https://github.com/tirendazacademy/pytorch-lightning-tutorials

Hands-on PyTorch-Lightning examples
https://github.com/tirendazacademy/pytorch-lightning-tutorials

ai-tutorial data-science deep-learning image-classification lightning machine-learning python pytorch pytorch-learning pytorch-lightning pytorch-lightning-tutorial pytorch-tutorial text-classification

Last synced: 8 months ago
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Hands-on PyTorch-Lightning examples

• Host: GitHub
• URL: https://github.com/tirendazacademy/pytorch-lightning-tutorials
• Owner: TirendazAcademy
• Created: 2023-04-27T07:18:45.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-05-11T09:51:35.000Z (over 2 years ago)
• Last Synced: 2025-01-01T05:27:04.087Z (9 months ago)
• Topics: ai-tutorial, data-science, deep-learning, image-classification, lightning, machine-learning, python, pytorch, pytorch-learning, pytorch-lightning, pytorch-lightning-tutorial, pytorch-tutorial, text-classification
• Language: Jupyter Notebook
• Homepage:
• Size: 17.8 MB
• Stars: 2
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
[![](https://img.shields.io/badge/Python-00092C?&style=plastic&logo=python&logoColor=white)]()

[![](https://img.shields.io/badge/Pytorch-darkorange?&style=plastic&logo=pytorch&logoColor=white)]()

[![](https://img.shields.io/badge/Lightning-blue?&style=plastic&logo=lightning&logoColor=white)]()

[![](https://img.shields.io/badge/DeepLearning-820000?&style=plastic&logo=deeplearning&logoColor=white)]()

[PyTorch-Lightning](https://lightning.ai/docs/pytorch/stable/data/datamodule.html) is a lightweight PyTorch wrapper that helps you scale your deep learning code in a structured and efficient way. With Lightning, you can easily organize your code into reusable and modular components, making it more readable, maintainable, and extendable.

PyTorch Lightning provides many useful features such as automatic checkpointing, distributed training, and mixed precision training out of the box, freeing you to focus on your research or product development. Lightning also integrates seamlessly with PyTorch, so you can leverage all the powerful PyTorch functionalities while getting the benefits of a high-level framework.

In this repo, we walk you through how to perform deep learning projects with PyTorch-Lightning step-by-step. 

📌 If you enjoy this repo, don't forget to give me a ✨ Thanks for reading 😀

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