Using Autoencoders with Keras


I want to build an Autoencoder using Keras + Tensorflow in R. In particular, I want to build the first part of an autoencoder.

The steps that I have to follow are the following:

  1. Define the model
    I want it to be a data entry layer and another layer that encodes this data.
  2. Compile the model
  3. Train the model

Then, pass a data set to the model and get the encoded data to use them

Can you tell me where I can find examples?

Predicting Fraud with Autoencoders and Keras by Daniel Falbel