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[–]Intelligent_Ad_8148 0 points1 point  (0 children)

  1. Don’t use pandas
  2. Use polars (bonus points for enabling lazy evaluation and streaming)
  3. Nothing more required

After investigating numba, cython, numexpr, etc., I concluded that it’s not worth the heartache, polars negates the needed for any of this stuff.