site_name: Zero to Mastery Learn PyTorch for Deep Learning site_url: https://www.learnpytorch.io site_description: Learn important machine learning concepts hands-on by writing PyTorch code. repo_url: https://github.com/mrdbourke/pytorch-deep-learning/ repo_name: mrdbourke/pytorch_deep_learning theme: name: material logo: assets/ztm-logo-and-pytorch-logo.png favicon: assets/ztm-logo-and-pytorch-logo.png features: - navigation.instant - navigation.top palette: # Palette toggle for light mode - scheme: black primary: black toggle: icon: material/brightness-7 name: Switch to dark mode # Palette toggle for dark mode - scheme: slate primary: black toggle: icon: material/brightness-4 name: Switch to light mode markdown_extensions: - meta - pymdownx.highlight - pymdownx.superfences - pymdownx.tasklist: custom_checkbox: true - pymdownx.arithmatex: generic: true extra_javascript: - javascripts/mathjax.js - https://unpkg.com/mathjax@3/es5/tex-mml-chtml.js plugins: - mkdocs-jupyter: include_source: True - search - social edit_uri: "" nav: - Home: 'index.md' - 00. Getting Started with PyTorch: '00_pytorch_fundamentals.ipynb' - 01. PyTorch Machine Learning Workflow: '01_pytorch_workflow.ipynb' - 02. PyTorch Neural Network Classification: '02_pytorch_classification.ipynb' - 03. PyTorch Computer Vision: '03_pytorch_computer_vision.ipynb' - 04. PyTorch Custom Datasets: '04_pytorch_custom_datasets.ipynb' - 05. PyTorch Going Modular: '05_pytorch_going_modular.md' - 06. PyTorch Transfer Learning: '06_pytorch_transfer_learning.ipynb' - 07. PyTorch Experiment Tracking: '07_pytorch_experiment_tracking.ipynb' - 08. Replicating Machine Learning Research Papers with PyTorch: '08_pytorch_paper_replicating.ipynb' - 09. Deploying PyTorch Machine Learning Models: '09_pytorch_model_deployment.ipynb' - A Quick PyTorch 2 Tutorial: 'pytorch_2_intro.ipynb' - PyTorch Extra Resources: 'pytorch_extra_resources.md' - PyTorch Cheatsheet: 'pytorch_cheatsheet.ipynb' - Three Most Common PyTorch Errors: 'pytorch_most_common_errors.ipynb' # - Test 00 as markdown: '00_pytorch_fundamentals.md' extra: social: - icon: fontawesome/brands/twitter link: https://twitter.com/mrdbourke - icon: fontawesome/brands/github link: https://github.com/mrdbourke/pytorch-deep-learning - icon: fontawesome/brands/youtube link: https://www.youtube.com/channel/UCr8O8l5cCX85Oem1d18EezQ