Shiny Contest Submission: [WIP] KerasModelCreator: Visually design Keras models for R language.

shiny-contest
#1

Keras Model Creator

Visually design Keras models for R language.

Shinyapps: https://jcrodriguez.shinyapps.io/KerasModelCreator/?help
Rstudio cloud: https://rstudio.cloud/project/213379
GitHub: https://github.com/jcrodriguez1989/KerasModelCreator

Demo video: https://youtu.be/UonOjlEewR0

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

Features

  • Add layers and connections manually.

  • Set compile options.

  • Get automatically generated code.

Limitations

  • Few network layers already developed.

WIP

  • Load dataset.

  • Load models.

  • Fit the model.

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#2

I'm pleased to announce that in the dev branch of KerasModelCreator (alpha) it is actually possible to load data matrices, generate the model, and fit it.
The fitting process is being plotted epoch by epoch.

Devel branch code.
Devel version at shinyapps.
And dont forget to take a little tour through the tutorial. Where you can load the iris dataset, and fit it!

Data

Model

Fit

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