skrub-data.bsky.social
skrub is a Python library to ease preprocessing and feature engineering for tabular machine learning. Our long-term goal is to directly connect database tables to machine learning estimators. https://skrub-data.org https://discord.gg/ABaPnm7fDC
👤 Joined on 19 November 2024
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@skrub-data.bsky.socialNew skrub release ✨️ I'am really excited about the more general ApplyToCols. I've found that it enables me to write very naturally complex data transformations on dataframes, as I combine it with skrub's selectors to choose which columns I apply transformations on. skrub-data.org/stable/refer...
Show PostOne of my collaborator sending me a @skrub-data.bsky.social TableReport as an HTML file, with which I can interact, and explore the data, to give him feedback. Ideal workflow, as far as I am concerned: async, yet interactive, and not needing an infrastructure
Show Post@skrub-data.bsky.social: better data-science primitives for clean code on dataframes Watch my dotAI talk, it's fun (live coding)! www.youtube.com/watch?v=bQS4... skrub really makes it easy to do machine learning with dataframes
Show PostOn vous a déjà dit que Skrub c'est cool ? Et que l'intervention de @riccardocappuzzo.com était très chouette ? Hein, on vous l'a dit ? skrub-data.org/skrub-materi...
Show PostWhat a banger is skrub @skrub-data.bsky.social ! Big thumbs up for the sklearn team & the maintainer of this package
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