https://github.com/lebellig/pytorch-research-template
https://github.com/lebellig/pytorch-research-template
Last synced: 5 months ago
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- Host: GitHub
- URL: https://github.com/lebellig/pytorch-research-template
- Owner: lebellig
- Created: 2023-01-12T18:53:21.000Z (over 3 years ago)
- Default Branch: master
- Last Pushed: 2023-01-13T09:48:55.000Z (over 3 years ago)
- Last Synced: 2025-10-12T08:34:49.648Z (10 months ago)
- Size: 1.95 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# Pytorch research template
This repo aims at providing a default configuration for research repositories using Pytorch.
It will include the following tools:
- Pytorch Lightning (for fast training routines prototyping)
- Pytorch Lightning CLI (for config files)
- Weights and biaises (for logging)
## Project structure
```
_
|_ configs (include all config files)
|_ dataset (include all raw and processed data files)
|_ logs
|_ src
|_ data (scripts for data pre/post processing and data handlers)
|_ datamodules (include pytorch datamodule)
|_ dataprocessors (include pytorch dataprocessors)
|_ transforms (include all data transforms)
|_ visualization (inlude tools for data analysis)
|_ eval
|_ models
|_ blocks (all elementary neural network blocks)
|_ nn (all models)
|_ train
|_ callbacks
|_ utils
|_ tests
```