Skip to main content

Numerical cascade equation solver

Project description

PyPI Documentation Build Status

MCEq - Matrix cascade equations

MCEq is a numerical tool for solving cascade equations that model the evolution of particle densities as they traverse gaseous or dense media. Its primary application is simulating particle cascades in the Earth's atmosphere, where particles are tracked as average densities across discrete energy bins. MCEq outputs differential energy spectra and total particle counts, supporting a range of models and parameterizations for particle interactions and atmospheric density profiles.

Very early releases, previously maintained under the 'master' and 'development' branches, are archived and available in the MCEq_classic repository.

Documentation

The documentation contains installation instructions, a tutorial and more.

Version 1.4

With this version we update the database to contain new hadronic interaction models alongside some bug fixes and new features, such as DDM.

Please consult the CHANGELOG and the dedicated doc page.

Please cite our work

If you are using this code in your scientific work, please cite the code AND the physical models! We provide citation resources in our Docs!

Authors:

Anatoli Fedynitch Stefan Fröse

Contributers

See here and here for MCEq_classic.

Copyright and license

Code released under the BSD 3-clause license (see LICENSE).

Project details


Download files

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

Source Distribution

mceq-1.4.0.tar.gz (4.5 MB view details)

Uploaded Source

Built Distributions

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

mceq-1.4.0-cp314-cp314-win_arm64.whl (178.7 kB view details)

Uploaded CPython 3.14Windows ARM64

mceq-1.4.0-cp314-cp314-win_amd64.whl (184.2 kB view details)

Uploaded CPython 3.14Windows x86-64

mceq-1.4.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (178.2 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

mceq-1.4.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (178.1 kB view details)

Uploaded CPython 3.14manylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

mceq-1.4.0-cp314-cp314-macosx_11_0_arm64.whl (177.9 kB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

mceq-1.4.0-cp314-cp314-macosx_10_15_x86_64.whl (179.5 kB view details)

Uploaded CPython 3.14macOS 10.15+ x86-64

mceq-1.4.0-cp313-cp313-win_arm64.whl (177.7 kB view details)

Uploaded CPython 3.13Windows ARM64

mceq-1.4.0-cp313-cp313-win_amd64.whl (183.2 kB view details)

Uploaded CPython 3.13Windows x86-64

mceq-1.4.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (178.2 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

mceq-1.4.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (178.1 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

mceq-1.4.0-cp313-cp313-macosx_11_0_arm64.whl (177.9 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

mceq-1.4.0-cp313-cp313-macosx_10_13_x86_64.whl (179.3 kB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

mceq-1.4.0-cp312-cp312-win_arm64.whl (177.7 kB view details)

Uploaded CPython 3.12Windows ARM64

mceq-1.4.0-cp312-cp312-win_amd64.whl (183.2 kB view details)

Uploaded CPython 3.12Windows x86-64

mceq-1.4.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (178.2 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

mceq-1.4.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (178.1 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

mceq-1.4.0-cp312-cp312-macosx_11_0_arm64.whl (177.9 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

mceq-1.4.0-cp312-cp312-macosx_10_13_x86_64.whl (179.3 kB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

mceq-1.4.0-cp311-cp311-win_arm64.whl (177.7 kB view details)

Uploaded CPython 3.11Windows ARM64

mceq-1.4.0-cp311-cp311-win_amd64.whl (183.2 kB view details)

Uploaded CPython 3.11Windows x86-64

mceq-1.4.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (178.2 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

mceq-1.4.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (178.1 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

mceq-1.4.0-cp311-cp311-macosx_11_0_arm64.whl (177.9 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

mceq-1.4.0-cp311-cp311-macosx_10_9_x86_64.whl (179.3 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

mceq-1.4.0-cp310-cp310-win_amd64.whl (183.2 kB view details)

Uploaded CPython 3.10Windows x86-64

mceq-1.4.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (178.2 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

mceq-1.4.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (178.1 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

mceq-1.4.0-cp310-cp310-macosx_11_0_arm64.whl (177.9 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

mceq-1.4.0-cp310-cp310-macosx_10_9_x86_64.whl (179.3 kB view details)

Uploaded CPython 3.10macOS 10.9+ x86-64

mceq-1.4.0-cp39-cp39-win_amd64.whl (183.2 kB view details)

Uploaded CPython 3.9Windows x86-64

mceq-1.4.0-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (178.2 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.17+ ARM64manylinux: glibc 2.28+ ARM64

mceq-1.4.0-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl (178.1 kB view details)

Uploaded CPython 3.9manylinux: glibc 2.28+ x86-64manylinux: glibc 2.5+ x86-64

mceq-1.4.0-cp39-cp39-macosx_11_0_arm64.whl (177.8 kB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

mceq-1.4.0-cp39-cp39-macosx_10_9_x86_64.whl (179.3 kB view details)

Uploaded CPython 3.9macOS 10.9+ x86-64

File details

Details for the file mceq-1.4.0.tar.gz.

File metadata

  • Download URL: mceq-1.4.0.tar.gz
  • Upload date:
  • Size: 4.5 MB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0.tar.gz
Algorithm Hash digest
SHA256 fe4080ae71770ea2ae20728e440ea55511cfa5af62a4705dab6538db343a7f75
MD5 44b9ded01679f3da9b90b16b7106b41a
BLAKE2b-256 2989e109f3bb0afe7b07326330e37623507e8936d10d35d69648e3b7c483308f

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0.tar.gz:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp314-cp314-win_arm64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp314-cp314-win_arm64.whl
  • Upload date:
  • Size: 178.7 kB
  • Tags: CPython 3.14, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 7db569a0640db8a3a826c57157ad37f1efd1f415689cd28300f2105c7a87da36
MD5 ff3fd54e0d54973ce22c1417220501ef
BLAKE2b-256 91764e5076e4c67a4cd4bff8222806e02af0a8d85cf1bc19b9b1111240b7be6f

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp314-cp314-win_arm64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 184.2 kB
  • Tags: CPython 3.14, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 de56dc48ff2e72d18412773d8d0824a34282135bac141ec24be58810d36e63be
MD5 09e6a5a2e4a03ef05653f80483b515df
BLAKE2b-256 f5650d70ec71c46dfdae31923a2c47559a5c2cc97529bf80c330a3f48329be92

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp314-cp314-win_amd64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 c479fda306bb270d7d158b7013b6a52a92809621e130b55e52bbf872cab18e91
MD5 f872b65973bdd0f084d9404ce96d8e60
BLAKE2b-256 5d7e5b1efc0a8a75e92dc56f6c5fc8729becb08a3905f0c2e2c49c6709121d75

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 3b04a9a2138584a88a69d28e18658116db5d35a26687fd4c3066d8fe8516ccbf
MD5 4336364c143cf48d7d23b3102a406b73
BLAKE2b-256 54723950fde85396bf4128e4696b9d15bb4c197c55cbf7ac4934b2d71f9d5a7a

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0e8587d2b000c72e4a7d0887b30e1ce87c5ae19e716ccde92438a8559299e07c
MD5 d8bc8aefa6b7072a2d6c416a8ca133bd
BLAKE2b-256 5a19a6ef906136d48d92ff418fb18a25d4fa5f14fb2720cb186cc887b5033229

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp314-cp314-macosx_11_0_arm64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp314-cp314-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp314-cp314-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 80a12702c11aa06a136547f7e6a518d221cfaab36552198df59b2854aff0d918
MD5 b4664c615da2a2b6d6087b3c7468df93
BLAKE2b-256 41289ae956cc98415c5e325ee9ae912a3e0ae1884ead162db869edd6dc64311c

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp314-cp314-macosx_10_15_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp313-cp313-win_arm64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp313-cp313-win_arm64.whl
  • Upload date:
  • Size: 177.7 kB
  • Tags: CPython 3.13, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 52975802f98b6a0c41c021095527bebf4f290f8313f08c2398f11e2f0fe6f424
MD5 51f7f2f89ad5aebc29c210bb233d0661
BLAKE2b-256 405c3cb7da2730b8e634bc3b647e6e430a156f7a66cc4be3213f7d6589814f6b

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp313-cp313-win_arm64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 183.2 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 2b2e8624bd35e33bec4f0c7dfdeb20e7fb478f3b2ffc1bff6414fed8926db35c
MD5 829f5fd7010782b449562da37b927ddc
BLAKE2b-256 fa8f38e7bc3702879eb65e90bd5cdc79737b4191d4cd84d2854876a946b9938f

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp313-cp313-win_amd64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 cb8a81d82a408f84984f7acd0ca8161dd585e28c339a3006d5f5c2108c71096d
MD5 698023a036262866bc2bd91dbd13b69e
BLAKE2b-256 ce2fb151bc0079a45d3fcae51be88eb4cede916927a49a2ae5055897440fe596

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 254d1b26de3fb0f9912136f3a62183722f317140d7cdf7dce38547dd9c22865f
MD5 56d4f16746cefd59aff80ecd240b158e
BLAKE2b-256 2dd03a89b1160008979ca40c0f8037c9bdf98b8dcf0e4a2e00c6b9eb2a59f25f

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0a2d99865d87d546779d5d838c9d52c0f9a6282e232b1a9ded31c472706ac942
MD5 43cb2174757a055649505385b2acb7cb
BLAKE2b-256 a802f959958fe714958ed6f30a39ce08bec969df40656b016474c277e165e3d1

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 a59b67d7a00c06d66e21cd4f46af587b403273ee92ea2ec8762bbc2e34eb6c7b
MD5 56760f36707b870341a578edaab724b2
BLAKE2b-256 9710ab8daf35eaabe2ba775230a3112bb238e53ed48a64bb1d6b468f4392b728

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp313-cp313-macosx_10_13_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp312-cp312-win_arm64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp312-cp312-win_arm64.whl
  • Upload date:
  • Size: 177.7 kB
  • Tags: CPython 3.12, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 e579e159049e4615975989bc009f2d8ecee1b38f17fe0d04a3752f7c9674e21c
MD5 7a875f303ab292bd34b6db3db2acb0be
BLAKE2b-256 cfc4ed9bf81fafcba0c68b79924d0d4ae1a9a78ff698809ee9f2484b1ab6c443

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp312-cp312-win_arm64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 183.2 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 e3a4a0dc55c053d497400f6e2e0b914bf6a07655c5ea066571863e4f00145fe5
MD5 4f6d509ddfa0238e7343092d878d977d
BLAKE2b-256 0173bc5c70b400af5ec9237d2a584f8c3afdab0f19bf7d07bea03e3210a8942d

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp312-cp312-win_amd64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 f65847b6a51fd922f75509f0ff7b162124b9958a3043615426a0e4e1d9b3827c
MD5 36100648ff392be84b35de66c678afe5
BLAKE2b-256 663bf3eec23b24b3e5565608e24909c27eef00802f6ddea98f886ffd4c5c851f

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 414eaee5f1a28865843404d29b48140ee333f2a6d2e631749d7868d930895275
MD5 3bc877fa8eff69273f82f6d721395715
BLAKE2b-256 dc6bafe677594e25bc70e819ce31c2182e8f285e2bd6f3c7cf3a3696043db102

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 342c1006d3190c80d49e25fbb87db98df45e735604631e9437667101a0b78b86
MD5 2ec0e445ddf6a806af92eec74edc52ac
BLAKE2b-256 0cd6373a51bfcec63d0f95cc40b2a5fe6e945ddc46b2ba52850b91c1cdafa9e1

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 289074e594a58c250f0bd1f628c118fdd520932820ddbbea4bf02916c807f314
MD5 30dde6fc4a3421f8b34779361283183d
BLAKE2b-256 a7332262570d618e77934fd2ebc5b1036d5d7a74085bc1210feb7e334123afc4

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp312-cp312-macosx_10_13_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp311-cp311-win_arm64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp311-cp311-win_arm64.whl
  • Upload date:
  • Size: 177.7 kB
  • Tags: CPython 3.11, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp311-cp311-win_arm64.whl
Algorithm Hash digest
SHA256 c34befd3360f6831786dfe2119b17b63017b01a0be28178521f820eaac5db3b6
MD5 01ee288d4913953dce6bea4d5ac28e66
BLAKE2b-256 935a31ea97c3ad60e2c2be6ecdd5af926ed5e5119dd3c0be73a7810ad0751851

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp311-cp311-win_arm64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 183.2 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 d794186d2e6bb52f19a0c8815b583890c950c8b1ab52057e4bf0b43b7f8c193f
MD5 e1478f1af9afab50eb8bcf0575a5a395
BLAKE2b-256 675f16e024b10347c6d3314cede7be7459ad1bdbcf50d454654f20158d810638

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp311-cp311-win_amd64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 689cb9b7f1f381f1de512b5dccb66b19c8643a172893baf71337f3736ae61e78
MD5 c1fbe20e92e2e56e6c2a983d0e186fae
BLAKE2b-256 55d6ac33f001be64773c8fdf5013177e7625490e2e628ba1fc2a328b76a78b17

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 3bf5063a63d058fd876f21aec08c657c8a9adad87b3a977aea1b10ed48938cd2
MD5 7ada6832a58751b5dcdd3131cb735404
BLAKE2b-256 21d1b5ffc2299e3fdfed7f467e3e8bf30008da0bf90441ba74670dd39a5286fd

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 effacff6f2737581bcf42ef6cb3e12a71289a6ec0004e48f58592ac1c3efb494
MD5 bda7ac59ae80a168b5840c46509df432
BLAKE2b-256 4848a5b3bf479fe78b5724748b8368819e93b569058611c2d538f8379cfea4c1

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 c5fc536612f7c17c7dd66fa702a80ff0969fb46679dc9ec64eb91d153712f39e
MD5 62d891645d9be702f8bad03bc8f61ea6
BLAKE2b-256 eeb868e8723f193db363fa8baa4f6367e6f2b8e0e740c93957c846b7a455876e

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp311-cp311-macosx_10_9_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 183.2 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 37cd8b73ded8be6750fd5ea10445995f64076e8aba43e1eb2ed46682931bc193
MD5 bb9c67f2c07378944c5537c87dd2a604
BLAKE2b-256 b07f37b6e2d976c02a2f8305cbe849e1488869b005f9fb5b53e9ce9be7639c65

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp310-cp310-win_amd64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 8687dac2568e5ba6a931eb3e476dff908b9a83d0383c9292064d9ccd61faea63
MD5 d3ecda05aee2123347b999b30bf5d700
BLAKE2b-256 0bbf19941bf05b8e742a090f0fa855fe04f5ff46879bd822cf79443209750937

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 dd3f68015590caecf8357decab571d8bdbe35ed6c77258d43b42bce0456b98eb
MD5 7b0ce9b770877dbdcb79e6dc903a698b
BLAKE2b-256 90566beb15dbc9eb94d377c09ecd6e0e29a0813f4a2f666665e5725d877b4584

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 1ddb7aa21ed10ca1fd5dfcb40cd6d766198052bb63d6fbf509a2d994c141e515
MD5 f47240dc394dc0e79629171c585accd0
BLAKE2b-256 9113c6e475065b112c62c57d5037f161f14af65df48e6f2f2e769dbed13cad79

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp310-cp310-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp310-cp310-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 765230995514ab7f38831f1396a3fa08fccbdc6dd521e19f0d49cb607904dabb
MD5 d304369350ebb60ce61f82416e7bf9e8
BLAKE2b-256 b3b2c4ec418a95d229afa56f76cd361098b8d9d282f05b0062f952821631fd3f

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp310-cp310-macosx_10_9_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 183.2 kB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 538e6527591eafea87e730509daa0ac7fd1831f2d132e6723714d9a6af87a0c7
MD5 97a87668bc6859ffeacdcbdab3748494
BLAKE2b-256 cfbc03707366da7b4f39c31585ae6e725a519ea69a6377b934db7cbe08bbd9e7

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp39-cp39-win_amd64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 ecc950836ef3f9fb755291c5884dc5219a875b5cc2b456fb06c5a4667510ca0c
MD5 294ca1abbdd9258e018de67d2f96d151
BLAKE2b-256 ff9d2ef730fd7c12c159037de66d4a8dfcf58d9cc87c6309999dd90840bf7b84

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl.

File metadata

File hashes

Hashes for mceq-1.4.0-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Algorithm Hash digest
SHA256 7e1a43c8ee8f950baf1c73b2e510bc68c6b807da111b749505f174e8c516a530
MD5 e718b281c096b0f97df3a11f17b43138
BLAKE2b-256 5f0ab6242aa93f123e88226a400c155a07d145ddc66bacdeb79d635721509049

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp39-cp39-macosx_11_0_arm64.whl
  • Upload date:
  • Size: 177.8 kB
  • Tags: CPython 3.9, macOS 11.0+ ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 e6c03238a7347e6ed52e5308fdd2d2d4f0241a24bdafc5b148823de89173e6fd
MD5 2dd7df817dad780fb50cca77fea2820a
BLAKE2b-256 a1f3825744a249218544477765b30dceb91783cf082037130c04822896dd27b8

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp39-cp39-macosx_11_0_arm64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file mceq-1.4.0-cp39-cp39-macosx_10_9_x86_64.whl.

File metadata

  • Download URL: mceq-1.4.0-cp39-cp39-macosx_10_9_x86_64.whl
  • Upload date:
  • Size: 179.3 kB
  • Tags: CPython 3.9, macOS 10.9+ x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for mceq-1.4.0-cp39-cp39-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 b3255b09b490c654a9d9044b17d31b44dad64e4c41f212caf5520c2840db1801
MD5 c380e6287417eb935f37e1fa0ea1b2b5
BLAKE2b-256 d97893941f6e245f7ca033f67e63bd7fa76d2e49d08464fbefbfeb1c4d79b1e2

See more details on using hashes here.

Provenance

The following attestation bundles were made for mceq-1.4.0-cp39-cp39-macosx_10_9_x86_64.whl:

Publisher: python_build_test_publish.yml on mceq-project/MCEq

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page