modin
Modin is an alternative library designed to scale pandas workflows. It distributes single-core pandas operations to all cores, allowing for increased speed in large data sets. It only allows to run the existing pandas code by changing the import expression.
MO
modin
49modin-project · Analytics & Business Intelligence
STARS10.4K
FORKS680
COMMITS0
CONTRIBUTORS0
VERSION0.37.1
UPDATED8 mo ago
PythonPandasVeri AnaliziParalel HesaplamaApache-2.0
Common commercial products in this category: Tableau, Power BI, Looker
What can it do?
- By adding a single line to your code, you run pandas workflows across all processor cores.
- When you encounter pandas on big data sets, you get a performance boost.
- You scale computing using Ray, Dask or MPI engines.
Heads up
- • High number of open issues (724)
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