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ShinyApp: Visually design Keras models for R language
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README.md

Keras Model Creator

Visually design Keras models for R language.

The idea of Keras Model Creator is based on Deep Learning Studio.

Take a look at the guided tour!

Features

  • Add layers and connections manually.

  • Set compile options.

  • Get automatically generated code.

Installation

Clone KerasModelCreator repository, i.e., from a bash console:

git clone https://github.com/jcrodriguez1989/KerasModelCreator.git;

Install package dependencies, i.e., from R console:

install.packages(c(
  "jsonlite",
  "keras", # not a dependency, but come on!
  "shiny",
  "shinythemes",
  "visNetwork"
));

Usage

From an R console type:

# replace by the PATH where KerasModelCreator was cloned
setwd("KERASMODELCREATOR_PATH");

library("shiny");
# will open the app in a web browser
runApp();

Or visit the example app at shinyapps.io

And take the guided tour.

Limitations

  • Few network layers already developed.
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