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modelStudio: Interactive Studio with Explanations for ML Predictive Models

Hubert Baniecki; Przemysław Biecek

The modelStudio R package automates explanation of machine learning predictive models. This package generates advanced interactive and animated model explanations in the form of a serverless HTML site.

It combines R with D3.js to produce plots and descriptions for various local and global explanations. Tools for model exploration unite with tools for EDA (Exploratory Data Analysis) to give a broad overview of the model behaviour. modelStudio is a fast and condensed way to get all the answers without much effort. Break down your model and look into its ingredients with only a few lines of code.

This is a modelStudio v0.1.9 release for JOSS paper. 

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