Tutorial 2: Create your own model

This tutorial is still unfinished, try to review the codes directly.

Understand model definition in deepy

Network and layers


The example in tutorial 1


Define a model joint-training an auto-encoder and a classifier

In tutorial 2, we try to implement a model contains an auto-encoder, and feed the hidden representation to a multi-layer neural network to classify MNIST digits.

Model architecture

Implementation notes

  • Dense layer
  • AKA fully-connected layer

Full code of this example can be found here