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Modin

by bCloud LLC

(1 ratings)

Version 0.37.1 + Free Support on Ubuntu 24.04

Modin is an open-source scalable DataFrame library designed to accelerate pandas workflows by distributing computations across multiple cores or nodes.

Features of Modin:
  • Accelerates pandas operations with minimal or no code changes (just replace import pandas as pd with import modin.pandas as pd).
  • Built on top of execution engines like Ray and Dask for parallel and distributed computing.
  • Efficiently utilizes all available CPU cores, improving performance on multi-core systems.
  • Handles larger-than-memory datasets when combined with distributed computing backends.
  • Fully compatible with existing pandas workflows and syntax.

MODIN Usage:

$ sudo su
$ cd /opt
$ source /opt/modin-env/bin/activate
$ pip show modin | grep Version
Disclaimer: Modin is open-source software distributed under the Apache License 2.0. It is provided "as is," without any warranty, express or implied. Users utilize this software at their own risk. The developers and contributors of Modin are not responsible for any damages, losses, or consequences resulting from its use. Users are encouraged to review licensing terms and comply with applicable regulations when using Modin.