Scaling Pandas to Handle More Data Faster: Comparing Dask, Ray, Modin, Vaex, and RAPIDS

Scaling Pandas to Handle More Data Faster: Comparing Dask, Ray, Modin, Vaex, and RAPIDS

https://lnkd.in/exkv7UX

Process more data quicker using CPU's, GPU's, clusters, lazy evaluation, and memory mapping.

Also see

Modin: Scale your pandas workflow by changing a single line of code

https://lnkd.in/eFai8tE

Modin GitHub

https://lnkd.in/eay3Pqk

NOTE: You should only start looking into the libraries discussed here once you’ve reached the limitations of Python and Pandas on their own.

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