miracleyoo/pytorch-lightning-template
A project template that abstracts and structures PyTorch-Lightning code for easier maintenance and reuse across deep learning tasks.
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This repository provides an organized template for building PyTorch-Lightning projects. It addresses the heavy coupling issues in Lightning by further abstracting model, dataset, and training logic into reusable components. The template includes specialized versions for classification and super-resolution tasks, with the underlying code patterns shared across templates to reduce bugs and speed up development.
Frequently asked
- What is miracleyoo/pytorch-lightning-template?
- A project template that abstracts and structures PyTorch-Lightning code for easier maintenance and reuse across deep learning tasks.
- Is pytorch-lightning-template open source?
- Yes — miracleyoo/pytorch-lightning-template is open source, released under the Apache-2.0 license.
- What language is pytorch-lightning-template written in?
- miracleyoo/pytorch-lightning-template is primarily written in Jupyter Notebook.
- How popular is pytorch-lightning-template?
- miracleyoo/pytorch-lightning-template has 1.5k stars on GitHub.
- Where can I find pytorch-lightning-template?
- miracleyoo/pytorch-lightning-template is on GitHub at https://github.com/miracleyoo/pytorch-lightning-template.