mangothecat / keras-workshop

Data and scripts for keras course

Keras for R Workshop

Environment

You can either use the RStudio Cloud project or use your laptop. It can be a mixed experience configuring everything so the cloud is a safe fallback.

RStudio Cloud

An environment with this repo checked out is available at: https://rstudio.cloud/project/489173

You will need to setup and account on RStudio Cloud. Afterwards you should be able to deploy the project (this can take a minute or two). Then create a copy in your own space:

Test it's working with:

library(keras)
is_keras_available()
[1] TRUE

This takes a minute the first time and will be quick from then on.

Local (laptop)

All of the models we're building will work on a laptop so if you want to follow along on your own machine then please follow the steps below:

• Install R from https://cran.r-project.org/
• RStudio desktop from https://www.rstudio.com
• Install Anaconda from https://www.anaconda.com/download/

Install the following R packages from CRAN in the usual way:

install.packages(c("tidyverse", "rsample", "recipes", "keras"))

In an R session install the keras/tensorflow python libraries by running:

library(keras)
install_keras()

This takes a while as it will install the various python packages that are required. For further instructions please see https://keras.rstudio.com/ and follow the instructions there.

If it worked you should get:

library(keras)
is_keras_available()
[1] TRUE

keras-workshop's Issues

Workshop slides

Hi Doug,
Can you please post the presentation slides? Tank you!
Igor