🍀 Challenge: Building the Discriminator

This task will test your knowledge on building the discriminator class.

We'll cover the following

Problem statement

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

  • Network architecture

    • The input layer should have 5 nodes.
    • The hidden layer should have 3 nodes with the Sigmoid activation applied to the output.
    • The output layer should have 1 node with the Sigmoid activation function applied to the output.
  • Loss function as MSE.

  • Optimiser as SGD. The learning rate should be 0.01.

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