Have you ever wanted to unpickle a @scikit-learn.bsky.social model you trained with version X while using a newer version X+1? If yes, why? When? How? I'd be interested to hear about your use cases to see if we can make it less painful
🎉 Scikit-learn 1.9 released:
■Solid improvements to many existing estimators: faster, more stable, handling missing values, adding GPU support…
■Also, enhanced estimator displays in notebooks,
■And callbacks that enable progress bars or monitoring of convergence
blog.scikit-learn.org/updates/rele...
❄️ The Christmas release is here! ❄️
Introducing scikit-learn 1.6 with:
🟢 2 major features & 34 improvements
🔵 5 efficiency boosts & 21 enhancements
🟡 14 API changes
🔴 30 fixes
👥 160 amazing contributors
youtu.be/7wiHChpwJe8
Looking forward to meeting you there, exchanging with experts of all the fields of data science, learning more about your use cases and collecting feedback for the future developments of our library and related projects!
There is still time to grab a seat to attend the main conference talks and maybe even present a lightning talk ;)
We will also participate in the sprint day on Thursday the 2nd, but unfortunately that day has limited seats and there is already a growing dedicated waitlist.
I recently shared some of my reflections on how to use probabilistic classifiers for optimal decision-making under uncertainty at @pydataparis.bsky.social 2024.
Here is the recording of the presentation:
www.youtube.com/watch?v=-gYn...
A bunch of scikit-learn core contributors will attend or speak at @pydataparis.bsky.social 2025 on Tuesday and Wednesday next week.
Ticketing, practical infos and schedule at: pydata.org/paris2025
SKADA is a beautiful software for Domain Adaptation in python with many shallow and deep methods implemented, it is 100% compatible with @scikit-learn.org models and pipelines and with @pytorch.org for deep learning methods.
Scikit-learn is on the @linuxfoundation.org Open Source Insights board, alongside with many other central projects:
insights.linuxfoundation.org/project/scik...
What an honor to contribute to the open-source tissue that cements the world!
