passagemath-modules

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,
giving clear attribution of upstream projects,
providing independently usable Python interfaces to upstream libraries,
offering platform portability and integration testing services to upstream projects,
inviting collaborations with upstream projects,
building a professional, respectful, inclusive community,
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-modules is a distribution of a part of the Sage Library. It provides a subset of the modules of the Sage library (“sagelib”, passagemath-standard).

What is included

Vectors, Vector Spaces, Modules
Matrices and Spaces of Matrices
Fields of real and complex numbers in arbitrary precision floating point arithmetic (using MPFR, GSL, mpmath, MPC)
Free Modules with Combinatorial Bases
Tensor Modules
Additive Abelian Groups
Matrix and Affine Groups
Root Systems
Quadratic Forms
Ring Extensions and Derivations
Clifford, Exterior, and Weyl Algebras
Chain Complexes, Homology, Free Resolutions
Matroid Theory
Coding Theory
Cryptography
Statistics

Examples

A quick way to try it out interactively:

$ pipx run --spec "passagemath-modules[test]" ipython

In [1]: from passagemath_modules import *

In [2]: M = matroids.Wheel(5); M
Out[2]: Wheel(5): Regular matroid of rank 5 on 10 elements with 121 bases

In [3]: M.representation()
Out[3]:
[ 1  0  0  0  0  1  0  0  0 -1]
[ 0  1  0  0  0 -1  1  0  0  0]
[ 0  0  1  0  0  0 -1  1  0  0]
[ 0  0  0  1  0  0  0 -1  1  0]
[ 0  0  0  0  1  0  0  0 -1  1]

Available as extras, from other distributions

pip install "passagemath-modules[RDF,CDF]"

Linear algebra over fields of real and complex numbers using NumPy

pip install "passagemath-modules[RBF,CBF]"

Linear algebra over fields of real and complex numbers with ball arithmetic using FLINT/arb

pip install "passagemath-modules[GF,GF2,GF2e,GFpn]"

Linear algebra over finite fields (various implementations)

pip install "passagemath-modules[QQbar,NumberField,CyclotomicField]"

Linear algebra over the algebraic numbers or number fields

pip install "passagemath-modules[flint,fpylll,linbox]"

Lattice basis reduction (LLL, BKZ):

$ pipx run --spec "passagemath-modules[flint,fpylll,linbox,test]" ipython

In [1]: from passagemath_modules import *

In [2]: M = matrix(ZZ, [[1,2,3],[31,41,51],[101,201,301]])

In [3]: A = M.LLL(); A
Out[3]:
[ 0  0  0]
[-1  0  1]
[ 1  1  1]

pip install "passagemath-modules[padics]"

Linear algebra over p-adic rings and fields

pip install "passagemath-modules[combinat]"

Modules and algebras with combinatorial bases; algebraic combinatorics

pip install "passagemath-modules[invariant]"

Submodules invariant under group actions

pip install "passagemath-modules[standard]"

All related features as in a standard installation of SageMath

Development

$ git clone --origin passagemath https://github.com/passagemath/passagemath.git
$ cd passagemath
passagemath $ ./bootstrap
passagemath $ python3 -m venv modules-venv
passagemath $ source modules-venv/bin/activate
(modules-venv) passagemath $ pip install -v -e pkgs/sagemath-modules

test flint fpylll gsl linbox m4ri m4rie meataxe mpfi mpfr mpmath ntl numpy pari rdf cdf rr cc rif cif rbf cbf gf gf2 gf2e gf2n gfpn qqbar aa ucf zp qp zq qq finitefield numberfield quadraticfield cyclotomicfield padics standard

Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

passagemath_modules-10.8.6.tar.gz (3.2 MB view details)

Uploaded Jul 16, 2026 Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

passagemath_modules-10.8.6-cp314-cp314t-win_arm64.whl (17.2 MB view details)

Uploaded Jul 15, 2026 CPython 3.14tWindows ARM64

passagemath_modules-10.8.6-cp314-cp314t-win_amd64.whl (21.5 MB view details)

Uploaded Jul 15, 2026 CPython 3.14tWindows x86-64

passagemath_modules-10.8.6-cp314-cp314t-musllinux_1_2_x86_64.whl (81.8 MB view details)

Uploaded Jul 16, 2026 CPython 3.14tmusllinux: musl 1.2+ x86-64

passagemath_modules-10.8.6-cp314-cp314t-musllinux_1_2_aarch64.whl (77.0 MB view details)

Uploaded Jul 16, 2026 CPython 3.14tmusllinux: musl 1.2+ ARM64

passagemath_modules-10.8.6-cp314-cp314t-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (82.3 MB view details)

Uploaded Jul 16, 2026 CPython 3.14tmanylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

passagemath_modules-10.8.6-cp314-cp314t-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (79.8 MB view details)

Uploaded Jul 16, 2026 CPython 3.14tmanylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

passagemath_modules-10.8.6-cp314-cp314t-macosx_13_0_x86_64.whl (28.6 MB view details)

Uploaded Jul 16, 2026 CPython 3.14tmacOS 13.0+ x86-64

passagemath_modules-10.8.6-cp314-cp314t-macosx_13_0_arm64.whl (26.9 MB view details)

Uploaded Jul 16, 2026 CPython 3.14tmacOS 13.0+ ARM64

passagemath_modules-10.8.6-cp314-cp314-win_arm64.whl (16.7 MB view details)

Uploaded Jul 15, 2026 CPython 3.14Windows ARM64

passagemath_modules-10.8.6-cp314-cp314-win_amd64.whl (19.7 MB view details)

Uploaded Jul 15, 2026 CPython 3.14Windows x86-64

passagemath_modules-10.8.6-cp314-cp314-musllinux_1_2_x86_64.whl (78.6 MB view details)

Uploaded Jul 16, 2026 CPython 3.14musllinux: musl 1.2+ x86-64

passagemath_modules-10.8.6-cp314-cp314-musllinux_1_2_aarch64.whl (72.8 MB view details)

Uploaded Jul 16, 2026 CPython 3.14musllinux: musl 1.2+ ARM64

passagemath_modules-10.8.6-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (78.5 MB view details)

Uploaded Jul 16, 2026 CPython 3.14manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

passagemath_modules-10.8.6-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (73.9 MB view details)

Uploaded Jul 16, 2026 CPython 3.14manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

passagemath_modules-10.8.6-cp314-cp314-macosx_13_0_x86_64.whl (28.0 MB view details)

Uploaded Jul 16, 2026 CPython 3.14macOS 13.0+ x86-64

passagemath_modules-10.8.6-cp314-cp314-macosx_13_0_arm64.whl (26.1 MB view details)

Uploaded Jul 16, 2026 CPython 3.14macOS 13.0+ ARM64

passagemath_modules-10.8.6-cp313-cp313-win_arm64.whl (16.3 MB view details)

Uploaded Jul 15, 2026 CPython 3.13Windows ARM64

passagemath_modules-10.8.6-cp313-cp313-win_amd64.whl (19.4 MB view details)

Uploaded Jul 15, 2026 CPython 3.13Windows x86-64

passagemath_modules-10.8.6-cp313-cp313-musllinux_1_2_x86_64.whl (79.2 MB view details)

Uploaded Jul 16, 2026 CPython 3.13musllinux: musl 1.2+ x86-64

passagemath_modules-10.8.6-cp313-cp313-musllinux_1_2_aarch64.whl (72.8 MB view details)

Uploaded Jul 16, 2026 CPython 3.13musllinux: musl 1.2+ ARM64

passagemath_modules-10.8.6-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (79.3 MB view details)

Uploaded Jul 16, 2026 CPython 3.13manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

passagemath_modules-10.8.6-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (74.0 MB view details)

Uploaded Jul 16, 2026 CPython 3.13manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

passagemath_modules-10.8.6-cp313-cp313-macosx_13_0_x86_64.whl (28.0 MB view details)

Uploaded Jul 16, 2026 CPython 3.13macOS 13.0+ x86-64

passagemath_modules-10.8.6-cp313-cp313-macosx_13_0_arm64.whl (26.1 MB view details)

Uploaded Jul 16, 2026 CPython 3.13macOS 13.0+ ARM64

passagemath_modules-10.8.6-cp312-cp312-win_arm64.whl (16.4 MB view details)

Uploaded Jul 15, 2026 CPython 3.12Windows ARM64

passagemath_modules-10.8.6-cp312-cp312-win_amd64.whl (19.4 MB view details)

Uploaded Jul 15, 2026 CPython 3.12Windows x86-64

passagemath_modules-10.8.6-cp312-cp312-musllinux_1_2_x86_64.whl (79.8 MB view details)

Uploaded Jul 16, 2026 CPython 3.12musllinux: musl 1.2+ x86-64

passagemath_modules-10.8.6-cp312-cp312-musllinux_1_2_aarch64.whl (73.2 MB view details)

Uploaded Jul 16, 2026 CPython 3.12musllinux: musl 1.2+ ARM64

passagemath_modules-10.8.6-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (79.9 MB view details)

Uploaded Jul 16, 2026 CPython 3.12manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

passagemath_modules-10.8.6-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (74.6 MB view details)

Uploaded Jul 16, 2026 CPython 3.12manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

passagemath_modules-10.8.6-cp312-cp312-macosx_13_0_x86_64.whl (28.0 MB view details)

Uploaded Jul 16, 2026 CPython 3.12macOS 13.0+ x86-64

passagemath_modules-10.8.6-cp312-cp312-macosx_13_0_arm64.whl (26.1 MB view details)

Uploaded Jul 16, 2026 CPython 3.12macOS 13.0+ ARM64

passagemath_modules-10.8.6-cp311-cp311-win_arm64.whl (16.4 MB view details)

Uploaded Jul 15, 2026 CPython 3.11Windows ARM64

passagemath_modules-10.8.6-cp311-cp311-win_amd64.whl (19.5 MB view details)

Uploaded Jul 15, 2026 CPython 3.11Windows x86-64

passagemath_modules-10.8.6-cp311-cp311-musllinux_1_2_x86_64.whl (80.7 MB view details)

Uploaded Jul 16, 2026 CPython 3.11musllinux: musl 1.2+ x86-64

passagemath_modules-10.8.6-cp311-cp311-musllinux_1_2_aarch64.whl (74.8 MB view details)

Uploaded Jul 16, 2026 CPython 3.11musllinux: musl 1.2+ ARM64

passagemath_modules-10.8.6-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (80.2 MB view details)

Uploaded Jul 16, 2026 CPython 3.11manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

passagemath_modules-10.8.6-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl (75.6 MB view details)

Uploaded Jul 16, 2026 CPython 3.11manylinux: glibc 2.27+ ARM64manylinux: glibc 2.28+ ARM64

passagemath_modules-10.8.6-cp311-cp311-macosx_13_0_x86_64.whl (28.0 MB view details)

Uploaded Jul 16, 2026 CPython 3.11macOS 13.0+ x86-64

passagemath_modules-10.8.6-cp311-cp311-macosx_13_0_arm64.whl (26.1 MB view details)

Uploaded Jul 16, 2026 CPython 3.11macOS 13.0+ ARM64

File details

Details for the file passagemath_modules-10.8.6.tar.gz.

File metadata

Download URL: passagemath_modules-10.8.6.tar.gz
Upload date: Jul 16, 2026
Size: 3.2 MB
Tags: Source
Uploaded using Trusted Publishing? No
Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for passagemath_modules-10.8.6.tar.gz
Algorithm	Hash digest
SHA256	`7573fac1ed25a50feba30a043be7aa605db85b143fc228873d8774b5fe967990`
MD5	`e59a015cad8b2de813c92af593036e73`
BLAKE2b-256	`a58109a382dd2ec135f43d4a968ebe1f499ffc55043c7a73674f008b65a271b1`

Algorithm	Hash digest
SHA256	`8993f57390a28b4d042b911243100dbcf45eb2f626d07a3e0e8d7fe4e3f28342`
MD5	`223bf6a424fd1645bd6342e6998d56b1`
BLAKE2b-256	`da38e745e302dd1bdb140424cabd6da66b3c6837a0513b0b53bc68a37b599baa`

Algorithm	Hash digest
SHA256	`88b5a56eff585bd2b4bae44ba4c0df58c980ec90c6401d01fca80c685a7487d6`
MD5	`68be66612d7d9172eb14a6c8aa036ff2`
BLAKE2b-256	`dd29ad5c2cc9a5ab93a2d69077070b7745619b9564bc5a413738dc689d4f98e8`

Algorithm	Hash digest
SHA256	`a9843991eb84a8ae42acc91f103b917e59f3db9f88e440dd7eee8a947b644ead`
MD5	`3048a37010bfba741abb8ca3f4deae70`
BLAKE2b-256	`a3440d94ac4f5e6e7d92fd3886c113504f43dc6fcc1333da136503b2b7e2a677`

Algorithm	Hash digest
SHA256	`11a37a7b7f9e51fefcd90a3feaace6cd89a5d08d1e3fb1f026971afc3ec615a6`
MD5	`015d069b3be08096a68cd5baff80fd68`
BLAKE2b-256	`73cfb8c40d50f2f2dd695c437fb831ecfb9d28957bdeed00bc66421ba4b1533d`

Algorithm	Hash digest
SHA256	`5812f4fa435cac975dfdfcffad522b338ca82d9b2e9f4b9e87fe308d68a81a24`
MD5	`5de934f82aafd673315a954c248485ce`
BLAKE2b-256	`0d0d7ff1599d05074c5736e83d666c6ae0e187cedaef7459741a0a0892e49a79`

Algorithm	Hash digest
SHA256	`9591a2129ebb3bc15d78ca0340e01ee77344193626d1f87aa3df6aa863eed099`
MD5	`eb63e86effb3de10c77150615c2ba94d`
BLAKE2b-256	`9e6feef7af58250a243e09aa0f95be230b599b71d14a5d1ffdab6e03b4c01ed7`

Algorithm	Hash digest
SHA256	`d771f4de2fca86780a2d016e1269fad61c459e1e0e8f96aca9915f08fb2e9c70`
MD5	`01a6a40c19c3b194a7d0ed1f588161f8`
BLAKE2b-256	`c1f32e55cb4632e91f0ffec1bb403154a4572a9e659bfbe2c6e90472c69ce3ca`

Algorithm	Hash digest
SHA256	`6473e808721572425dbcc35915f2d69890026242d196a370dc3338a891a3369b`
MD5	`0ada4530d326cc994d85d3aa63982b67`
BLAKE2b-256	`d153edd434b6ae325f3f1dd5d146f0eb5fa124d2b36f1d1713f4abaf90d01952`

Algorithm	Hash digest
SHA256	`1d10162e394a3c99ead98a5ffd667b3c97c19b2e72696c118258fbefc4fa4848`
MD5	`507f189fa50acc389cb904005c03950d`
BLAKE2b-256	`09e965359b2418e15bfaa056ece31e143b7cb8f32b82491dfc04327772344411`

Algorithm	Hash digest
SHA256	`2fa1756530f6dbff259de17e5129b8907c73a904a76da62f5f8d2600ff0eef1e`
MD5	`c14bb822a04c24627897e4fb3ea22d2e`
BLAKE2b-256	`cfc6d8c33377d80ee90b5cdc50f8542ef5239903ad68b2e13c83acadca4505f9`

Algorithm	Hash digest
SHA256	`fd320f746f39cf467dfb108670acab4d00b3c101cd6a6ff885d7050b89d6a8bd`
MD5	`20f567182abd97870ce8068b4ffeaf74`
BLAKE2b-256	`412fb41256f375dff115a994c4f1cfa7e7f048a2ab5575a988828bb692d1f552`

Algorithm	Hash digest
SHA256	`36ed296f20f96a7a963e7bd502bd29ea5ea7cb984be467d11d274af671ade3f8`
MD5	`28cc82b98b1d5fd6af88c2055612f45e`
BLAKE2b-256	`9c4e3b8f72affc54702eb2e0188936eb667a905ab89a6698fb135e8bb41b5ccc`

Algorithm	Hash digest
SHA256	`a39eb7e92dfd8045430117f77ab48c1e65b584ac66eddc777196ceb32527705f`
MD5	`334d7dbb13dda5fe67559de61c2d2d92`
BLAKE2b-256	`bad8a8f7cb600e81ef65d2a033c876819e639dc6cd1a1696a9ff720aa3ab3289`

Algorithm	Hash digest
SHA256	`f44fd8ea7d8bae6cf07ba2e6b5a33ca977721f818f0723b33413fdf80e402c1d`
MD5	`caaee36f362bc93af849746f07c6ac12`
BLAKE2b-256	`88756d891cf81dd63f95c0d4b59bd13949738626dedeeb04a7580d5c2b955076`

Algorithm	Hash digest
SHA256	`41a5a551daa31cd26771869fb5ce19b12b990dc9d96b3fff2944ef8412a25fc8`
MD5	`bf1887fcfa974321a99e959699beb642`
BLAKE2b-256	`c405f6223c7ed45a62069f76c3f01a38e53fa409447781302b5bc7455653993e`

Algorithm	Hash digest
SHA256	`480759bce8093e518f98d2114a8a236d4add844f54d1d79cfe2ac9f211720845`
MD5	`05b0591137acfe63ba94e747e1e451f4`
BLAKE2b-256	`071c52860c29933a91879ac0dcc123ab836c94d2a0ce6c70b017b2a73f216570`

Algorithm	Hash digest
SHA256	`e98ba22d6ed48f060ec398f6a0f2ef743bfc233eb6959d28415ef3079c837cfb`
MD5	`6809112902fba76ad7a6b3c73519f422`
BLAKE2b-256	`e292892f65132d7b09aef052fa5b94bfe54d1ae21f2cccfee5315d4c5429c112`

Algorithm	Hash digest
SHA256	`aaffe3afbfa7ea2696e34a8d6d3ca18c2fe54a7859707c1e7d41eb5734b316d8`
MD5	`26cff9e0ffb333444ece3926fe654b42`
BLAKE2b-256	`89d6153d5b25c69867072bdeb208aaae91f4c3cdec84a59be362f8bd49cd02d3`

Algorithm	Hash digest
SHA256	`0d12a6d79889b0ab2a7a33bddfbf5bfb3ac89f0007e02278159db274f9557bc5`
MD5	`134cd50ec5cb1482813ef50eca97d395`
BLAKE2b-256	`d0e7ae459abca9d58b0beec036d9f1fdd227c99606a6b2c1a1590ee863120a48`

Algorithm	Hash digest
SHA256	`eed6cbf5f645bcf4bfc2e12edbcc2eaff4cb382222462951d9a05c42525d30ac`
MD5	`62327f2a30f1963376c288a8b499e1cf`
BLAKE2b-256	`77860f3829f45745b4d8bb70c4a3d4c8ebdf903771e4544b2fadd3b9a5bac901`

passagemath-modules 10.8.6

About this pip-installable distribution package

What is included

Examples

Available as extras, from other distributions

Development

Project links

Key dates

Owner

Credits

License expression

Requires

Provides Extra

Classifiers

Download files

Source Distribution

Built Distributions

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

File details

File metadata

File hashes

Algorithm	Hash digest
SHA256	`244fd80e014c53e8d46ccf5393870e69bc8bd969f7545dffc434a33cacbf5e61`
MD5	`9ba71c2273169386082dd7195ef98704`
BLAKE2b-256	`250f94e5e29fdd20424043d0c5345800b3daaa42d93c0585db3e074b0fe56879`

Algorithm	Hash digest
SHA256	`31d6e8bed5b35a0445eae9cf897223f7a26cb231ca45297b60c966d0bf1150ac`
MD5	`0308ba3d38edb23a4d8f76fd03220df0`
BLAKE2b-256	`f27f77774b834c369137a2423d366224fe292c0ef042c1d6b7096f3611c72844`

Algorithm	Hash digest
SHA256	`b2dbfb76b4f02e6a19294b0594223bc1a3f88d530ed759e90a361c4c91fbdd29`
MD5	`6d666033eba13069a286c446d83821c9`
BLAKE2b-256	`bb8e1f77804743e6ba3a30399a662ed1c59d36f5819713cd36e5e0b93ab8ce32`

Algorithm	Hash digest
SHA256	`561d1887b2f73115b9b40bebf8a1f35d054aa909fe74a13b9c0144251045a959`
MD5	`85ead2d71e44df6ae85150cbd935e70d`
BLAKE2b-256	`737ab2515d5a8dc407a173e83f1df56f5eb2281071fca742b1117432ffdc3703`

Algorithm	Hash digest
SHA256	`0692eced4c8bbbb9309f6ac09756359b21960c8e0d64a68778131dc05f99b911`
MD5	`d6bfdd56f05f08a57eb4a3e38615a3bf`
BLAKE2b-256	`fcad304b37459d370547af4b3de021ecbb09fb8e6cdb2a31b453e41293f04850`

Algorithm	Hash digest
SHA256	`006c8a4cbba45de3e8cdf7b207c2066872beeba980168fb935d4fd283ad4c46d`
MD5	`26505b129323784ad560928848c880cb`
BLAKE2b-256	`c2ec97922a790b5fe5b049905c0afbbfd774e6a4f2e395ec00f77687bf69f868`

Algorithm	Hash digest
SHA256	`3986b177d1beff44f17d1826104115c2b1d4d9972dbbc19562fbff9a1d187483`
MD5	`1cf39b72ea8974f4662c3d6e3413640d`
BLAKE2b-256	`477e09686c010dead1e82cfdcf9918a3b1a56568581b4d0c5f86e44a4f804c92`

Algorithm	Hash digest
SHA256	`f1ca117d251161e3d25c8140aff0e0ee2188f13dbb99d597d31c58298bb271bb`
MD5	`fb9ce08f91802881cb8d682a8b866250`
BLAKE2b-256	`7f5d65609dee788193ec5de6c4607ae4cedd0906431566202fadcaadf4a1b4c0`

Algorithm	Hash digest
SHA256	`94e2307391bb45c0ed7c92bf99f6855d66f06d1826f374946025aeca081614f9`
MD5	`2dd53e2cf4f75692b7939bbc0199e6ea`
BLAKE2b-256	`91cd7d51b2adae8327523af3fc5f86bcfb4422206249da52cfaa2976cab217af`

Algorithm	Hash digest
SHA256	`6b22197b01895fada16aeba0637ab728efbb41328933aab16af7fc6107efbdf3`
MD5	`b760f616dd2956f2e548dde012219332`
BLAKE2b-256	`76260caf7bff3b1cd1409e8944bdbccc7b3cb1218e763cb7cd993b12137555d3`