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Published 20 hours ago • verified publisher icon khuyentran1401

How to speed up your pandas code

Open khuyentran1401 opened this issue 4 years ago • 0 comments

TL;DR

Different techniques and tools to speed up pandas code

Article Link

https://medium.com/towards-artificial-intelligence/comprehensive-guide-to-optimize-your-pandas-code-62980f8c0e64

Key Takeaways

  • Pick the right types
  • Load needed columns only

Useful Tools

  • numexpr
  • cython
  • numba
  • cudf
  • modin
  • pyspark

Comments/ Questions

khuyentran1401 avatar Sep 06 '20 18:09 khuyentran1401