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Updated 2 years ago
BUILD NEURAL NETWORK IN PYTORCH
The torch.nn namespace provides all the building blocks you need to build your own neural network. Every module in PyTorch subclasses the nn.Module. A neural network is a module itself that consists of other modules (layers). This nested structure allows for building and managing complex architectures easily.
In the following sections, we’ll build a neural network to classify images in the FashionMNIST dataset.
import os
import torch
from torch import nn
from torch.utils.data import DataLoader
from torchvision import datasets, transforms