Sign in

QuantStack

@quantstack.bsky.social
293 followers 52 following 22 posts

A team of open-source maintainers and engineers providing solutions and support for open-source projects used by millions worldwide. #Jupyter, #condaforge, #Mamba, #ApacheArrow, #Xtensor, and more.

PostsRepliesMedia
Reposted by QuantStack
Compute! Paris @computeparis.bsky.social · 15h
For years, Google Earth Engine has been the only real option for scientists who want to run algorithms across petabytes of satellite data and see results fast. That's starting to change.
122
QuantStack @quantstack.bsky.social · 22/09/2026
Emscripten-forge now lets you build, package, and run full Qt6 applications entirely in the browser - no server required. Shared dependencies, caching, and seamless distribution as conda packages. Try live demos like qt-calculator and sqlitebrowser. Full story: notebook.link/blog/qt-in-t...
notebook.link
Shipping Complex Qt Applications in the Browser with emscripten-forge | Notebook.link
Qt6 desktop apps as regular conda packages, runnable in the browser via emscripten-forge.
010
Reposted by QuantStack
Julien Jerphanion @jjerphan.xyz · 16/09/2026
🚀 NumPy in the browser just got faster. Emscripten-forge NumPy now uses OpenBLAS, bringing significant speedups to linear algebra, including matrix multiplication. Upcoming WASM SIMD kernels will improve performance further. 🔗 notebook.link/blog/the-las... cc @conda-forge.org @pyodide.org
notebook.link
The last mile of a long road: faster NumPy in the browser | Notebook.link Documentation
NumPy on Emscripten-forge now links OpenBLAS in WebAssembly, with large speedups for matmul and linear algebra in the browser.
0188
Reposted by QuantStack
LinuxFr.org @linuxfr.org · 14/09/2026
Première édition de Compute! Paris @computeparis.bsky.social les 25 et 26 novembre prochains à Sorbonne Université. C'est organisé par l’équipe de PyData Paris 2024 et 2025 Tous les détails dans la dépêche dédiée ▶️ linuxfr.org/news/compute...
linuxfr.org
Compute! Paris 2026 - LinuxFr.org
Compute! Paris 2026
022
QuantStack @quantstack.bsky.social · 07/09/2026
🚀 We are thrilled to welcome Pablo Winant to QuantStack as a Scientific Advisor. Pablo joins us part-time while on a sabbatical year from his roles as a Professor at ESCP Business School and École Polytechnique. quantstack.net/blogs/Pablo-... @xpolytechnique.bsky.social @dynare.bsky.social
quantstack.net
Welcoming Pablo Winant as Scientific Advisor at QuantStack | QuantStack
We are thrilled to welcome Pablo Winant to QuantStack as a Scientific Advisor. Pablo joins us part-time while on a sabbatical year from his roles as a Professor at ESCP Business School and École Polyt...
010
QuantStack @quantstack.bsky.social · 03/09/2026
Browser-based robotics, from CAD to URDF kinematics 🤖 Yahia Heni's work on #JupyterCAD + JupyterLab-URDF lets you design 3D parts, export to URDF, edit joints & simulate kinematics, all in #JupyterLab, zero local install. Blog: blog.jupyter.org/a-robotics-w... Demo: notebook.link/@Yahiewi/urd...
blog.jupyter.org
A Robotics Workbench for JupyterCAD
A unified in-browser workflow from CAD to URDF kinematics
031
Reposted by QuantStack
Martin Renou @martinrenou.bsky.social · 24/08/2026
Announcing JupyterGIS 0.16.0! 🤩 👋 blog.jupyter.org/jupytergis-0... We are excited to show you everything we've been building for the past months: - improved story-maps look and editor - a new Grammar Of Graphics symbology - openEO support - a new R API @jupyter.org @geojupyter.bsky.social
0228
QuantStack @quantstack.bsky.social · 19/08/2026
Congratulations to the JupyterGIS and GeoJupyter team. The paper "JupyterGIS: A Collaborative GIS Environment for JupyterLab" was just published into JOSS. @geojupyter.bsky.social, @martinrenou.bsky.social, @annefouilloux.bsky.social, @mfisher87.bsky.social, @arjxn-py.bsky.social
0105
Reposted by QuantStack
Sylvain Corlay @sylvaincorlay.bsky.social · 17/08/2026
Ten years ago, I founded QuantStack on a conviction: that we could build a sustainable business by supporting world-class open-source software to advance science. We had no outside funding, no guarantees, just trust in open collaboration. Read the full story: quantstack.net/blogs/Decade...
quantstack.net
QuantStack
A team behind major open-source projects of the scientific computing ecosystem such as Jupyter, Conda-Forge, Mamba, XTensor/SIMD, Apache Arrow/Parquet and more.
1147
QuantStack @quantstack.bsky.social · 12/08/2026
Numba now runs entirely in the browser through #JupyterLite and emscripten-forge 🤘 Read Anutosh's post for more details on how we brought Numba's JIT compiler to #WebAssembly, enabling a broader ecosystem including PyTensor, PyMC, Interpolation․py, and Dolo․py. notebook.link/blog/numba-i...
notebook.link
Numba in the Browser: Unlocking a New Scientific Python Stack in JupyterLite | Notebook.link Documentation
A JIT compiler and its scientific Python ecosystem running entirely in the Web browser
0125
Reposted by QuantStack
Compute! Paris @computeparis.bsky.social · 06/08/2026
The Compute! Paris 2026 Schedule is Live! We’re thrilled to unveil the official schedule for Compute! Paris 2026, and we couldn’t be prouder of our first edition’s incredible lineup!
143
Reposted by QuantStack
Jeremy Tuloup @jtp.io · 10/07/2026
JupyterLite 0.8 is released! 🎉 This release updates to the latest JupyterLab 4.6 and Notebook 7.6, and brings new improvements across related projects. ➡️ Try it online: jupyter.org/try-jupyter ➡️ Blog post: blog.jupyter.org/jupyterlite-...
blog.jupyter.org
JupyterLite 0.8 is released! 🎉
JupyterLite is a Jupyter distribution that runs entirely in the web browser without any server components. Deployment and hosting are easy…
1115
Reposted by QuantStack
Project Jupyter @jupyter.org · 25/06/2026
Congratulations to the newest batch of Jupyter Distinguished Contributors, James Colliander, Florence Haudin, Gregory Mooney, and Kirstie Whitaker. The Jupyter community thanks you for your effort to advance Project Jupyter, and for leading by example! blog.jupyter.org/congratulati...
blog.jupyter.org
Congratulations, Distinguished Contributors!
We are proud to announce the recipients of the Jupyter Distinguished Contributor (JDC) award for the 2025 cohort of contributors.
0124
Reposted by QuantStack
David Brochart @davidbrochart.bsky.social · 18/06/2026
Thanks FastAPI for supporting @jupyter.org!
131
Reposted by QuantStack
Emilien Schultz @emilienschultz.eurosky.social · 16/06/2026
Journées Open Source de @insee.fr au lieu de la transformation - @sylvaincorlay.bsky.social de QuantStack fait la keynote d'ouverture, reliant son expérience d'entrepreneur dans l'open source et sa participation (et celle de son entreprise) au projet @jupyter.org
184
Reposted by QuantStack
AntoinePrv @antoineprv.bsky.social · 11/06/2026
New SIMD improvements make Parquet column reads up to 80% faster on baseline ARM64 and SVE. Shipping with @arrow.apache.org 25.0. Work done @quantstack.bsky.social with support from a generous sponsor. medium.com/@AntoineProu...
064
Reposted by QuantStack
Compute! Paris @computeparis.bsky.social · 10/06/2026
Compute! Paris 2026 Sprints on Nov 27! We’re excited to announce a full day of coding, collaboration, and open-source contributions in scientific computing. Hosted by SCAI, our community partner. scai.sorbonne-universite.fr Learn more: compute.events/paris2026/sprints.html
032
Reposted by QuantStack
Compute! Paris @computeparis.bsky.social · 05/06/2026
Welcome to our first sponsor: @stat4decision.bsky.social www.stat4decision.com/fr/
062
Reposted by QuantStack
Sylvain Corlay @sylvaincorlay.bsky.social · 04/06/2026
⚠️There are only a few days left to submit your proposal to Compute! Paris 2026. 🗓️ Cfp closes on Sunday (June 7th). 🔗 compute.events/paris2026/
compute.events
Compute! Paris 2026
Understanding your tools and algorithms is what gives you agency in a digital world. Paris, November 25–26, 2026.
033
Reposted by QuantStack
Compute! Paris @computeparis.bsky.social · 22/05/2026
Wolf Vollprecht, founder of Prefix.dev, creator of mamba & pixi, and conda-forge core maintainer, is keynoting Compute! Paris 2026! Hear his vision for the future of open-source tooling, performance, and data science infrastructure.
0126
Reposted by QuantStack
Compute! Paris @computeparis.bsky.social · 20/05/2026
Mackenzie Mathis (EPFL neuroscientist, DeepLabCut & CEBRA co-creator and open science pioneer) is keynoting at Compute! Paris 2026! Her tools (used by 1000s of labs) decode behavior & neural activity. She explores adaptive intelligence, how brains and machines learn in a changing world.
Mackenzie Mathis
033
Reposted by QuantStack
Thorsten Beier @derthorsten.bsky.social · 08/05/2026
We added top-level await support to xeus-python 🚀 You can now use toplevel async code directly in notebooks without extra boilerplate — and without blocking the kernel. Available with xeus-python 0.19.0 Here is a short blog post about how it works: notebook.link/@DerThorsten...
notebook.link
Notebook.link - Run & Share Jupyter Notebooks Instantly
A fully interactive, scalable, and language-agnostic computing environment that operates entirely in your browser. Supports Python, R, C++, and GNU Octave. Share a link — anyone can run it instantly.
0125
Reposted by QuantStack
Julien Jerphanion @jjerphan.xyz · 29/04/2026
📣 We are delighted to release mamba 2.6.0. 📣 This minor version includes the support for sharded repodata, significantly improving the UX of the project. 🔗 Read more about improvements on this blog post: medium.com/@julien.jerp... 🔗 For a full overview for the change: github.com/mamba-org/ma...
medium.com
Sharded Repodata Support in Mamba
Introduction: conda packages metadata indexing
194
Reposted by QuantStack
Compute! Paris @computeparis.bsky.social · 28/04/2026
Biologists, city planners, physicists, and engineers... What do they have in common? At Compute! Paris 2026 (Nov 25-26), they’re solving the same data challenges from different angles. Join the conversation! compute.events/paris2026/ #ComputeParis
compute.events
Compute! Paris 2026
Understanding your tools and algorithms is what gives you agency in a digital world. Paris, November 25–26, 2026.
063
Reposted by QuantStack
Jeremy Tuloup @jtp.io · 24/04/2026
Working on a new feature for the next JupyterLab 4.6 release that makes it easier to move panels and tabs across the interface and customize the layout to your liking. This is going to be useful for working with your favorite coding agent CLI right from within JupyterLab! 🤖
051
Reposted by QuantStack
Compute! Paris @computeparis.bsky.social · 23/04/2026
Compute! is a new conference series built on the idea that data professions need transparency, not black boxes. It connects open-source maintainers with users, fostering collaboration across disciplines. The first event will happen in Paris in November, and the CfP is open! compute.events/paris2026/
compute.events
Compute! Paris 2026
Understanding your tools and algorithms is what gives you agency in a digital world. Paris, November 25–26, 2026.
052
Reposted by QuantStack
Project Jupyter @jupyter.org · 09/04/2026
Explore the expansion of geospatial workflows in Jupyter. Gregory Mooney, QuantStack highlights how JupyterGIS is enabling collaborative mapping and spatial analysis within interactive notebooks. #Jupyter #GIS #OpenSource blog.jupyter.org/expanding-ge...
blog.jupyter.org
Expanding Geospatial Workflows in JupyterGIS: STAC Browsing and Story Maps
Since its initial announcement less than two years ago, JupyterGIS has been a growing effort to bring interactive geospatial workflows into…
0115
QuantStack @quantstack.bsky.social · 07/04/2026
At QuantStack, we are deeply committed to advancing the @arrow.apache.org ecosystem. Today, we introduce Sparrow-IPC, a modern C++20 implementation of Arrow IPC by Hind Montassif, Alexis Placet @alexis-placet.bsky.social, and Johan Mabille. More details in our post: medium.com/@QuantStack/...
medium.com
Introducing Sparrow-IPC: A modern C++ implementation of Arrow IPC
If you work in the world of data engineering, you are probably familiar with Apache Arrow — the universal columnar format and…
0101
Reposted by QuantStack
Prefix.dev - the Pixi company @prefix.dev · 27/03/2026
The notebook.link team is building "serverless scientific computing" on top of the modern Conda ecosystem & the prefix.dev package server. Read the guest blog on how they shipped interactive WASM for Python, R, C++, Fortran and more: prefix.dev/blog/server...
prefix.dev
How notebook.link Scales Without Backends
Notebook.link combines WebAssembly and the conda ecosystem to deliver scalable, serverless computing environments that run entirely in the browser. No backend. No scaling headaches. Just instant, collaborative scientific computing for everyone.
198
Reposted by QuantStack
Antoine Pitrou @pitrou.net · 17/03/2026
Dive into our rewrite of a low-level algorithm in @arrow.apache.org using C++ metaprogramming that improves the performance of #Parquet reading by up to 50-60%. Impressive work done mostly by @antoineprv.bsky.social 1/ Highly understandable overview at medium.com/@AntoineProu...
medium.com
Faster Reads for Apache Parquet: Improving Integer Unpacking
By rewriting the SIMD optimizations of a critical low-level algorithm in Arrow C++, we have been able to deliver substantial speedups when…
1105
Reposted by QuantStack
Jeremy Tuloup @jtp.io · 12/03/2026
Recreating Ed Hawkins' climate spiral visualization in a Jupyter Notebook on notebook.link 🎨 The notebook uses NASA GISTEMP v4 monthly temperature anomalies from 1980 to 2025, and the p5.js JupyterLite kernel for ad-hoc visualizations 💡 ➡️ Try it in your browser: notebook.link/@jtp/paintin...
055
Reposted by QuantStack
Compute! Paris @computeparis.bsky.social · 02/03/2026
Backstage interview: @ylechelle.bsky.social Ian explained how :probabl turned scikit-learn (a widely used open-source tool) into a sustainable business while keeping it open. His message: Open source is Europe’s best shot at tech independence, from open data to open hardware. youtu.be/VMOpvJei4hk
youtu.be
Backstage interview - Yann Lechelle
www.pydata.org PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers…
051
Reposted by QuantStack
Antoine Pitrou @pitrou.net · 26/02/2026
And this was all done by @antoineprv.bsky.social , whose BlueSky account isn't very discoverable. 😊
011
Reposted by QuantStack
Antoine Pitrou @pitrou.net · 26/02/2026
At @quantstack.bsky.social we designed novel bit-unpacking SIMD optimizations for @arrow.apache.org and #ApacheParquet, and implemented them entirely using C++ metaprogramming instead of Python-based code generation. We'll publish a deep dive blog post soon. github.com/apache/arrow...
github.com
GH-48277: [C++][Parquet] unpack with shuffle algorithm by AntoinePrv · Pull Request #47994 · apache/arrow
Rationale for this change The current bit-unpacking algorithm (which is implemented as a C++ code generator script in Python) does not fully leverage SIMD operations: all loads and some bitshifts u...
1106
Reposted by QuantStack
Martin Renou @martinrenou.bsky.social · 24/02/2026
@geojupyter.bsky.social 's JupyterGIS just got two new features: built-in STAC browsing and Story Maps. Discover #geospatial data and tell map-based stories all from @jupyter.org! Try it live in your browser: notebook.link/@quantstack/.... Read more on the Project Jupyter Blog: shorturl.at/UXE8s
shorturl.at
Expanding Geospatial Workflows in JupyterGIS: STAC Browsing and Story Maps
Since its initial announcement less than two years ago, JupyterGIS has been a growing effort to bring interactive geospatial workflows into…
0156
Reposted by QuantStack
Pierre @pierreraybaut.bsky.social · 15/02/2026
🧪 DataLab-Kernel | Advanced plotting showcase Running in the browser via notebook.link from @quantstack.bsky.social The plotter now implements all core DataLab visualization features Standalone demo — no DataLab required DataLab-Kernel: github.com/DataLab-Plat... DataLab: datalab-platform.com
042
Reposted by QuantStack
Project Jupyter @jupyter.org · 12/02/2026
🎉 JupyterLite is now part of Project Jupyter! Run Jupyter notebooks directly in your browser: no server, no setup. Many thanks to the JupyterLite contributors and supporters like QuantStack, Bloomberg and the Gates Foundation. 🔗 blog.jupyter.org/jupyterlite-...
blog.jupyter.org
JupyterLite Officially Joins Project Jupyter!
We are thrilled to announce that JupyterLite is now an official part of Project Jupyter. This milestone marks a significant step forward…
03520
Reposted by QuantStack
Pierre @pierreraybaut.bsky.social · 04/02/2026
🧪 Sigima, running in the browser thanks to notebook.link from @quantstack.bsky.social The scientific signal & image processing engine behind DataLab (datalab-platform.com), now executable directly in a @jupyter.org notebook (no local install required). Lightweight, reproducible, easy to share.
042
Reposted by QuantStack
Teon ⁂ @teonbrooks.com · 22/01/2026
🧪 Awesome announcement from the @quantstack.bsky.social team! Introducing notebook.link, share your computational notebook and have them run directly in the browser with no setup, powered by Jupyterlite and the xeus stack. #datascience #scientificcomputing
medium.com
Introducing notebook.link: The Future of Notebook Sharing
Reimagining how you share, collaborate, and run Jupyter notebooks — all in your browser.
1159
Reposted by QuantStack
Pierre @pierreraybaut.bsky.social · 01/02/2026
🧪 Live experiment using notebook.link from @quantstack.bsky.social A notebook with DataLab-Kernel (github.com/DataLab-Plat...), a Xeus-Python JupyterLite-compatible kernel, connects automatically to a running local DataLab app (datalab-platform.com). No config. Auto-discovery. It simply works.
416126
Reposted by QuantStack
Pierre @pierreraybaut.bsky.social · 31/01/2026
🧪 Experimenting with notebook.link from @quantstack.bsky.social, and DataLab-Kernel (github.com/DataLab-Plat...), a Xeus-Python JupyterLite-compatible kernel. Goal: share fully interactive DataLab-powered notebooks directly in the browser. Looks promising for demos, docs, and reproducible examples!
053
Reposted by QuantStack
AntoinePrv @antoineprv.bsky.social · 29/01/2026
A viewer for Parquet, SQLite, and Avro files in JupyterLab. Check out our new JupyterLab extension: Arbalister. 🏹 Built upon Apache Datafusion, @jupyter.org , and @arrow.apache.org , it lazily fetches rows so that you can view files larger than memory! blog.jupyter.org/instantly-vi...
0147
QuantStack @quantstack.bsky.social · 22/01/2026
We are thrilled to introduce notebook.link, a platform that lets you create, share, and run Jupyter notebooks instantly in your browser. Powered by JupyterLite and WebAssembly, it supports Python, R, C++, and a full in-browser terminal experience. 📖 Read the full story: medium.com/@QuantStack/...
notebook.link
Notebook.link
02418
Reposted by QuantStack
Jeremy Tuloup @jtp.io · 22/12/2025
Together with @nicolasbrichet.bsky.social at @pydataparis.bsky.social 2025, we presented a vision for what AI @jupyter.org can look like, with a focus on forward-looking, browser-based AI workflows 🤖 The recording is now available on YouTube, happy watching! www.youtube.com/watch?v=cKeu...
youtube.com
Jeremy Tuloup & Nicolas Brichet - Browser-based AI workflows in Jupyter
YouTube video by PyData
042
Reposted by QuantStack
mozilla.ai @mozilla.ai · 19/12/2025
JupyterLite now supports any-llm-gateway as a backend for its AI static front-end. any-llm-gateway routes LLM requests through a single gateway rather than tying usage to one provider. Integration details: link.mozilla.ai/jupyterlite-...
097
Reposted by QuantStack
The New Stack @thenewstack.io · 06/12/2025
@quantstack.bsky.social, an “almost accidental startup,” is building a serverless distro of @jupyter.org for Jupyter’s global adoption. Feat. @sylvaincorlay.bsky.social
bit.ly
Teaching a Billion People to Code: How JupyterLite Is Scaling the Impossible
QuantStack, an “almost accidental startup,” is building a serverless distro of JupyterLab for Jupyter’s global adoption.
034
Reposted by QuantStack
Compute! Paris @computeparis.bsky.social · 16/12/2025
All talks are now online - perfect for cozy learning by the fire. 🎄🔥 🎁 Watch here: www.youtube.com/playlist?lis... Missed a session? Now’s your chance! Share your favorites and keep the inspiration going. Wishing you a season of learning and innovation!
043
Reposted by QuantStack
Jeremy Tuloup @jtp.io · 05/12/2025
🚀 JupyterLite 0.7 is now available! - Support for workspaces - Audio / video playback - Interrupt execution queue - Basic notebook export - Notebook scrolling fixes ➡️ Try it: jupyter.org/try-jupyter ➡️ Walkthrough video: www.youtube.com/watch?v=utNt... ➡️ Blog post: blog.jupyter.org/jupyterlite-...
jupyter.org
0144
Reposted by QuantStack
AntoinePrv @antoineprv.bsky.social · 02/12/2025
SIMD coding is hard: platforms, inconsistencies, lane constraints... but xsimd abstracts a lot away. With my first contributions, I improved byte shuffling, now available in the latest 14.0 release. #C++ #SIMD #xsimd #openSource
062