A Beginner's Guide to Deep Learning/

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🍀 Challenge: Train the XOR Multilayer Perceptron

🍀 Challenge: Train the XOR Multilayer Perceptron

This challenge requires you to implement the XOR neural network.

We'll cover the following...

Problem statement

We have learned that the XOR operator cannot be separated by a line. Therefore, a multilayer perceptron should be used. The following functions implementation is provided below:

  • forward_propagation function
  • backpropagation function
  • update_parameters function
  • calculate_error function

A train function receives the weights, the bias at the two layers respectively, and ...