modelStudio (version 0.3.0)
Interactive Studio for Explanatory Model Analysis
Description
Automate the explanatory analysis of machine learning predictive models.
This package generates advanced interactive and animated model explanations
in the form of a serverless HTML site with only one line of code.
The main function computes various (instance and dataset level) model explanations
and produces an interactive, customisable dashboard made with 'D3.js'. It consists
of multiple panels for plots with their short descriptions. Easily save and share
the dashboard with others. Tools for model exploration unite with tools for EDA
(Exploratory Data Analysis) to give a broad overview of the model behavior.