duplicate-detection evaluation fuzzy-matching matching ml-testing record-linkage 统计

Python

1 年前

clarahoffmann / pycon-2023-honey-i-broke-the-pytorch-model

Streamlit app for "Honey, I broke the PyTorch model" - Talk @ PyCon & PyData 2023

深度学习 PyTorch ml-testing

Python

2 年前

moonwatcher-ai / moonwatcher

Evaluation & testing framework for computer vision models

ai-safety ai-security ethical-artificial-intelligence ml-safety ml-testing ml-validation mlops 机器视觉

Python

10 个月前

ETIQ-AI / ml-testing

ML Testing for Everyone. Find issues before they become problems.

fairness-ml 机器学习 ml-testing mlops monitoring-tool

Jupyter Notebook

8 个月前

Giskard-AI / community-content

✍️ Collaborate on writing technical content for the Giskard Community

人工智能机器学习 ml-testing Testing content tutorial-code 教程

2 年前

fixouttech / fixout

Algorithmic inspection for trustworthy ML models

fairness 机器学习 fairness-ai fairness-assessment fairness-ml ml-testing mlops 人工智能 explainable-ai explainable-ml harms responsible-ai unfairness-mitigation

Python

3 天前

maryamsoftdev / Train_Test_data_in_ML

learning python day 4

机器学习 ml-testing ml-training NumPy Python scikit-learn training-data

Python

1 年前

ast-fortiss-tum / SMOO

A testing framework for ML systems

深度学习 ml-testing genai

Python

1 个月前