We're live! 🦄 Marco Gorelli is coding Narwhals right now. Jump in to watch, ask questions, and hang out with the community. Join us 👉 here:

"Communities can catch people at just the right moment, and each of us has the power to be that pivotal person for someone else." Lysandros Nikolaou will share his journey at #PyConSweden! Join him to hear how mentors, friends, and random emails shaped his path. 🐍 pycon.se#top

🔥 Marco Gorelli is going live this Friday to work on Narwhals. Come hang out, watch the magic happen, and ask questions about making your library work. See you there! 🔔 buff.ly/znNjID8 #Narwhals #OpenSource #Pandas #Polars

Happy International Podcast Day! 🎙️ Celebrating with some amazing episodes featuring our @quansight team: 🎧 Athan Reines on stdlib 🎧 Marco Gorelli on Narwhals 🎧 Ralf Gommers on NumPy 🎧 Travis Oliphant on SciPy & scientific Python Links 🧵👇 What's your favorite tech podcast? Share with us!

📬 Did you miss the latest Quansight Quarterly? Don't let another issue pass you by! Get insights on open source, innovation, and the latest from our team delivered straight to your inbox. 👉 Subscribe now: quansight.com/subscribe-to... #OpenSource #Newsletter

Python 3.14's free-threaded build just got 2-12x faster GC performance! New optimizations available to the community: ✔️ Mark-alive phase ✔️Software pre-fetching ✔️Smarter GC triggers The path to GIL-free Python is advancing! Get the details from Neil Schemenauer in our latest blog:

🐍 We are excited to see Ralf Gommers representing the scientific Python community at PyData Paris next week! His keynote, "Big ideas shaping scientific Python," explores how innovation happens through collaboration between volunteers, companies, and institutions. 🚀 buff.ly/nAcGbDm

🐼 pandas continues to advance! The new pd.col() syntax in pandas 3.0 makes data transformations cleaner and more predictable than lambda functions. Marco Gorelli shows how expressions solve scoping issues while enabling more efficient method chaining. 💡 Discover more:

A big shoutout to PyladiesCon for their amazing work! Quansight is incredibly proud to be a Partner Sponsor for #PyLadiesCon 2025. We believe in fostering an inclusive and global Python community, and this conference plays a vital role in that effort. Let's make it the best one yet!

The latest blog post from Kumar Aditya explores the significant changes in Python 3.14 that improve the scalability of asyncio. This work empowers developers to run multiple event loops in parallel, leveraging multi-core systems like never before. Read the blog: buff.ly/amae7FO

Great keynote talk from Tania Allard on the importance of investing time and effort in the maintenance of key foundational software. Thank you Tania 👏

Wheel variants now automatically deliver the right GPU-accelerated or CPU-optimized packages for your hardware setup. Michał Górny details the first six months of a collaboration that aims to change Python packaging to move beyond simple platform tags. Read more: buff.ly/HUfXWcb

🚀 What if citizens could independently verify environmental claims made by politicians and media? @agriyakhetarp.al is exploring this question at #IndiaFOSS2025. His talk will showcase how in-browser FOSS tools empower citizens with data for environmental policy. 👉 fossunited.org/indiafoss/gu...

Essential conversations about research software sustainability 🤝 Tania Allard will contribute to the conversation at RSECon25 with her keynote "Paths for impactful software: or how to keep research and scientific software relevant for tomorrow." 🔗 buff.ly/0B1LAjT @society-rse.org

🎙️ Our founder, Travis Oliphant, joined Stack Overflow's podcast to discuss the heart of open source: community & collaboration. From NumPy's creation to building sustainable open source - it's all about "Open-source is for the people, by the people" 🔗 buff.ly/4OhsXon #NumPy #SciPy #Python

🏗️ Infrastructure wins that matter: Isuru Fernando's breakdown of ABI3 conda support shows how "boring" backend improvements create massive downstream value. Faster Python adoption, happier maintainers, lower costs - win-win-win! Read the detailed post: buff.ly/J09DnBq

Tania Allard is CEO of Impact at Quansight. She'll deliver our third keynote talk on Thursday 25th September @ 09:00 and will talk about Paths for impactful software: or how to keep research and scientific software relevant for tomorrow. rsecon25.society-rse.org/registration #rsecon25 #rse

Learn what it takes to build a community around a programming language, from NumPy to the scientific computing ecosystem. Travis Oliphant shares his story on the Changelog podcast.

What does the future of dataframes look like? Marco Gorelli, author of Narwhals, core contributor to pandas & Polars, has answers. Join his PyDataBerlin keynote to see how interoperability is transforming data science. buff.ly/PQAz6Ol #DataScience #PyDataBerlin #FutureOfData

🐼 Exciting news for the pandas community! Expressions are coming to pandas 3.0 with the new pd.col() syntax. Marco Gorelli breaks down how this feature will make your code more readable and avoid lambda pitfalls. 👉 Don't miss this essential read: buff.ly/V5mXS5h #pandas #Python #DataScience

The story of Python is the story of community. From Guido's Christmas hobby project in 1989 to the language powering AI breakthroughs today - this documentary captures how Python transformed programming for everyone. Watch the full documentary: buff.ly/zoU6bvc @cultrepo.bsky.social

Today is the day! A few months ago, I was interviewed for the Python documentary. There could be an entire network with these stories told. I would love to see this. The documentary is now out on the @cultrepo YouTube channel! youtu.be/GfH4QL4VqJ0

Six years ago, Athan Reines joined Quansight! As a core developer of stdlib, Athan has helped bridge the gap between JavaScript and scientific applications. The future of open source is bright with contributors like Athan leading the way. Here's to many more years of innovation together! 🥂

🔮 MUST-ATTEND TALK at PyCon Greece! The magic behind Python's newest syntax features revealed! Pattern matching, type parameters, exception groups - Lysandros Nikolaou will show you the incredible journey from source code to execution. Don't miss this: buff.ly/eZvkx30

This week marks history! The inaugural PyCon Greece kicks off August 29-30 in Athens. We are excited to support this milestone as a Silver Sponsor. Shout-out to our own Lysandros Nikolaou, who's on the organizing committee making this amazing event possible! buff.ly/eZvkx30 #PyConGR #Python

Did you miss the wheel variants deep dive? The PyTorch team, along with our CEO, Technology, Ralf Gommers, explored how automatic hardware detection could transform scientific Python packaging. Watch the replay: buff.ly/IysfbW1 #PyTorch #ScientificComputing #Python #OpenSource

How do we ensure research software stays relevant for the future? 🤔 Tania Allard will explore this crucial question in her #RSECON25 keynote "Paths for impactful software" Don't miss this big-picture discussion 👉 buff.ly/nZYv3PE @society-rse.org

From academic researcher to entrepreneur 📈 Ever wondered how NumPy evolved from Numeric? 🔧 Travis Oliphant breaks it all down on @realpython.com - the technical decisions, community building, and entrepreneurial journey that shaped scientific Python. Essential listening 🎧

🚀 LIVE NOW! Another Narwhals development session with Marco Gorelli is underway! From pandas to Polars to PyArrow - see how one API can rule them all. Join the chat and be part of the conversation! 🔗 buff.ly/9ARUopO #LiveNow #DataFrames #Python

🎧🐍 Episode #262 of the Real Python Podcast is live: Travis Oliphant: SciPy, NumPy, and Fostering Scientific Python realpython.com/podcasts/rpp...

The early days of scientific Python were messy, collaborative, and beautiful 🐍 Travis Oliphant shares the story behind NumPy & SciPy: buff.ly/3DBVpx7 The Python documentary drops Aug 28th! 🎬 #ScientificPython #OpenSource #Community

Isabela Presedo-Floyd's new post on JupyterLab accessibility work hits different. She breaks down the messy reality of making real change—including the uncomfortable truths most people skip over. Read all the insights: buff.ly/QdJgKyh

Excited for #EuroSciPy2025 happening next week in beautiful Kraków, Poland! The 17th European Conference on Python in Science brings together 350+ participants, 50 speakers, and 24 workshops from Aug 18-22. Kudos to our own Mateusz Sokół for being part of the Organizing Committee!

📅 Don't forget! The next Narwhals development session is coming up: August 22, 3-5 PM UTC Marco Gorelli continues building the compatibility layer that powers modern Python data science. Whether you're team pandas, Polars, or anything in between - there's something for you! 🔗 buff.ly/k0rySKP

💡Experimental support for “Wheel Variants” is here! A mechanism to support package publishing & installation on diverse hardware, including GPUs, is now (experimentally) available in PyTorch 2.8 and the uv package manager. Read all the technical details in our latest blog:

Sometimes starting from scratch is the answer SciPy's distribution infrastructure carried decades of technical debt. The community response? A complete rebuild that's both faster and more user-friendly. Albert Steppi's #SciPy2024 talk now on YouTube: buff.ly/ZpGVuql Great work by the community!

Get ready to experience PyTorch 2.8's new wheel variant support! This feature is designed to enhance the PyTorch install experience. Join the Live Release Q&A tomorrow with expert panelists, including Quansight's Ralf Gommers. Secure your spot: buff.ly/WlEOp9v #PyTorchPackaging #OpenSource

💡 When open source collaboration meets strategic funding! Our partnership with Point72 just delivered ABI3 support for conda, dramatically reducing build complexity for Python extensions. Impact: Faster Python version support, less volunteer burden, and major cost savings. 🔗 buff.ly/lXrPNmj

⏰ STARTING IN 1 HOUR! Narwhals development livestream with Marco Gorelli ✨ Live coding ✨ Community Q&A ✨ Real-time problem solving ✨ Learn from the creator Perfect time to grab a snack and watch some dataframe magic! 🍿 ☕ 🔗 buff.ly/CLkoz2V #LiveCoding #DataScience

Travis Oliphant shares the heart of open source ❤️ It's about having the humility to release imperfect work, the grace to receive feedback, and the joy of connecting through code with people across the globe. Don't miss the full Python documentary on August 28th! 🎬

🎯 We're thrilled that our CEO, Impact, Tania Allard, will be delivering a keynote at #RSECon25! Join her September 9-11 at the University of Warwick to hear Tania share her insights. 🔗 buff.ly/M94eqxj @society-rse.org

🦄 🌊 More Narwhals development sessions coming your way! 📅 August 8, 3-5 PM UTC 📅 August 22, 3-5 PM UTC Join Marco Gorelli for more live coding on the compatibility layer that's changing how we think about dataframes. Same great content, new features to explore! 🔗https://buff.ly/rNP5XZK

🎉 Our CEO, Tecnology Ralf Gommers, is keynoting at PyData Paris! "Big ideas shaping scientific Python: the quest for performance and usability" From NumPy 2.0 to GPU performance - discover what's next for scientific Python! 🐍 Find more details here: buff.ly/mY30TEi

🎯 Many developers write Python without fully grasping the sophisticated machinery working beneath the surface. Lysandros Nikolaou from our team reveals the intricate process that makes Python's newest syntax features possible. 💡 🎯 Mark your calendars! buff.ly/fGlY8N7

Marco Gorelli is bringing practical insights on dataframe interoperability to PyDataBerlin keynote. His work on both pandas and Polars & Narwhals offers a unique perspective on ecosystem challenges. 🎟️ Register now: buff.ly/OSYUVNu #PyDataBerlin #DataScience

🔧 "Meet the user where they are" - brilliant philosophy! Instead of forcing everyone into one dataframe library, Narwhals lets you: ✅ Accept any dataframe type ✅ Process natively ✅ Return in original format Marco Gorelli's talk at PyData London is a masterclass! Watch it now! 📺

🚀 Improve your PyTorch install experience! The PyTorch 2.8 Live Release Q&A on Aug 14, 1 PM ET, will discuss experimental wheel variant support. Featuring Quansight's Ralf Gommers & other experts! Register now: buff.ly/VdCEfMT #PyTorchUpdates #OpenSource #DevOps #Quansight

Isabela Presedo-Floyd's reflection on JupyterLab accessibility work is refreshingly honest. She captures those subtle moments when you realize change is actually happening, even when it doesn't feel like it. Her storytelling makes complex accessibility challenges totally relatable 👇 buff.ly/IzvqHPe

GOING LIVE SOON! Another Narwhal's development session with Marco Gorelli! Witness the magic of true interoperability being built in real-time! Chat enabled - ask questions live! 🔗 www.youtube.com/watch?v=p3SL... #LiveCoding #DataScience

Understanding why Python type checkers complain about certain Protocol implementations can save hours of debugging. Marco Gorelli walks through contravariance challenges and shows better alternatives to using Any types. Read more: labs.quansight.org/blog/escapin...