passagemath: Linear and mixed integer linear optimization backend using HiGHS
passagemath is open source mathematical software in Python, released under the GNU General Public Licence GPLv2+.
It is a fork of SageMath, which has been developed 2005-2026 under the motto “Creating a Viable Open Source Alternative to Magma, Maple, Mathematica, and MATLAB”.
The passagemath fork uses the motto “Creating a Free Passage Between the Scientific Python Ecosystem and Mathematical Software Communities.” It was created in October 2024 with the following goals:
providing modularized installation with pip from binary wheels, - this major project was started in May 2020 in the Sage codebase and completed in passagemath 10.5.29 (May 2025),
establishing first-class membership in the scientific Python ecosystem,
providing independently usable Python interfaces to upstream libraries,
offering platform portability and integration testing services to upstream projects,
inviting collaborations with upstream projects,
empowering Sage users to participate in the scientific Python ecosystem by publishing packages,
developing a port to WebAssembly (Pyodide, emscripten-forge) for serverless deployment with Javascript,
developing a native Windows port - passagemath 10.6.1 (July 2025) published the first pip-installable wheel packages for native Windows on x86_64, - passagemath packages became available in the [MSYS2 software distribution](https://packages.msys2.org/search?t=pkg&q=passagemath) in November 2025.
Moreover, the passagemath project:
provides a stable, frequently updated version of the Sage distribution,
integrates additional mathematical software, notably Macaulay2, a full set of GAP packages, and the Combinatorial Matrix Recognition library,
curates a library of Sage user packages.
Full documentation is available online.
passagemath attempts to support and provides binary wheels suitable for all major Linux distributions and recent versions of macOS.
Binary wheels for native Windows (x86_64, ARM) are are available for a subset of the passagemath distributions. Use of the full functionality of passagemath on Windows currently requires the use of Windows Subsystem for Linux (WSL) or virtualization.
The supported Python versions in the passagemath-10.8.x series are 3.11.x-3.14.x; the passagemath-10.6.x series (EOL 2026-10) still supports Python 3.10.x.
About this pip-installable distribution package
This pip-installable distribution passagemath-highs provides a backend for linear and mixed integer linear optimization backend using HiGHS.
It can be installed as an extra of the distribution sagemath-polyhedra:
$ pip install "passagemath-polyhedra[highs]"
Metadata
Release files for passagemath-highs 10.8.11
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| passagemath_highs-10.8.11.tar.gz | 20.8 kB | Details |
Built distributions (wheels)
Total release size: 1.0 GB
Release files / passagemath_highs-10.8.11.tar.gz
| Download URL | passagemath_highs-10.8.11.tar.gz |
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| Size | 20.8 kB |
| Tags | Source |
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Release files / passagemath_highs-10.8.11-cp314-cp314t-win_arm64.whl
| Download URL | passagemath_highs-10.8.11-cp314-cp314t-win_arm64.whl |
|---|---|
| Size | 22.6 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Windows ARM64 |
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Release files / passagemath_highs-10.8.11-cp314-cp314t-musllinux_1_2_x86_64.whl
| Download URL | passagemath_highs-10.8.11-cp314-cp314t-musllinux_1_2_x86_64.whl |
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| Size | 50.4 MB |
| Tags | CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 |
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Release files / passagemath_highs-10.8.11-cp314-cp314t-musllinux_1_2_aarch64.whl
| Download URL | passagemath_highs-10.8.11-cp314-cp314t-musllinux_1_2_aarch64.whl |
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| Size | 49.2 MB |
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Release files / passagemath_highs-10.8.11-cp314-cp314t-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Release files / passagemath_highs-10.8.11-cp314-cp314t-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
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Release files / passagemath_highs-10.8.11-cp314-cp314t-macosx_13_0_x86_64.whl
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Release files / passagemath_highs-10.8.11-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
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Release files / passagemath_highs-10.8.11-cp312-cp312-musllinux_1_2_aarch64.whl
| Download URL | passagemath_highs-10.8.11-cp312-cp312-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 49.2 MB |
| Tags | CPython 3.12 Linux musl 1.2+ ARM64 |
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No |
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Release files / passagemath_highs-10.8.11-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | passagemath_highs-10.8.11-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 40.6 MB |
| Tags | CPython 3.12 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
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No |
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twine/7.0.0 CPython/3.13.14
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Release files / passagemath_highs-10.8.11-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
| Download URL | passagemath_highs-10.8.11-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 39.8 MB |
| Tags | CPython 3.12 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64 |
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No |
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twine/7.0.0 CPython/3.13.14
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Release files / passagemath_highs-10.8.11-cp312-cp312-macosx_13_0_x86_64.whl
| Download URL | passagemath_highs-10.8.11-cp312-cp312-macosx_13_0_x86_64.whl |
|---|---|
| Size | 2.6 MB |
| Tags | CPython 3.12 macOS 13.0+ x86-64 |
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No |
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twine/7.0.0 CPython/3.13.14
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Release files / passagemath_highs-10.8.11-cp312-cp312-macosx_13_0_arm64.whl
| Download URL | passagemath_highs-10.8.11-cp312-cp312-macosx_13_0_arm64.whl |
|---|---|
| Size | 2.4 MB |
| Tags | CPython 3.12 macOS 13.0+ ARM64 |
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No |
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Release files / passagemath_highs-10.8.11-cp311-cp311-win_arm64.whl
| Download URL | passagemath_highs-10.8.11-cp311-cp311-win_arm64.whl |
|---|---|
| Size | 22.3 MB |
| Tags | CPython 3.11 Windows ARM64 |
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No |
| Uploaded via |
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Release files / passagemath_highs-10.8.11-cp311-cp311-musllinux_1_2_x86_64.whl
| Download URL | passagemath_highs-10.8.11-cp311-cp311-musllinux_1_2_x86_64.whl |
|---|---|
| Size | 50.4 MB |
| Tags | CPython 3.11 Linux musl 1.2+ x86-64 |
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SHA-256 checksum How to use checksums |
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No |
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twine/7.0.0 CPython/3.13.14
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Release files / passagemath_highs-10.8.11-cp311-cp311-musllinux_1_2_aarch64.whl
| Download URL | passagemath_highs-10.8.11-cp311-cp311-musllinux_1_2_aarch64.whl |
|---|---|
| Size | 49.3 MB |
| Tags | CPython 3.11 Linux musl 1.2+ ARM64 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
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Release files / passagemath_highs-10.8.11-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
| Download URL | passagemath_highs-10.8.11-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl |
|---|---|
| Size | 40.6 MB |
| Tags | CPython 3.11 Linux glibc 2.24+ x86-64 Linux glibc 2.28+ x86-64 |
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SHA-256 checksum How to use checksums |
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No |
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twine/7.0.0 CPython/3.13.14
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Release files / passagemath_highs-10.8.11-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
| Download URL | passagemath_highs-10.8.11-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl |
|---|---|
| Size | 39.9 MB |
| Tags | CPython 3.11 Linux glibc 2.24+ ARM64 Linux glibc 2.28+ ARM64 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
|
Release files / passagemath_highs-10.8.11-cp311-cp311-macosx_13_0_x86_64.whl
| Download URL | passagemath_highs-10.8.11-cp311-cp311-macosx_13_0_x86_64.whl |
|---|---|
| Size | 2.6 MB |
| Tags | CPython 3.11 macOS 13.0+ x86-64 |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
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Release files / passagemath_highs-10.8.11-cp311-cp311-macosx_13_0_arm64.whl
| Download URL | passagemath_highs-10.8.11-cp311-cp311-macosx_13_0_arm64.whl |
|---|---|
| Size | 2.4 MB |
| Tags | CPython 3.11 macOS 13.0+ ARM64 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.13.14
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