/subplex_ml

Primary LanguageJupyter Notebook

SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level

This is the reporsitory for SUBPLEX: A Visual Analytics Approach to Understand Local Model Explanations at the Subpopulation Level.

subplex_ml is a jupyter widget to assist users explore and interpret local model explanations (instance-level explanations) at the level of subpopulation.

Table of Content

Repository Overview

This repository consists of the following two parts:

  • widget/: This folder contains the code of the widget subplex_ml, as well as the instructions of intalling this widget.

  • notebook/: This folder contains the example notebook of using subplex_ml to explore and interprete local explanations