Modin

Modin is an open-source Python library designed to accelerate and scale data analysis workflows. It acts as a high-performance replacement for pandas, enabling users to process large datasets efficiently by utilizing all available CPU cores or distributed computing environments. With Modin, existing pandas code can be executed faster by simply changing one import line.

Features of Modin:

Seamlessly accelerates existing pandas workflows with minimal code changes.
Uses parallel and distributed engines such as Ray and Dask to scale processing across multiple cores or clusters.
Provides a familiar pandas-compatible API so most code does not need rewriting.
Supports large-scale data analysis that would be slow or infeasible with standard pandas.
Integrates with modern data science workflows for faster exploration, transformation, and analysis of structured data.

Check Modin version:

python -c "import modin; print(modin.__version__)"

Disclaimer: Modin is an open-source project distributed under the Apache 2.0 License. It is not affiliated with, endorsed by, or sponsored by any commercial company. Modin is provided "as is," without any warranty, express or implied. Users utilize this software at their own risk. The developers and contributors to Modin hold no responsibility for any damages, losses, or consequences resulting from the use of this software. Users are advised to carefully review and comply with licensing terms and any applicable regulations while using Modin.

ModinbCloud LLC

bCloud LLC

Modin

bCloud LLC

Modin
bCloud LLC