Section 01
导读 / 主楼:Implementing a Multilayer Perceptron from Scratch: A Tutorial-Style Project for Handwriting Neural Networks in Pure Python
Introduction / Main Post: Implementing a Multilayer Perceptron from Scratch: A Tutorial-Style Project for Handwriting Neural Networks in Pure Python
Without relying on TensorFlow or PyTorch, fully implement feedforward networks and backpropagation algorithms using NumPy, including early stopping mechanism, confusion matrix visualization, and noise resistance testing