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Bookmark or Share- GitHub - modin-project/modin: Modin: Scale your Pandas workflows by ...What is Modin? Modin is a drop-in replacement for pandas. While pandas is single-threaded, Modin lets you instantly speed up your workflows by scaling pandas so it uses all of your cores. Modin works especially well on larger datasets, where pandas becomes painfully slow or runs out of memory .
- modin · PyPIWhat is Modin? Modin is a drop-in replacement for pandas. While pandas is single-threaded, Modin lets you instantly speed up your workflows by scaling pandas so it uses all of your cores. Modin works especially well on larger datasets, where pandas becomes painfully slow or runs out of memory .
- How to Speed Up Pandas with Modin - Towards Data ScienceFortunately, there is the Modin library which has benefits like the ability to scale your pandas workflows by changing one line of code and integration with the Python ecosystem and Ray clusters. This tutorial goes over how to get started with Modin and how it can speed up your pandas workflows. How to get started with Modin.
- Getting Started — Modin 0.29.0+24.gdb1bddc.dirty documentationModin is more than 30X faster at applying a single column of data, operating on 130+ million rows in a second. In short, Modin provides orders of magnitude speed up over pandas for a variety of operations out of the box. Summary#
- Modin - Scale Your pandas WorkflowsScale your Pandas workflows by changing a single line of code. In [1]: In [2]:
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