Parallelize pandas with Modin* | Intel Software

Опубликовано 31 мая 2024, 14:00

Learn how to speed up compute-intensive data preparation and manipulation operations with Modin*, a drop-in replacement for pandas.

Preparing and manipulating large AI datasets can be time-consuming when using the popular pandas library. This is because pandas can only run on one CPU core at a time. Modin* is an open source drop-in replacement for pandas that utilizes all your available cores to parallelize operations. Simply change your import statement and Modin* will automatically distribute your workloads, whether on your laptop or in the cloud.

This video walks through an example that shows how to get started with Modin. It also covers when not to use Modin*, and how to apply both Modin* and pandas selectively to get the faster overall turnaround time.

Technical article: intel.ly/4bXrNJJ

Modin: intel.ly/4bFDBRe

Intel AI Software: intel.ly/44Yz5uJ

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Parallelize pandas with Modin* | Intel Software