NumFOCUS

@numfocus.bsky.social

Open Code = Better Science NumFOCUS is a 501(c)(3) nonprofit that supports and promotes world-class, innovative, open source scientific computing.

Give Me 5: Season 2 incoming... We're coming back with new episodes — real conversations with open source experts and advocates who are shaping the future of scientific computing. Watch the Season 2 trailer: youtu.be/T--NONuTXo4 — Interested in partnering: partnership@numfocus.org

December was an exciting month for rOpenSci! They proudly continued supporting LatinR as a community partner in 2025, and their community manager, Yani, was recently interviewed on our new NumFOCUS podcast, Give Me 5! You can watch the 5-minute episode now: youtu.be/SqafLv6CYPI?...

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rOpenSci published a blog post requesting feedback for a prototype of an organization-level dashboard for tracking the health and maintenance of an organization’s R packages. They’re still looking for feedback and suggestions, so please read and help out with your ideas! ropensci.org/blog/2025/09...

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Optuna released v4.6! This version delivers significant enhancements to both user experience and optimization power. Key highlights include an interactive, LLM-powered interface for Optuna Dashboard, enabling users to filter trials and generate graphs w/ natural language. medium.com/optuna/annou...

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Introducing NumFOCUS’s newest Affiliated project, BrainGlobe! brainglobe.info BrainGlobe is a project to build interoperable tools for the analysis and visualization of neuroscience histology data. It includes ten user-facing data processing packages. Welcome to the NumFOCUS family!

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Open-source thrives because people show up. Today, on Giving Tuesday, we’re calling on our whole community — developers, scientists, students, organizers, and supporters. Let’s push this campaign into maximum overdrive. Donate to support open science at numfocus.org/max-the-stack

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Optuna v4.6 is scheduled for release next month! It will include full support for multi-objective and constrained optimization in AutoSampler, automatic plot generation using LLM in Optuna-Dashboard, and more.

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