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Description:
akimbo 2024.8.0
akimbo
For when your data won't fit in your dataframe
Akimbo provides fast vectorized processing of nested, ragged data
in dataframes, using the .ak accessor.
Features
numpy-like API for slicing and accessing data deep in nested structures
apply any function, ufunc or aggregation at any level
use with different backends: pandas, polars, dask-dataframe and cuDF
exactly the same way (more backends may come in the future)
CPU and GPU processing and support for numba-jit
attach object-like behaviours to your record (sub)structures
See the quick
start
in the documentation for an introduction to akimbo.
Acknowledgements
Support for this work was provided by NSF grant OAC-2103945.
License
For personal and professional use. You cannot resell or redistribute these repositories in their original state.
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