C.5: SHapley Additive exPlanation (SHAP): Difference between revisions
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Created page with " • '''Short Description''': • '''Reference, URL''': • '''Relevant Domain/Industry''': Research • '''Application in relevant Projects/Initiatives''': • '''Typ..." |
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• '''Short Description''': | • '''Short Description''': | ||
XAI framework to provide model-agnostic local explainability for tabular, image, and text datasets. | |||
• '''Reference, URL''': https://github.com/slundberg/shap | |||
• '''Reference, URL''': | |||
• '''Relevant Domain/Industry''': Research | • '''Relevant Domain/Industry''': Research | ||
• '''Application in relevant Projects/Initiatives''': | • '''Application in relevant Projects/Initiatives''': N.A. | ||
• '''Type''': | • '''Type''': Framework | ||
• '''AI Breadth''': | • '''AI Breadth''': ML | ||
• '''Learning Ability''': | • '''Learning Ability''': Deep Learning | ||
• '''Related technologies''': | • '''Related technologies''': | ||
• '''License Information''': | • '''License Information''': MIT license | ||
• '''Related to circularity and sustainability''': | • '''Related to circularity and sustainability''': No | ||
• '''Audience''': | • '''Audience''': Developers | ||
Revision as of 14:11, 26 April 2023
• Short Description: XAI framework to provide model-agnostic local explainability for tabular, image, and text datasets.
• Reference, URL: https://github.com/slundberg/shap
• Relevant Domain/Industry: Research
• Application in relevant Projects/Initiatives: N.A.
• Type: Framework
• AI Breadth: ML
• Learning Ability: Deep Learning
• Related technologies:
• License Information: MIT license
• Related to circularity and sustainability: No
• Audience: Developers
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