The ML Studio is an interactive platform for data visualization, statistical modeling and machine learning applications. Based on Shiny and shinydashboard interface, with Plotly interactive data visualization, DT HTML tables and H2O machine learning and deep learning algorithms. The ML Studio provides a set of tools for the data science pipeline workflow. More details available on the package vignette.
The package is available for installation with the devtools package (if devetools package is not installed please use install.packages("devtools")
to install it).
# Install the MLstudio
devtools::install_github("RamiKrispin/MLstudio")
Please note – the H2O package may require additional Java adds-in (if not installed) and therefore is listed under the “Suggests” packages list of the MLstudio package (and not under the Imports or Depends list) and won’t be installed automatically during the installation of the MLstudio package. More information about the installation of H2O can be find in H2O documentation (under the "INSTALL IN R" tab).
The app is launched from R and opened on the default web browser (running best on Google Chrome). To open the app please use:
# Launch the MLstudio
runML()
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.