A toolbox to iNNvestigate neural networks' predictions!
Principalele funcționalități ale albermax/innvestigate sunt: Explainable AI Libraries, Model Interpretability.
Alternativele open-source pentru albermax/innvestigate includ: aerdem4/lofo-importance — Leave One Feature Out Importance. csinva/imodels — Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible). andosa/treeinterpreter — TreeInterpreter. ankurtaly/integrated-gradients — (a.k.a. Path-Integrated Gradients, a.k.a. Axiomatic Attribution for Deep Networks). austinrochford/pycebox — ⬛ Python Individual Conditional Expectation Plot Toolbox. ethicalml/xai — XAI - An eXplainability toolbox for machine learning.
(a.k.a. Path-Integrated Gradients, a.k.a. Axiomatic Attribution for Deep Networks)
⬛ Python Individual Conditional Expectation Plot Toolbox
