NumFOCUS (@numfocus) 's Twitter Profile
NumFOCUS

@numfocus

Our open source scientific software projects are changing the world. We support projects like Pandas, Julia, Jupyter, & NumPy + organize @PyData!

ID: 1068951084

linkhttps://linktr.ee/pydata calendar_today07-01-2013 18:32:45

13,13K Tweet

27,27K Followers

1,1K Following

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Benchmark smarter, not harder. NetworkX is building nx-bench—a central benchmarking suite for Python graph libraries. Visual dashboards, reproducible tests, and performance insights for all. 🚀 Fuel tools that accelerate research: hubs.la/Q03tTQ-90 #FuelTheFuture #NetworkX

Benchmark smarter, not harder. NetworkX is building nx-bench—a central benchmarking suite for Python graph libraries. Visual dashboards, reproducible tests, and performance insights for all. 🚀 Fuel tools that accelerate research: hubs.la/Q03tTQ-90
 #FuelTheFuture #NetworkX
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Big news! NumFOCUS is transitioning from Slack to Zulip — an open-source platform that reflects our values and supports our community. Learn more about the migration: hubs.la/Q03tTV1h0

Big news! NumFOCUS is transitioning from Slack to Zulip — an open-source platform that reflects our values and supports our community. Learn more about the migration:
hubs.la/Q03tTV1h0
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The curse of dimensionality has met its match. Econ-ARK is bringing deep learning solvers into its open modeling toolkit, making realistic, high-dimensional macro models finally tractable. More power, less bespoke code. Support future-ready research tools: hubs.la/Q03t0VBL0

The curse of dimensionality has met its match. Econ-ARK is bringing deep learning solvers into its open modeling toolkit, making realistic, high-dimensional macro models finally tractable. More power, less bespoke code. Support future-ready research tools: hubs.la/Q03t0VBL0
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Our next fabulous Keynote at SciPy 2025: Charles R. Harris! 🐍 Charles has been a foundational contributor to the scientific Python ecosystem since 2002, with work spanning Numeric, Numarray, NumPy, and SciPy. Charles brings both deep historical knowledge and a steady commitment

Our next fabulous Keynote at SciPy 2025: Charles R. Harris! 🐍

Charles has been a foundational contributor to the scientific Python ecosystem since 2002, with work spanning Numeric, Numarray, NumPy, and SciPy. Charles brings both deep historical knowledge and a steady commitment
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New to open source? You’re not alone—and now, you don’t have to go it alone. rOpenSci is launching multilingual events that combine community calls + coworking sessions to help first-time contributors (to code & docs!) feel supported, backed by NumFOCUS. Support open tools and

New to open source? You’re not alone—and now, you don’t have to go it alone. rOpenSci is launching multilingual events that combine community calls + coworking sessions to help first-time contributors (to code & docs!) feel supported, backed by NumFOCUS. Support open tools and
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No open tools = no black hole photo. No click chemistry Nobel. Help us keep science open, accessible, and moving forward by donating today at hubs.la/Q03v0D260

No open tools = no black hole photo. No click chemistry Nobel. Help us keep science open, accessible, and moving forward by donating today at hubs.la/Q03v0D260
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Homomorphic encryption is the key to future-proof ML. OpenFHE is building a NumPy-style matrix arithmetic layer, so you can train models without decrypting sensitive data. From medical research to responsible AI, this work opens new doors. Fuel the future: hubs.la/Q03v0LbZ0

Homomorphic encryption is the key to future-proof ML. OpenFHE is building a NumPy-style matrix arithmetic layer, so you can train models without decrypting sensitive data. From medical research to responsible AI, this work opens new doors. Fuel the future: hubs.la/Q03v0LbZ0
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Last but certainly not least, SciPy 2025’s fourth fabulous Keynote speaker: Dr. Yusra AlSayyad! 🐍 Dr. AlSayyad is the Deputy Associate Director of the Data Management subsystem for the Vera C. Rubin Observatory, where she coordinates for the Science Pipelines and Campaign

Last but certainly not least, SciPy 2025’s fourth fabulous Keynote speaker: Dr. Yusra AlSayyad! 🐍

Dr. AlSayyad is the Deputy Associate Director of the Data Management subsystem for the Vera C. Rubin Observatory, where she coordinates for the Science Pipelines and Campaign
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Spatial data tools shouldn’t live in silos. GeoPandas supports SDSL—a cross-language initiative uniting R, Python, and Julia devs to build shared tools and better science. Back community-powered collaboration like this at hubs.la/Q03v0HSH0 #FuelTheFuture #GeoPandas

Spatial data tools shouldn’t live in silos. GeoPandas supports SDSL—a cross-language initiative uniting R, Python, and Julia devs to build shared tools and better science. Back community-powered collaboration like this at hubs.la/Q03v0HSH0 #FuelTheFuture #GeoPandas
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IT’S HERE! SciPy 2025 has OFFICIALLY kicked off at the Tacoma Convention Center! 🐍 Create, code, and collaborate with attendees and speakers from industry, academia, and government on the latest projects in this incredible week of data excellence, and enjoy your time at SciPy

IT’S HERE! SciPy 2025 has OFFICIALLY kicked off at the Tacoma Convention Center! 🐍 Create, code, and collaborate with attendees and speakers from industry, academia, and government on the latest projects in this incredible week of data excellence, and enjoy your time at SciPy
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We’re in the final stretch of our Fuel the Future campaign! Your donation today helps fund the tools that power scientific discovery every day—tools like Spyder, Jupyter, and NumPy. Tools that don’t just work, but make research more reproducible, teaching more accessible, and

We’re in the final stretch of our Fuel the Future campaign!

Your donation today helps fund the tools that power scientific discovery every day—tools like Spyder, Jupyter, and NumPy. Tools that don’t just work, but make research more reproducible, teaching more accessible, and
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Time is running out—our Fuel the Future campaign ends soon! We’ve been able to support several improvements to foundational open-source tools this year, thanks to donors like you. These are the changes that keep science moving forward. Let’s keep the momentum going. Donate now

Time is running out—our Fuel the Future campaign ends soon!

We’ve been able to support several improvements to foundational open-source tools this year, thanks to donors like you. These are the changes that keep science moving forward.

Let’s keep the momentum going. Donate now
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NumFOCUS is thrilled to once again be a community partner with the PyBay 2025 conference in San Francisco, Oct. 18! Join us and dozens of other enthusiastic developers in the Bay Area to discuss all things Python at this exciting 10th anniversary event! hubs.la/Q03wnhql0

NumFOCUS is thrilled to once again be a community partner with the PyBay 2025 conference in San Francisco, Oct. 18! Join us and dozens of other enthusiastic developers in the Bay Area to discuss all things Python at this exciting 10th anniversary event! hubs.la/Q03wnhql0
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There’s still time to make your impact in our Fuel the Future campaign—but not much. Support the projects that keep science open, tools usable, and research reproducible. Your gift today = smoother dev experiences, stronger communities, and more accessible scientific computing

There’s still time to make your impact in our Fuel the Future campaign—but not much. Support the projects that keep science open, tools usable, and research reproducible.

Your gift today = smoother dev experiences, stronger communities, and more accessible scientific computing
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Zulip is open source, thread-based, and easy to use. We're switching to Zulip to support sustainable, transparent tools in 2025. Learn more: hubs.la/Q03wJsJ20

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astropy, a core Python package for Astronomy, is excited to present its v7.1.0 release! hubs.la/Q03wW5-L0 The astropy core package is a community-driven Python package intended to contain much of the core functionality and common tools needed for astronomy and

astropy, a core Python package for Astronomy, is excited to present its v7.1.0 release! hubs.la/Q03wW5-L0

The astropy core package is a community-driven Python package intended to contain much of the core functionality and common tools needed for astronomy and
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That’s another successful SciPy conference for the books! Thank you to everyone who came, spoke, sponsored, or supported in any way! Sssee you next year! 💙💜🧡💛🐍

That’s another successful SciPy conference for the books! Thank you to everyone who came, spoke, sponsored, or supported in any way! 

Sssee you next year! 💙💜🧡💛🐍
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Welcome to the NumFOCUS family, our latest affiliated project, Albumentations! ❤️ hubs.la/Q03wW8_60 Albumentations is a fast and flexible image augmentation library that supports over 70 different transforms for object detection, segmentation and image classification

Welcome to the NumFOCUS family, our latest affiliated project, Albumentations! ❤️ hubs.la/Q03wW8_60

Albumentations is a fast and flexible image augmentation library that supports over 70 different transforms for object detection, segmentation and image classification
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Zarr is hiring again! Build scalable bioimaging solutions, collaborate globally, and join the Friedrich Miescher Institute for Biomedical Research as a Computational Scientist or Research Software Engineer hubs.la/Q03wWkCn0

Zarr is hiring again! Build scalable bioimaging solutions, collaborate globally, and join the Friedrich Miescher Institute for Biomedical Research as a Computational Scientist or Research Software Engineer
hubs.la/Q03wWkCn0