responsible-ml topic
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responsible-ml repositories
DALEX
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moDel Agnostic Language for Exploration and eXplanation
giskard
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215
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🐢 Open-Source Evaluation & Testing for LLMs and ML models
model-card-toolkit
404
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A toolkit that streamlines and automates the generation of model cards
treeshap
75
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Compute SHAP values for your tree-based models using the TreeSHAP algorithm
AutoBrewML
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With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.
designing-ml-systems-summary
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12
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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...
responsible-ai-toolbox-mitigations
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4
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Python library for implementing Responsible AI mitigations.