PyTorch Tutorial

This repository provides concise and annotated examples for learning PyTorch.

Adapted from the great but seemingly unmaintained PyTorch Tutorial by Yunjey Choi.

Table of Contents

Basics

• Fundamentals
• Linear Regression
• ... (more to come)

Usage

git clone https://github.com/bpesquet/pytorch-tutorial.git
cd pytorch-tutorial
python {path to Python example file}

Development notes

Toolchain

This project is built with the following software:

• Poetry for dependency management;
• Black for code formatting;
• Pylint to detect mistakes in the code;
• pytest for testing the code;
• Marp for showcasing Markdown files as slideshows during labs.

Useful commands

# Reformat all Python files
black .

# Check the code for mistakes
pylint tutorials

# Run all code examples as unit tests
# The -s flag prints code output
pytest [-s] .

License

Creative Commons for textual content and MIT for code.

Copyright © 2025-present Baptiste Pesquet.