PyData Global

Our End-of-Year Fundraiser ends in just THREE DAYS! Maximize your impact and your tax refund by donating to empower #OpenCode4BetterScience before December 31! https://hubs.ly/Q030KD510

Huge thank you to Amazon Web Services (AWS) for their $5,000 pledge for the 2024 NumFOCUS End-of-Year Fundraiser! Who’s next to join? 🧡 Your pledge supports over 140 OSS projects in AI, biotech, and more. Only a few days left to pledge! Join the 20@5K Initiative today. https://hubs.la/Q030KnD_0

Small Development Grant Spotlight: OpenFHE 🩵 OpenFHE is a C++ homomorphic encryption library. In 2024, OpenFHE was awarded a $10,000 SDG, which enabled the ML/data science community to use FHE in their applications. These privacy-preserving ML capabilities will enable new biological discoveries and more effective medical treatment! Your contribution is a ripple effect for change. Our campaign ends in just a few days, get your donation in today! https://hubs.la/Q030x-0n0

We still need to hit our End-of-Year Fundraiser goal! Share these badges to show you’ve donated, or share your open-source story down below! We’re stronger together—donors like you are fueling discoveries in AI, climate science, and more. Donate today to drive innovation, and inspire others to do the same https://hubs.la/Q030xRXD0

Small Development Grant Spotlight: Spyder 🕷️ In April 2021, Spyder 5 introduced a new API that makes writing plugins both simpler and much more powerful. In 2024, Spyder was awarded a $9,760 SDG, completing the final, crucial step to make the API fully accessible and usable for a wide variety of developers of third party plugins, as well as contributors to Spyder itself. The possibilities this opened up were tremendous, and it’s all thanks to donors like you! Only a few days left of our End-of-Year Fundraiser! Be part of the movement driving open science forward, and donate to #OpenCode4BetterScience today! https://hubs.la/Q030xJ-_0

Together, we can solve global challenges. Corporate giving makes it possible. We still need 16 more pledges for our End-of-Year Fundraiser goal! Partner with us to make open science part of your corporate impact strategy by becoming one of the first 20 companies to pledge $5,000 towards #OpenCode4BetterScience! https://hubs.la/Q030xLtw0

Season's greetings from NumFOCUS! ❄️ This holiday season, we celebrate the spirit of global collaboration that defines our community. Thank you for helping us illuminate the world with the power of open science and shared purpose! There's only a few days left of this giving season, #FuelTheFuture with a donation to our NumFOCUS 2024 End-of-Year Fundraiser! https://hubs.la/Q030wKKt0

Small Development Grant Spotlight: rOpenSci 💻 rOpenSci was founded in 2011 with the goal of reproducible, community-driven research in the R language. In 2024, rOpenSci was granted a $8,729 SDG, paving the way for rOpenSci Community Calls! This dynamic and inclusive event format opened doors for community members to learn, collaborate, and contribute to open source scientific projects, and it resulted in an increase in the quantity, quality, and accessibility of their contributions. Your donations are shaping the future of the scientific computing community! Join the #OpenCode4BetterScience movement with a donation today! https://hubs.la/Q030ybw40

This is our FINAL WEEK push for our End-of-Year Fundraiser! You have the power to fund and fuel the future of open source. We gave out ~30 SDGs in 2024, and so far we’ve already raised enough money for 3 more. Let’s do even more in 2025—get your funds in now, and share these badges to spread the word once you’ve donated! https://hubs.la/Q030x1yV0

Small Development Grant Spotlight: PyVista 📐 PyVista is currently utilized by over 350 packages and more than 3,000 projects on GitHub, making it a cornerstone in 3D scientific visualization. In 2024, PyVista was granted a $10,000 SDG, which allowed them to unify its volume and mesh rendering APIs, making it more accessible to all users while addressing critical needs in fields like geophysics, medical imaging, and fluid dynamics. Your donation can fuel innovation! Donate here: https://hubs.la/Q030wyZG0