Python project-structure

Open-source Python projects categorized as project-structure
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Topics: Hydra Deep Learning Pytorch Template Reproducibility
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Top 3 Python project-structure Projects

  • lightning-hydra-template

    PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

    • Project mention: User-friendly PyTorch Lightning and Hydra template for ML experimentation | news.ycombinator.com | 2024-02-05

  • nn-template

    Generic template to bootstrap your PyTorch project.

  • Scout Monitoring

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  • python-project-skeleton

    An up-to-date and explanatory Python project skeleton with continuous integration services.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python project-structure related posts

  • User-friendly PyTorch Lightning and Hydra template for ML experimentation

    1 project | news.ycombinator.com | 5 Feb 2024

  • Best practice for saving logits/activation values of model in PyTorch Lightning

    3 projects | /r/deeplearning | 19 Jul 2023

  • [D] Is Pytorch Lightning + Wandb a good combination for research?

    1 project | /r/MachineLearning | 11 Mar 2023

  • How research scientists structure their code ?

    1 project | /r/pytorch | 19 Jul 2022

  • [D] Any research specific PyTorch based boilerplate code?

    2 projects | /r/MachineLearning | 20 Jun 2022

  • Typing and testing for torch

    1 project | /r/pytorch | 21 Feb 2022

  • Our template to kickstart your pytorch projects, with list of best practices. Minimal boilerplate code. Leverages Lightning + Hydra. Focused on scalability, reproducibility and fast experimentation.

    1 project | /r/pytorch | 3 May 2021
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Index

What are some of the best open-source project-structure projects in Python? This list will help you:

Project Stars
1 lightning-hydra-template 3,742
2 nn-template 620
3 python-project-skeleton 78

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