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Polars (but FASTER!) - Using Nvidia cuDF with Polars for INSANE speeds!
Автор: datagy
Загружено: 2024-09-17
Просмотров: 894
Описание:
Nvidia just dropped their new cuDF Polars integration for massive speed savings! With a 10GB+ file, you can expect 13x speed improvements!
To install this version of Polars, run the following command:
pip install polars[gpu] --extra-index-url=https://pypi.nvidia.com
Let me know if you'd like to see more Polars content in the comments below!
0:00 Introduction
1:08 Downloading data
3:15 Getting size of data
4:18 Running simple analysis
5:45 Running a groupby in Polars
6:55 Interoperability with CPU DataFrames
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