pandarallel

An easy to use library to speed up computation (by parallelizing on multi CPUs) with pandas.

Installation

In a virtualenv (see these instructions if you need to create one):

pip3 install pandarallel
PyPI page
pypi.org/project/pandarallel
Project JSON
piwheels.org/project/pandarallel/json
Versions
41
Files
41
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Downloads (last 30 days)
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Releases

Version Released Bullseye
Python 3.9		 Bookworm
Python 3.11		 Files
1.6.5 2023-05-02  
1.6.4 2023-01-15  
1.6.3 2022-08-09  
1.6.2 2022-08-03  
1.6.1 2022-03-15  
1.6.0 2022-03-14  
1.5.8 2022-03-12  
1.5.7 2022-03-03  
1.5.6 2022-03-03  
1.5.5 2022-02-06  
1.5.4 2021-10-17  
1.5.3 2021-10-04  
1.5.2 2021-02-04  
1.5.1 2020-08-25  
1.5.0 2020-08-24  
1.4.8 2020-04-05  
1.4.7 2020-04-05  
1.4.6 2020-03-01  
1.4.5 2020-01-20  
1.4.4 2020-01-01  
1.4.3 2020-01-01  
1.4.2 2019-11-28  
1.4.1 2019-11-11  
1.4.0 2019-11-09  
1.3.4 2019-11-02  
1.3.3 2019-10-06  
1.3.2 2019-08-03  
1.3.1 2019-08-02  
1.3.0 2019-07-23  
1.2.0 2019-07-09  
1.1.1 2019-05-13  
1.1.0 2019-04-04  
1.0.0 2019-04-01  
0.1.7 2019-03-31  
0.1.6 2019-03-31  
0.1.5 2019-03-26  
0.1.4 2019-03-24  
0.1.3 2019-03-24  
0.1.2 2019-03-16  
0.1.1 2019-03-11  
0.1.0 2019-03-10  

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Page last updated 2025-06-27 19:08:29 UTC