Implementing Simple Neural Network Backpropagation from Scratch | by Siq Sun | Mar, 2024

Solving XOR gate problem— using just NumPy, then compare with PyTorch implementation.

Outline

・Introduction to the XOR Gate Problem

・Constructing a 2-Layer Neural Network

・Forward Propagation

・Chain Rules for Backpropagation

・Implementation with NumPy