[D] How to organize deep learning projects on Github ?

• lightning-bolts

  3 1,640 7.5 Python

  Toolbox of models, callbacks, and datasets for AI/ML researchers.

  

Also PyTorch Lighting gives example in this repo https://github.com/PyTorchLightning/pytorch-lightning-bolts

• detectron2

  49 28,671 7.5 Python

  Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

  

You can check these repos: https://github.com/open-mmlab/mmdetection https://github.com/facebookresearch/detectron2

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• cookiecutter-pytorch

  1 56 1.8 Python

  A Cookiecutter template for PyTorch Deep Learning projects.

I use this cookie cutter https://github.com/khornlund/cookiecutter-pytorch

• Kedro

  29 9,353 9.7 Python

  Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

  

Check Kedro (https://github.com/quantumblacklabs/kedro) they provide a project structure that looks like extended and a little bit improved CookieCutter + Kedro pipelines of course.

Suggest a related project