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Matthias Köppe

@mkoeppe.bsky.social
969 followers 451 following 489 posts

Professor, UC Davis #Mathematics. He/him. #DavisCA. Made #SageMath pip-installable @passagemath.org. github.com/mkoeppe #Python #OpenSource #cutgeneratingfunctionology #optimization #orms I block accounts to increase reading focus.

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Reposted by Matthias Köppe
passagemath @passagemath.org · 25/09/2026
Just released version 10.8.12 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. New packages: passagemath-tides for ODEs, #CAS mathilda, #MCP sagemath-mcp github.com/passagemath/...
github.com
Release passagemath-10.8.12 · passagemath/passagemath
passagemath-bliss updates A WebAssembly build of passagemath-bliss is now available on emscripten-forge. Thanks go to @wangyenshu for packaging the bliss library. passagemath-conf updates passagema...
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passagemath @passagemath.org · 22/09/2026
Final release candidate 10.8.12.rc2 of 🐙passagemath, a comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/... #CAS
github.com
Release passagemath-10.8.12.rc2 · passagemath/passagemath
New package: Computer algebra system mathilda This computer algebra system by @stblake can now be installed in passagemath's version of the Sage distribution as mathilda and used from the command l...
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passagemath @passagemath.org · 21/09/2026
Release candidate 10.8.12.rc1 of 🐙passagemath, a comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/...
github.com
Release passagemath-10.8.12.rc1 · passagemath/passagemath
passagemath-tides This new pip-installable package provides the interface to the high-precision ODE solver TIDES. passagemath-tides is provided as a source distribution only; on installation, TIDES...
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arxiv math.OC @arxiv-math-oc.bsky.social · 18/09/2026
Cinar Ari, Robert Hildebrand Bounded Cubic Integer Programming in Fixed Dimension arxiv.org/abs/2609.18266
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arxiv math.OC @arxiv-math-oc.bsky.social · 18/09/2026
Cinar Ari, Robert Hildebrand Bounded Integer Quadratic Programming through Parallelepiped Covers and Discrete Convic Optimization arxiv.org/abs/2609.17889
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passagemath @passagemath.org · 17/09/2026
Release candidate 10.8.12.rc0 of 🐙passagemath, a comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. Now supports using any of the @networkx.bsky.social #graph layouts. github.com/passagemath/... #MCP
github.com
Release passagemath-10.8.12.rc0 · passagemath/passagemath
passagemath-graphs updates Graph plotting (methods plot() and layout()) now supports all layouts implemented in NetworkX. New package: Model Context Protocol server sagemath-mcp This new stateful M...
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arxiv math.OC @arxiv-math-oc.bsky.social · 15/09/2026
Cinar Ari, Robert Hildebrand Integer Maximization over $\ell_p$ Balls: Hardness and Exact Algorithms arxiv.org/abs/2609.15114
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Monica Verduzco-Gutierrez @mvgutierrezmd.bsky.social · 12/09/2026
COVID PSA: We now have PEP. Ensitrelvir (Xocova) can be taken after a known COVID exposure to reduce the risk of developing COVID. Preventing the infection in the first place also means preventing its potential downstream consequences, including Long COVID. #LongCOVID #COVID19
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arxiv math.OC @arxiv-math-oc.bsky.social · 11/09/2026
Hyunwoo Lee, Robert Hildebrand, I. Esra Buyuktahtakin Cooperative Integer Programming Games: Core Stability and Optimal Coalition Structures arxiv.org/abs/2609.11116
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passagemath @passagemath.org · 08/09/2026
sagemath-mcp, the Model Context Protocol server that provides stateful #SageMath computations, now has (experimental) support for using a pip-installed passagemath instead of running Sage in a Docker container. pypi.org/project/sage... #Python #OpenSource #Mathematics #MCP
pypi.org
sagemath-mcp
Model Context Protocol server that provides stateful SageMath computations.
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passagemath @passagemath.org · 07/09/2026
The package for experiments with Runge–Kutta methods for ordinary differential equations by Th. Dumont @cnrs.fr now supports using the pip-installable modularized passagemath distributions in #Python instead of the monolithic #SageMath. pypi.org/project/RKkit/ #OpenSource #Mathematics
pypi.org
RKkit
Playing with Runge-Kutta methods
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Matthias Köppe @mkoeppe.bsky.social · 06/09/2026
... because ten ate eleven
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passagemath @passagemath.org · 05/09/2026
Final release candidate 10.8.11.rc3 of 🐙passagemath, a comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/...
github.com
Release passagemath-10.8.11.rc3 · passagemath/passagemath
What's Changed sage.ext.stdsage: pass an empty tuple to tp_new by @sacchen in #2786 build/pkgs/boost_cropped: Update to 1.92.0 by @mkoeppe in #2788 Doctest fixes, # needs by @mkoeppe in #2790 Supp...
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passagemath @passagemath.org · 02/09/2026
Release candidate 10.8.11.rc2 of 🐙passagemath, a comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. Now with typeset symbolic expressions in Google Colab notebooks. github.com/passagemath/...
Screenshot of a Google Colab notebook with commands "%pip install passagemath-symbolics[standard]==10.8.11rc2", "from passagemath_symbolics import *", and "integral(x**2*sin(x), x, hold=True)", the last one showing a typeset formula as the output.
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Bernát Gábor @gjbernat.bsky.social · 01/09/2026
The time has arrived to cast your vote for the first ever Python Packaging Council, best of luck for everyone!
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Chad Topaz Queer DEI Race Traitor @chadtopaz.bsky.social · 01/09/2026
That time your "philanthropic" foundation quietly scrubbed "racial justice" from its website? Yeah, I tabulated that. Foundations weren't even direct targets of Trump's anti-DEI orders — yet many cut DEI language anyway. The Wayback Machine remembers. Updated preprint: doi.org/10.31235/osf...
The Retreat from Diversity, Equity, and Inclusion: Language Change on Large U.S. Foundation Websites, 2019–2025

Chad M. Topaz,
Benham Cobb,
Frances Lu,
Aniya Smith,
Nathan Zekarias

Following the murder of George Floyd in 2020, many US organizations, including large private foundations, publicly foregrounded language related to DEI. Beginning in 2023, a series of legal and political developments shifted the institutional environment: the Supreme Court’s ruling in Students for Fair Admissions v. Harvard (2023), state-level anti-DEI legislation, and Executive Order 14151 (2025). Using the Internet Archive’s Wayback Machine, we construct a longitudinal corpus of archived web pages from thirteen large U.S. private foundations with established DEI vocabulary and track the frequency of sixty-seven DEI-related terms from 2019 to 2025. Among eight foundations with paired 2023 and 2025 data, six reduced their DEI word intensity; most terms present in the paired corpus declined, with race-related terms contributing the largest share of the drop. The aggregate decline on the full sixty-seven-term index is marginal (exact Wilcoxon p = .074, one-sided); evidence is stronger on the dictionary’s definitional core, the diversity-equity-inclusion triad and its variants (p = .031). The decline concentrates in the 2024–2025 window containing the January 2025 executive orders: eight of nine foundations fell (p = .020), with scattered movement earlier. Qualitative comparison of archived pages illustrates three pathways of retreat: elimination of equity framing, substitution of technical for justice-oriented vocabulary, and reduced prominence through site redesign. These patterns suggest institutional isomorphism operating in reverse—convergent abandonment amid shared political pressure—though our descriptive design cannot identify the mechanism. The findings establish an empirical baseline for tracking organizational communication about equity under political pressure.
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passagemath @passagemath.org · 31/08/2026
Release candidate 10.8.11.rc1 of 🐙passagemath, a comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/...
github.com
Release passagemath-10.8.11.rc1 · passagemath/passagemath
More backports of bugfixes from upstream. passagemath-libbraiding updates libbraiding was upgraded from version 1.3.1 to 1.3.2. What's Changed New RankWidth feature by @orlitzky, backported by @mk...
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passagemath @passagemath.org · 30/08/2026
Release candidate 10.8.11.rc0 of 🐙passagemath, a comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. New 3D graphics support w/ plain Python @jupyter.org kernels, e.g. Google Colab. github.com/passagemath/...
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passagemath @passagemath.org · 28/08/2026
Just released version 10.8.10 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. Improved compatibility with @googlecolab.bsky.social, new packages, upgrades. github.com/passagemath/...
github.com
Release passagemath-10.8.10 · passagemath/passagemath
Dedicated to the memory of Pietro Belotti. Improved compatibility with Google Colab Version requirements on IPython and NumPy were relaxed so that the versions preinstalled on Google Colab are acce...
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passagemath @passagemath.org · 25/08/2026
Release candidate 10.8.10.rc4 of 🐙passagemath, a comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. Various package upgrades, including #GAPsystem 4.16.1. github.com/passagemath/...
github.com
Release passagemath-10.8.10.rc4 · passagemath/passagemath
passagemath-gap updates GAP was upgraded from version 4.16.0 to 4.16.1; release notes. Package upgrades barvinok was upgraded to version 0.41.9 and promoted to optional. isl was upgraded to version...
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passagemath @passagemath.org · 25/08/2026
The #Python client package for looking up a given number in B. Matschke's NumberDB now supports using the pip-installable modularized passagemath distributions instead of the monolithic #SageMath. 💯 pypi.org/project/numb... #OpenSource #Mathematics
Screenshot of https://pypi.org/project/numberdb/ showing Sage examples and passagemath information
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passagemath @passagemath.org · 23/08/2026
Release candidate 10.8.10.rc3 of 🐙passagemath, a comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/...
github.com
Release passagemath-10.8.10.rc3 · passagemath/passagemath
passagemath-lie The wheels of this new pip-installable package ship the binaries of LiE. The LiE package was promoted from experimental to optional. What's Changed src/sage/interfaces/gap3.py: Rem...
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passagemath @passagemath.org · 21/08/2026
Release candidate 10.8.10.rc2 of 🐙passagemath, a comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/...
github.com
Release passagemath-10.8.10.rc2 · passagemath/passagemath
passagemath-graphviz The wheels of this new pip-installable package ship the binaries of graphviz. SAGE_ROOT/venv/ is now a fully functional virtual environment In a traditional installation of pas...
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passagemath @passagemath.org · 16/08/2026
Release candidate 10.8.10.rc1 of 🐙passagemath, a comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. New: "make _sagemath" builds upstream Sage lib with passagemath's updated distro. github.com/passagemath/...
github.com
Release passagemath-10.8.10.rc1 · passagemath/passagemath
passagemath-gap3 This new pip-installable package provides GAP3 and the functionality for reflection groups that depends on it. For developers: make configure && ./configure && make _sagemath This ...
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passagemath @passagemath.org · 12/08/2026
Release candidate 10.8.10.rc0 of 🐙passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. Various portability fixes. github.com/passagemath/...
github.com
Release passagemath-10.8.10.rc0 · passagemath/passagemath
What's Changed pkgs/sagemath-combinat: Add sage.databases.cubic_hecke_db by @mkoeppe in #2583 build/pkgs/{ncurses,readline,xz}: Update by @cxzhong, cherry-picked by @mkoeppe in #2454 ci-wheels.yml...
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passagemath @passagemath.org · 10/08/2026
Just released version 10.8.9 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/...
github.com
Release passagemath-10.8.9 · passagemath/passagemath
This release fixes a regression introduced in passagemath-10.8.8 that affected downstream packages with Cython extensions using FLINT. passagemath-frobby updates Frobby was upgraded to version 0.9....
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Chantzy @chantzy.bsky.social · 09/08/2026
Being pressured, mocked or punished for taking precautions isn't concern. It's control
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passagemath @passagemath.org · 07/08/2026
Release candidate 10.8.9.rc0 of 🐙passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. This is the 222nd GitHub release of passagemath. 🎉 Various package upgrades. github.com/passagemath/...
github.com
Release passagemath-10.8.9.rc0 · passagemath/passagemath
passagemath-frobby updates Frobby was upgraded to version 0.9.9. passagemath-lcalc updates lcalc was upgraded to version 2.2.1. passagemath-linbox updates givaro was upgraded to version 4.2.2. pass...
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passagemath @passagemath.org · 05/08/2026
Just released version 10.8.8 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/...
github.com
Release passagemath-10.8.8 · passagemath/passagemath
Releases in the 10.8.x series are now made from the passagemath-10.8.x branch. passagemath-kissat updates kissat has been upgraded to version 4.0.4. passagemath-symbolics updates Various calculus f...
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passagemath @passagemath.org · 02/08/2026
The passagemath-10.10.x series follows the #SciPy toolchain roadmap in dropping support for GCC 9, requiring GCC 10.3 or newer. github.com/passagemath/... #Python #SageMath #OpenSource #Mathematics
github.com
Release passagemath-10.10.1.alpha0 · passagemath/passagemath
This is the beginning of the new passagemath-10.10.x release series. It supports Python 3.12–3.15, GCC 10.3–16.x and will merge the compatible changes from upstream SageMath 10.10 when available. I...
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passagemath @passagemath.org · 02/08/2026
Release candidate 10.8.8.rc1 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/...
github.com
Release passagemath-10.8.8.rc1 · passagemath/passagemath
passagemath-kissat updates kissat has been upgraded to version 4.0.4. Package upgrades IPython has been upgraded to version 9.16.0 (release notes). What's Changed README.md: Add tag for passagema...
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passagemath @passagemath.org · 01/08/2026
Just tagged version 10.10.1.alpha0 of passagemath, the portable modularized pip-installable compatible fork of #SageMath, with initial support for #Python 3.15. github.com/passagemath/... #OpenSource #Mathematics
github.com
Release passagemath-10.10.1.alpha0 · passagemath/passagemath
Initial support for Python 3.15 What's Changed Python 3.15 by @mkoeppe in #1787 Full Changelog: passagemath-10.8.8.rc1...passagemath-10.10.1.alpha0
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passagemath @passagemath.org · 30/07/2026
Release candidate 10.8.8.rc0 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/... #Mathics3 #Mathematica
github.com
Release passagemath-10.8.8.rc0 · passagemath/passagemath
passagemath-symbolics updates Various calculus functions now support using the Mathics3 CAS; use the parameter algorithm='mathics3'. sage: symbolic_sum(1/(1+k^2), k, -oo, oo, algorithm='mat...
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passagemath @passagemath.org · 30/07/2026
Started porting passagemath to #Python 3.15. github.com/passagemath/... #SageMath #OpenSource #Mathematics
github.com
Python 3.15 by mkoeppe · Pull Request #1787 · passagemath/passagemath
https://docs.python.org/3.15/whatsnew/3.15.html To test: ./configure --without-system-python3 --disable-notebook && make build V=0
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Matthias Köppe @mkoeppe.bsky.social · 29/07/2026
Embeddable #CommonLisp running in #Python via passagemath-ecl, compiled to #WebAssembly using @emscripten.org, packaged in the @prefix.dev emscripten-forge-4x channel, running serverless in the browser in a @jupyter.org JupyterLite session via Notebook.link. notebook.link/github/passa...
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passagemath @passagemath.org · 25/07/2026
Just released version 10.8.7 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/...
github.com
Release passagemath-10.8.7 · passagemath/passagemath
WebAssembly / JupyterLite improvements Package upgrades What's Changed README.md: Add tags by @mkoeppe in #2478 build/pkgs/{primecount,primesieve}: add mingw.txt by @striezel in #2480 Fix Graphic...
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passagemath @passagemath.org · 21/07/2026
Release candidate 10.8.7.rc0 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. github.com/passagemath/...
github.com
Release passagemath-10.8.7.rc0 · passagemath/passagemath
What's Changed README.md: Add tags by @mkoeppe in #2478 build/pkgs/{primecount,primesieve}: add mingw.txt by @striezel in #2480 Fix Graphics.show() in Jupyter kernels not based on ipykernel by @s...
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passagemath @passagemath.org · 16/07/2026
Just released version 10.8.6 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. Many upgrades: ECM, FLINT, GAP, HiGHS, msolve, NumPy, PARI/GP, Planarity, SCIP. github.com/passagemath/...
github.com
Release passagemath-10.8.6 · passagemath/passagemath
Release on the occasion of the International Congress on Mathematical Software 2026. Expanded support for WebAssembly (emscripten) Packages now available in the prefix.dev emscripten-forge-4x chann...
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passagemath @passagemath.org · 13/07/2026
🐙🪧 Next week, passagemath will be at @wilfridlaurieruni.bsky.social / @uwaterloo.ca in Waterloo, Ontario for #ICMS2026 with a poster. icms-conference.org/2026/index.h... #Python #OpenSource #Mathematics
icms-conference.org
ICMS 2026
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passagemath @passagemath.org · 13/07/2026
Release candidate 10.8.6.rc1 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. Includes an update of msolve to version 0.10.1. github.com/passagemath/...
github.com
Release passagemath-10.8.6.rc1 · passagemath/passagemath
What's Changed build/pkgs/mongo_c_driver: Update to 1.30.8 by @mkoeppe in #2459 build/pkgs/cmake: Update to 4.3.4 by @mkoeppe in #2460 build/pkgs/msolve: Update to 0.10.1 by @mkoeppe in #2461 tox....
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passagemath @passagemath.org · 11/07/2026
Release candidate 10.8.6.rc0 of passagemath, the comprehensive #OpenSource #Mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. Includes upgrades to FLINT 3.5.0, PARI/GP 2.17.4, #GAPsystem 4.16.0, Planarity 5. github.com/passagemath/...
github.com
Release passagemath-10.8.6.rc0 · passagemath/passagemath
What's Changed Fix test failures with matplotlib 3.11 by @antonio-rojas, backported by @mkoeppe in #2438 Fix tests with flint 3.5 by @antonio-rojas, backported by @mkoeppe in #2440 allow flint 3.5...
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Dr. Courtney Gibbons (she/her/xlookup) @courtneygibbons.phd · 11/07/2026
I also made a tool! tinyurl.com/MF-omb It's built in a choose-your-own-adventure engine and provides prompts to help you get your thoughts together.
tinyurl.com
MOTHERFUNCTOR's OMB Comment Helper
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passagemath @passagemath.org · 11/07/2026
Updated the passagemath-jupyterlite demo site. Now using JupyterLite 0.8 and providing several more passagemath distributions now available on emscripten-forge. passagemath.org/passagemath-... #Python #SageMath #OpenSource #Mathematics
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passagemath @passagemath.org · 10/07/2026
The next release series, passagemath-10.10.x, will merge the compatible changes from upstream #SageMath 10.10, expected by end of summer 2026, and support #Python 3.12–3.15. The current series, passagemath-10.8.x, will be supported until October 2027, the EOL of Python 3.11. #OpenSource #Mathematics
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passagemath @passagemath.org · 08/07/2026
Just released version 10.8.5 of passagemath, the comprehensive #OpenSource mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. Included: Updates of the computer algebra systems #Macaulay2 and #Mathics3. github.com/passagemath/...
github.com
Release passagemath-10.8.5 · passagemath/passagemath
Dedicated to the memory of Winfried Bruns. passagemath-ecl updates ECL has been upgraded to version 26.5.5. passagemath-macaulay2 updates Macaulay2 has been upgraded from version 1.25.11 to 1.26.06...
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passagemath @passagemath.org · 17/06/2026
Release candidate 10.8.5.rc5 of passagemath, the comprehensive #OpenSource mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. passagemath-macaulay2 now also ships #Macaulay2 docs and cohomcalg, csdp binaries. github.com/passagemath/...
github.com
Release passagemath-10.8.5.rc5 · passagemath/passagemath
What's Changed build/pkgs/libffi: Update to 3.5.2 by @mkoeppe in #2408 dist.yml (wheels): Use macos-26, macos-26-intel runners by @mkoeppe in #2405 pkgs/sagemath-macaulay2-doc: New by @mkoeppe in ...
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AntoinePrv @antoineprv.bsky.social · 10/06/2026
Solving MILP in the browser with PySCIPOpt 🚀 No server, no installation, 100% WASM, running on *your* machine. + Some cool ipycanvas visualizations notebook.link/@AntoinePrv/...
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.
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passagemath @passagemath.org · 16/06/2026
Release candidate 10.8.5.rc4 of passagemath, the comprehensive #OpenSource mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. passagemath-msolve wheels now ship #msolve version 0.9.5 and are more portable. github.com/passagemath/...
github.com
Release passagemath-10.8.5.rc4 · passagemath/passagemath
What's Changed tox.ini, .devcontainer: Add fedora-45 by @mkoeppe in #2389 build/pkgs/macaulay2/spkg-check.in: New by @mkoeppe in #2391 build/pkgs/cohomcalg: New by @mkoeppe in #2392 build/pkgs/mac...
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Gabriel Peyré @gabrielpeyre.bsky.social · 16/06/2026
The alpha version of my new book "Optimal Transport for Machine Learners" is out, with in particular an online version with interactive figures www.gpeyre.com/ot4ml/
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Reposted by Matthias Köppe
passagemath @passagemath.org · 13/06/2026
Release candidate 10.8.5.rc3 of passagemath, the comprehensive #OpenSource mathematics system in #Python, the pip-installable modularized portable compatible full-featured fork of #SageMath. Updates #Macaulay2 to version 1.26.06. github.com/passagemath/...
github.com
Release passagemath-10.8.5.rc3 · passagemath/passagemath
What's Changed Add more Mathics3 to Sage Mathematical constants by @rocky in #2380 build/pkgs/python3: Update to 3.14.6 by @mkoeppe in #2386 build/pkgs/ipython: Update to 9.14.1 by @mkoeppe in #23...
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