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프로그래밍/Python

[파이썬] 2020년 탑10 파이썬 라이브러리

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tryolabs.com/blog/2020/12/21/top-10-python-libraries-of-2020/

 

Top 10 Python libraries of 2020 you should know about | Tryolabs Blog

There are so many amazing Python libraries out there that it's hard to keep track of all of them. That's why we share with you our hand-picked selection of some top libraries.

tryolabs.com

  1. Typer : Type + Cli
  2. Rich : color cli
  3. Dear Pygui : gui
  4. PrettyErrors : stack trace
  5. Diagrams
  6. Hydra, OmegaConf : machine learning
  7. PyTorch Lightning : sort of keras for pytorch
  8. Hummingbird : ml model to tensor computation model.
  9. HiPlot : visualize high dimensial data
  10. Scalene : profiling
  • quart : async web
  • alibi-detect : outlier
  • einops
  • stanza : nlp from stanford
  • datasets : nlp datasets and more from huggingface
  • pytorch-forecasting
  • sktime
  • netron : visualize
  • pycaret
  • tensor-sensor
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