🍀 Challenge: Building the Generator

This task will test your knowledge on building the Fashion MNIST generator class.

We'll cover the following

Problem statement

A partial Generator class is provided to you. Your task is to define the:

  • Network architecture

    • The input layer should have 100 nodes.
    • The hidden layer should have 200 nodes with the LeakyReLU activation applied to the output. The gradient of the left half of the function should be 0.020.02. The hidden layer output should be normalized before it enters the final layer.
    • The output layer should have 784 nodes with the Sigmoid activation function applied to the output.
  • Optimiser as Adam. Note that the learning rate should be 0.0001.

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