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

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The example in tutorial 1

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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