This repository provides the accompanying Python source code for the Chinese book “Deep Learning from Scratch: Theory and Implementation”. The code covers chapters 01 through 08, implementing core deep learning concepts including neural network layers, backpropagation, and training. It includes common utility modules and dataset handling code, requiring only Python 3.x, NumPy, and Matplotlib.