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SprintDL

  • A convenience wrapper over Pytorch
  • Faster research and experimentation
  • Based on fastai
  • Not tooo high level and meant only for the "bit" advanced researcher
  • Many many convenience functions that one would need
  • (This library is not stable right now. Everything works of course, but they will be changed and rearranged eventually)

Features

  • Check features.md for a full list

Documentation

  • Okay so writing examples will take forever, so please check function documentation and the demos folder for most of what you need
  • Check the syntax folder for documentation
  • Check demos folder
  • Function documentation
  • There will be blogs on the topics that were required and more here

Why

  • I loved fastai, but in many things didnt agree with the way they went. I also needed some extra features that might have not ever been approved
  • I wanted to learn DL even better. Thanks to the fastai course, I could do that. What better way to learn than make a whole library?
  • On my way to be a better researcher, I have to take apart the things I take for granted. So, heres the cure for it.

Reqs

  • pip install -r requirements.txt

Thank you

Contributions

  • Feel free to suggest requests or changes. Especially if I have made any mistakes
  • Unlike the original fastai, this is just by me. Mainly for my research. In the spirit of open source, I wanted to share it here :)