https://github.com/maxvandenhoven/cookiecutter-deep-learning-research

A Cookiecutter template for deep learning research projects
https://github.com/maxvandenhoven/cookiecutter-deep-learning-research

cookiecutter-template deep-learning deep-learning-research docker docker-compose mlflow openmmlab python pytorch pytorch-lightning tensorflow transformers weights-and-biases

Last synced: 2 months ago
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A Cookiecutter template for deep learning research projects

• Host: GitHub
• URL: https://github.com/maxvandenhoven/cookiecutter-deep-learning-research
• Owner: maxvandenhoven
• License: mit
• Created: 2024-09-17T06:30:55.000Z (9 months ago)
• Default Branch: main
• Last Pushed: 2024-09-25T19:32:55.000Z (9 months ago)
• Last Synced: 2025-02-11T17:12:13.378Z (4 months ago)
• Topics: cookiecutter-template, deep-learning, deep-learning-research, docker, docker-compose, mlflow, openmmlab, python, pytorch, pytorch-lightning, tensorflow, transformers, weights-and-biases
• Language: Dockerfile
• Homepage:
• Size: 32.2 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        


  

  



[![Cookiecutter](https://img.shields.io/static/v1?message=2.6.0&logo=cookiecutter&color=D4AA00&logoColor=white&label=Cookiecutter&style=flat)](https://cookiecutter.readthedocs.io/en/latest/README.html)

[![Python](https://img.shields.io/static/v1?message=3.10.14&logo=python&color=blue&logoColor=white&label=Python&style=flat)](https://www.python.org/)

[![Anaconda](https://img.shields.io/static/v1?message=2020.02&logo=anaconda&color=44A833&logoColor=white&label=Conda&style=flat)](https://www.anaconda.org/)

[![Ruff](https://img.shields.io/static/v1?message=0.3.5&logo=ruff&&logoColor=white&color=D7FF64&label=Ruff&style=flat)](https://docs.astral.sh/ruff/)

**Deep Learning Frameworks:**  

[![PyTorch](https://img.shields.io/static/v1?message=2.0.0&logo=pytorch&color=EE4C2C&logoColor=white&label=PyTorch&style=flat)](https://www.pytorch.org/)

[![TensorFlow](https://img.shields.io/static/v1?message=TBD&logo=tensorflow&color=FF6F00&logoColor=white&label=TensorFlow&style=flat)](https://www.tensorflow.org/)

**Experiment Tracking Frameworks:**  

[![MLFlow](https://img.shields.io/static/v1?message=2.9.2&logo=mlflow&color=018EDA&logoColor=white&label=MLFlow&style=flat)](https://www.mlflow.org/)

[![Weights & Biases](https://img.shields.io/static/v1?message=TBD&logo=weightsandbiases&color=FFBE00&logoColor=white&label=Weights%20%26%20Biases&style=flat)](https://wandb.ai/site)

**Task-Specific Frameworks:**  

[![OpenMMLab](https://img.shields.io/static/v1?message=2.1.0&logo=data:image/svg+xml;base64,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&color=blue&logoColor=white&label=MMCV&style=flat)](https://github.com/open-mmlab/mmcv)

[![Lightning](https://img.shields.io/static/v1?message=TBD&logo=lightning&color=792EE5&logoColor=white&label=Lightning&style=flat)](https://lightning.ai/pytorch-lightning)

[![Transformers](https://img.shields.io/static/v1?message=TBD&logo=huggingface&color=FFD21E&logoColor=white&label=Transformers&style=flat)](https://huggingface.co/docs/transformers/index)