cuDF is a Python GPU DataFrame library (built on the Apache Arrow columnar memory format) for loading, joining, aggregating, filtering, and otherwise manipulating tabular data using a DataFrame style API in the style of pandas.
cuDF now provides a pandas accelerator mode (cudf.pandas), allowing you to bring accelerated computing to your pandas workflows without requiring any code change.
Note: You should pronounce cuDF As Cu-DF
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Check out the code: