SAP-archive/contextual-ai
Contextual AI adds explainability to different stages of machine learning pipelines - data, training, and inference - thereby addressing the trust gap between such ML systems and their users. It does not refer to a specific algorithm or ML method — instead, it takes a human-centric view and approach to AI.
Jupyter NotebookApache-2.0
Issues
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Cannot use contextual-ai with python 3.9 based application due to hard dependency on scikit-learn version
#37 opened by sinha-kirti - 4
Error after Instantiating LimeTabularExplainer via the Explainer interface
#11 opened by Rajprasath89 - 1
The whitepaper is gated
#15 opened by Sygyzmundovych - 1
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array index error in quickstart 1
#22 opened by nilaycicekli - 1
Use extras to reduce size of dependencies
#28 opened by skbaur - 4
Explainer / model decoupling
#10 opened by seansaito - 1
Query - Is contextual-ai library shap and lime tested on GPU environment ?
#13 opened by manduripramodh - 1
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