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rulematrix avatar

rulematrix/rule-matrix-py

0
View on GitHub↗
60 stars·14 forks·JavaScript·MIT·0 views

Rule Matrix Py

A model-agnostic tool for explaining machine learning models using rule surrogate and matrix-style visualization.

Features

  • Explainable AI Libraries - Rule-based visualization for model interpretability.

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Open-source alternatives to Rule Matrix Py

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Frequently asked questions

What does rulematrix/rule-matrix-py do?

A model-agnostic tool for explaining machine learning models using rule surrogate and matrix-style visualization.

What are the main features of rulematrix/rule-matrix-py?

The main features of rulematrix/rule-matrix-py are: Explainable AI Libraries.

What are some open-source alternatives to rulematrix/rule-matrix-py?

Open-source alternatives to rulematrix/rule-matrix-py include: albermax/innvestigate — A toolbox to iNNvestigate neural networks' predictions! algofairness/blackboxauditing — This repository contains a sample implementation of Gradient Feature Auditing (GFA) meant to be generalizable to most… alvinwan/neural-backed-decision-trees — Project Page  //  Paper  //  No-code Web Demo  //  Colab Notebook. andosa/treeinterpreter — TreeInterpreter. ankurtaly/integrated-gradients — (a.k.a. Path-Integrated Gradients, a.k.a. Axiomatic Attribution for Deep Networks). aerdem4/lofo-importance — Leave One Feature Out Importance.