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Vectorizing impossible operations: boolean algebra, sets, and filters

alexmolas · published 13 July 2022

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https://news.ycombinator.com/submitlink?u=https://alexmolas.com%2F2022%2F07%2F13%2Fboolean-algebra-sets-and-filters.html&t=Vectorizing%20impossible%20operations:%20boolean%20algebra,%20sets,%20and%20filters

news.ycombinator.com

https://python.plainenglish.io/pandas-how-you-can-speed-up-50x-using-vectorized-operations-d6e829317f30/

python.plainenglish.io

https://stackoverflow.com/questions/27575854/vectorizing-a-function-in-pandas

stackoverflow.com

https://medium.com/analytics-vidhya/understanding-vectorization-in-numpy-and-pandas-188b6ebc5398

medium.com

https://towardsdatascience.com/efficient-pandas-apply-vs-vectorized-operations-91ca17669e84

towardsdatascience.com

https://medium.com/productive-data-science/why-you-should-forget-for-loop-for-data-science-code-and-embrace-vectorization-696632622d5f

medium.com

https://morioh.com/p/7ba40acefa19

morioh.com

https://datascience.blog.wzb.eu/2018/02/02/vectorization-and-parallelization-in-python-with-numpy-and-pandas/

datascience.blog.wzb.eu

https://www.architecture-performance.fr/ap_blog/applying-a-row-wise-function-to-a-pandas-dataframe/

architecture-performance.fr

https://ogeek.cn/qa/?qa=383643/

ogeek.cn

https://github.com/AlexMolas/fast-filters

github.com

https://www.pola.rs/

pola.rs

https://dask.org/

dask.org

https://vaex.io/

vaex.io

https://pandas.pydata.org/

pandas.pydata.org

https://github.com/AlexMolas/fast-filters/blob/main/scripts/generate_examples.py

github.com