cuDF – GPU DataFrame Library

Re:cuDF – GPU DataFrame Library by __mharrison__ on Sunday June 02, 2024 @11:37PM (#40559115)

Even though other tools might be "better" than Pandas, it's ubiquity is why I suggest it.

The ability to run coffee 100-1000x faster with this is just icing on the cake.

(I've run through this with most of my Pandas training material and it just works with no code changes.)

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Re:cuDF – GPU DataFrame Library by mafro on Monday June 03, 2024 @12:15AM (#40559274)

Out of interest, what other tools might be "better" than Pandas?

I like pandas, and python.

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Re:cuDF – GPU DataFrame Library by Carbocarde on Monday June 03, 2024 @12:27AM (#40559338)

I’m not who you were replying to but I’ve had positive experiences working with polars: https://pola.rs/

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Re:cuDF – GPU DataFrame Library by __mharrison__ on Monday June 03, 2024 @01:06AM (#40559501)

Polars is one (I'm a huge fan, I even wrote a book about it), SQL, R, Excel...

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Re:cuDF – GPU DataFrame Library by internet101010 on Monday June 03, 2024 @09:43AM (#40562565)

Polars is great. Most of my Python work involves wrangling data with pandas and polars was integral in getting me out of rust tutorial city and into rust production.

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