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Python — From Basics to Advanced · PyTorch — Tensors, Autograd, and a Simple MLP

nn.Module — Defining a Model

PyTorch — Tensors, Autograd, and a Simple MLP

Introduction

nn.Module is the base class for all models. You subclass it, define layers in __init__, and the forward pass in forward(). __call__ delegates to forward plus hooks. Parameter discovery is automatic.