[scikit-learn] Pandas DataFrame output is now available for all sklearn transformers

Reshama Shaikh reshama.stat at gmail.com
Wed Nov 2 07:51:39 EDT 2022


Hello,

We have uploaded a new video, with better sound, on the topic of: Pandas
DataFrame output is now available for all sklearn transformers
https://youtu.be/5bCg8VfX2x8

(The previous video is now unlisted, so the link is not broken.)  Thank you
for your patience.

---
Reshama Shaikh
she/her



On Thu, Oct 27, 2022 at 3:39 PM Reshama Shaikh <reshama.stat at gmail.com>
wrote:

> Hello,
>
> Pandas DataFrame output is now available for all sklearn transformers (in
> dev version 1.2)! This will make running pipelines on data frames much
> easier, and provides better ways to track feature names.
>
> There is a 14-minute video with examples, some more information and some
> FAQs answered at the end [a].
>
> This is one of the biggest improvements in scikit-learn in a long time and
> we'd love your feedback! Please try out the nightly built and give it a go.
> We'd love to hear both about whether this helps your use cases and any bugs
> you find.
>
> A special thanks to the maintainers: Thomas J. Fan, Guillaume LeMaitre,
> Christian Lorentzen !
>
> [a] video
> https://youtu.be/J4KCu9WWDTo
>
> [b] example
>
> https://scikit-learn.org/dev/auto_examples/miscellaneous/plot_set_output.html#sphx-glr-auto-examples-miscellaneous-plot-set-output-py
>
> [c] LinkedIn post
>
> https://www.linkedin.com/feed/update/urn:li:activity:6987027021608460289/?actorCompanyId=79865351
>
> ---
> Reshama Shaikh
> she/her
>
>
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