🍀 Challenge: Building the Generator

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.