| hide | ||
|---|---|---|
|
"We demand rigidly defined areas of doubt and uncertainty."
cookiecutter https://github.com/grok-ai/nn-template
Generic cookiecutter template to bootstrap PyTorch projects and to avoid writing boilerplate code to integrate:
- PyTorch Lightning, lightweight PyTorch wrapper for high-performance AI research.
- Hydra, a framework for elegantly configuring complex applications.
- Hugging Face Datasets,a library for easily accessing and sharing datasets.
- Weights and Biases, organize and analyze machine learning experiments. (educational account available)
- Streamlit, turns data scripts into shareable web apps in minutes.
- MkDocs and Material for MkDocs, a fast, simple and downright gorgeous static site generator.
- DVC, track large files, directories, or ML models. Think "Git for data".
- GitHub Actions, to run the tests, publish the documentation and to PyPI automatically.
- Python best practices for developing and publishing research projects.
!!! help "cookiecutter"
This is a *parametrized* template that uses [cookiecutter](https://github.com/cookiecutter/cookiecutter).
Install cookiecutter with:
```pip install cookiecutter```