Documentation Index
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Modern PyTorch Guide home page

Official Docs
GitHub
GitHub

Building Models

Community
Forums

Getting Started

Overview
Study Plan 1
Study Plan 2

Tensors & Operations

Introduction to Tensors
Tensor Creation
Indexing & Slicing
Tensor Operations
Broadcasting
Views strides
Named tensors
Tensor attributes
Notes

Autograd & Differentiation

Autograd Basics
Computational Graph
Custom Autograd Functions
Gradients Explained
Requires grad
Forward mode

Neural Network Basics

nn.Module Basics
Parameters & Buffers
Forward Pass
Hooks
State dict
Init strategies

Data Loading

Datasets
DataLoaders
Transforms
Samplers
Pin memory
Webdataset

ETL Process

Overview

Hooks

Neural Network Basics

Hooks

Inspect and modify activations and gradients

Hooks

Forward hooks, backward hooks, and their practical uses.

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