🍀 Challenge: Building the Generator

This task will test your knowledge on building the 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 1 node.
    • The hidden layer should have 3 nodes with the Sigmoid activation applied to the output.
    • The output layer should have 5 nodes with the Sigmoid activation function applied to the output.
  • Optimiser as SGD. Note that the learning rate should be 0.01.

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