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## Overview
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The `modelStudio` package **automates the Explanatory Analysis of Machine Learning predictive models**. Generate advanced interactive and animated model explanations in the form of a **serverless HTML site** with only one line of code. This tool is model agnostic, therefore compatible with most of the black box predictive models and frameworks (e.g. `mlr/mlr3`, `xgboost`, `caret`, `h2o`, `scikit-learn`, `lightGBM`, `tensorflow/keras`).
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The `modelStudio` package **automates the Explanatory Analysis of Machine Learning predictive models**. Generate advanced interactive and animated model explanations in the form of a **serverless HTML site** with only one line of code. This tool is model agnostic, therefore compatible with most of the black box predictive models and frameworks (e.g. `mlr/mlr3`, `xgboost`, `caret`, `h2o`, `scikit-learn`, `lightGBM`, `tensorflow/keras`).
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The main `modelStudio()` 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.
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