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Suggestion: use cuDF instead pandas
You may use cuDF if gpu is available on machine It helps you to faster math calculation and it has the same api as pandas https://github.com/rapidsai/cudf
This is a great idea. Is it possible if we import this way
import cudf as pd
and the lib calculation will be moved to GPU cores.