NumFOCUS @NumFOCUS
Our open source scientific software projects are changing the world. We support projects like Pandas, Julia, & NumPy + organize @PyData! linktr.ee/pydata Worldwide š Joined January 2013-
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Small Development Grants = big change. Docs, accessibility, tutorials, eventsāNumFOCUS microgrants fuel the improvements that make open science stronger and more inclusive. Back the Stack. Fuel the Future. hubs.ly/Q03H7kbQ0
āItās hard to find funding for docs & maintenance. Without it, code collapses under technical debt. NumFOCUS helps us move forward.ā ā Ryan Curtin, mlpack Back the Stack: hubs.la/Q03GZrKy0
#JUPYTERCON KEYNOTE LINEUP REVEALED! And it's š„š„! See whoās speaking Nov. 4-5 in San Diego: hubs.la/Q03GCf2q0 Register now & save $100: hubs.la/Q03GClCY0
Infrastructure matters. NumFOCUS provides Sponsored Projects with tools like Zoom, shared drives, JetBrains licenses, and domain supportāso developers can focus on building. Back the Stack. Fuel the Future. hubs.la/Q03GmGx10
Legal help is critical for open-source projects. NumFOCUS provides: [Time with attorneys] [Help with service agreements] [Trademark support] [Legal Q&As] Back the Stack to continue providing projects the protection they need to stay open for all: hubs.la/Q03G2VB60
"NumFOCUS helped us take PyMC to the next level⦠filling the gaps our developers couldnāt.ā ā Chris Fonnesbeck. This is why your support matters. Back the Stack to Fuel the Future at hubs.la/Q03FTmsf0 #BackTheStack #NumFOCUS @pymc_devs
Back the Stack to Fuel the Future: Weāre backing the open tools that power discovery & innovation. Help us: [Keep projects stable] [Build strong communities] [Invest in new talent] Join us & Back the Stack ā hubs.la/Q03FddN60
Open science depends on open tools. But projects like NumPy & Matplotlib often lack stable support. Thatās where NumFOCUSāand youācome in. [Keep projects stable] [Build strong communities] [Invest in new talent] Back the Stack. Fuel the Future. Donate at hubs.la/Q03F1Yxt0
rOpenSci is very excited to introduce the new rOpenSci Champions! This cohort will participate in the program and carry out their work in Spanish, allowing them to continue strengthening the open science and research software development community in this language. Read all aboutā¦
Optuna has released version 0.19.0 of optuna-dashboard! The design document for LLM integration into optuna-dashboard is also publicly available, and optunahub is now available on conda-forge. Congrats on all these exciting updates, Optuna! š
REMINDER: If youād rather not be migrated to Zulip, you can opt out until September 26th, 2025. š hubs.la/Q03DbkXy0
After lots of hard work by the team, AiiDA v2.7.0 has finally been released! š This minor release comes with various new features, like asynchronous SSH connections, Python 3.13 support, and much more. Check out the full changelog: hubs.la/Q03Dbbdn0
The MDAnalysis team recently announced its 2025 UGM, which is scheduled for November 9ā11 in Tempe, Arizona, with virtual participation options available. Two keynote speakers have been confirmed: Dr. Lillian Chong (University of Pittsburgh) and Dr. Matthias Heyden (Arizona Stateā¦
marimo announced molab, a cloud-hosted marimo notebook workspace with link-based sharing, letting you experiment on data using the worldās best Python notebook. Theyāre giving molab (mo for marimo) to you, our community, for free! molab is available at hubs.la/Q03CfMvn0
SPHinXsys recently released V1.2 with a new surface tension model and GPU offloading for mesh dynamics. Also, the heterogeneous parallel paradigm used by SPHinXsys was presented at the SPHERIC World Conference 2025! š
Blosc has rolled out new versions of the `blosc2` Python package - `blosc2` 2.4.0: Introduced the new `concat` function - `blosc2` 3.5.0: Added the `stack` function - `blosc2` 3.5.1: Achieved up to 20x lower memory usage for lazy expression slices - `blosc2` 3.6.0: Brought fancyā¦
pyMOR School and User Meeting 2025 will be held in Zagreb, Croatia, from September 8ā12. Anyone interested in model order reduction or pyMOR is welcome. Registration is free and open until August 25! hubs.la/Q03CfJSz0
BayesFlow released version 2.0.4, presented numerous findings at the MathPsych/ICCM 2025 conference at Ohio State University, and expanded its contributor list to 25 active members! Congrats to BayesFlow on all these new huge accomplishments!
HoloVizās Panel Material UI v0.3, the new Material Design extension for Panel that enables Python developers to build modern responsive web apps, delivered numerous improvements, including new widgets (CrossSelector, enhanced ChatAreaInput), renamed components, Plotlyā¦
Welcome to the NumFOCUS family, our latest Affiliated Project, the Materials Project Software Foundation! āļø hubs.la/Q03C37Cv0 The mission of the Materials Project Software Foundation (MPSF) is to provide community-driven, inclusive, coordinated, transparent, andā¦

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