https://github.com/jcrodriguez1989/KerasModelCreator

ShinyApp: Visually design Keras models for R language
https://github.com/jcrodriguez1989/KerasModelCreator

deep-learning designer gui keras model r shiny tensorflow

Last synced: about 2 months ago
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ShinyApp: Visually design Keras models for R language

• Host: GitHub
• URL: https://github.com/jcrodriguez1989/KerasModelCreator
• Owner: jcrodriguez1989
• Created: 2019-02-06T14:49:28.000Z (over 5 years ago)
• Default Branch: master
• Last Pushed: 2019-02-22T13:41:41.000Z (over 5 years ago)
• Last Synced: 2024-04-03T14:30:58.675Z (6 months ago)
• Topics: deep-learning, designer, gui, keras, model, r, shiny, tensorflow
• Language: R
• Homepage:
• Size: 44.9 KB
• Stars: 5
• Watchers: 5
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.Rmd

Awesome Lists containing this project

README

        
---

title: "Keras Model Creator"

output: github_document

---

Visually design [Keras models for R language](https://keras.rstudio.com/). 

The idea of Keras Model Creator is based on [Deep Learning Studio](

https://deepcognition.ai/features/deep-learning-studio/).

Take a look at the [guided tour!](

https://jcrodriguez.shinyapps.io/KerasModelCreator/?help)

## Features

* Add layers and connections manually.

* Set compile options.

* Get automatically generated code.

## Installation

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

```{bash eval=FALSE}

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

```

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

```{r eval=FALSE}

install.packages(c(

  "jsonlite",

  "keras", # not a dependency, but come on!

  "shiny",

  "shinythemes",

  "visNetwork"

));

```

## Usage

From an R console type:

```{r eval=FALSE}

# 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](https://jcrodriguez.shinyapps.io/KerasModelCreator/)

at shinyapps.io

And take the [guided tour](

https://jcrodriguez.shinyapps.io/KerasModelCreator/?help).

## Limitations

* Few network layers already developed.