Concept

Additionally KServe also integrates with The AI Explainability 360 (AIX360) toolkit, an LF AI Foundation incubation project, which is an open-source library that supports the interpretability and explainability of datasets and machine learning models. The AI Explainability 360 Python package includes a comprehensive set of algorithms that cover different dimensions of explanations along with proxy explainability metrics. In addition to native algorithms, AIX360 also provides algorithms from LIME and Shap.