10.5281/zenodo.3527770
https://zenodo.org/records/3527770
oai:zenodo.org:3527770
Hubert Baniecki
Hubert Baniecki
0000-0001-6661-5364
Faculty of Mathematics and Information Science, Warsaw University of Technology
Przemysław Biecek
Przemysław Biecek
0000-0001-8423-1823
Faculty of Mathematics and Information Science, Warsaw University of Technology
modelStudio: Interactive Studio with Explanations for ML Predictive Models
Zenodo
2019
2019-11-04
https://github.com/ModelOriented/modelStudio/tree/v0.1.9
10.5281/zenodo.3527769
v0.1.9
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.