Biomarkers of Critical Oscillations

Navigation

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for arthur.avramiea from gravatar.com arthur.avramiea Avatar for dmari104 from gravatar.com dmari104 Avatar for samemrecebi from gravatar.com samemrecebi

Unverified details

These details have not been verified by PyPI
Meta
Classifiers
Report project as malware

Project description

crosci: biomarkers of Critical Oscillations

Collection of biomarkers for estimating criticality of neuronal oscillations:

  • detrended fluctuation analysis (DFA), as implemented in [1]
  • fE/I, a non-invasive estimate of E/I ratio [2]

The spectral ranges for computation of DFA and fE/I have been optimized in [3]

To reference, please cite the following papers:

  1. Hardstone, Richard, et al. "Detrended fluctuation analysis: a scale-free view on neuronal oscillations." Frontiers in physiology 3 (2012): 450.
  2. Bruining, Hilgo, et al. "Measurement of excitation-inhibition ratio in autism spectrum disorder using critical brain dynamics." Scientific reports 10.1 (2020): 9195.
  3. Diachenko, Marina, et al. "Functional excitation-inhibition ratio indicates near-critical oscillations across frequencies." Imaging Neuroscience 2 (2024): 1-17.

Running

The demo script (demo.py) exemplifies how DFA and fEI are computed for randomly generated data. You can use it as a starting point for your own data.

Building

We use uv and setuptools to build this package. As we also use Cyhton to improve performance you will need to have clang installed on your system

To build go into the source directory and do

uv build

This will both build a SDist and a wheel of the package for your machine.

Note

Crosci is also dependent on openmp, with is missing on modern MacOS clang version Apple ships. For the build to be succesfull you will need to install libomp as shown below:

brew install libomp

Project details

Verified details

These details have been verified by PyPI
Project links
GitHub Statistics
Maintainers
Avatar for arthur.avramiea from gravatar.com arthur.avramiea Avatar for dmari104 from gravatar.com dmari104 Avatar for samemrecebi from gravatar.com samemrecebi

Unverified details

These details have not been verified by PyPI
Meta
Classifiers

Release history Release notifications | RSS feed

0.1.12

0.1.10

0.1.9

0.1.8

0.1.7

0.1.6

0.1.5

0.1.4

0.1.2

This version

0.1.1

0.1.0

Download files

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

Source Distribution

crosci-0.1.1.tar.gz (368.8 kB view details)

Uploaded Source

Built Distributions

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

crosci-0.1.1-cp313-cp313-win_amd64.whl (469.1 kB view details)

Uploaded CPython 3.13Windows x86-64

crosci-0.1.1-cp313-cp313-win32.whl (446.1 kB view details)

Uploaded CPython 3.13Windows x86

crosci-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ x86-64

crosci-0.1.1-cp313-cp313-musllinux_1_2_i686.whl (1.4 MB view details)

Uploaded CPython 3.13musllinux: musl 1.2+ i686

crosci-0.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64

crosci-0.1.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl (1.3 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ i686

crosci-0.1.1-cp313-cp313-macosx_14_0_x86_64.whl (763.1 kB view details)

Uploaded CPython 3.13macOS 14.0+ x86-64

crosci-0.1.1-cp313-cp313-macosx_14_0_arm64.whl (719.3 kB view details)

Uploaded CPython 3.13macOS 14.0+ ARM64

crosci-0.1.1-cp312-cp312-win_amd64.whl (469.5 kB view details)

Uploaded CPython 3.12Windows x86-64

crosci-0.1.1-cp312-cp312-win32.whl (446.4 kB view details)

Uploaded CPython 3.12Windows x86

crosci-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

crosci-0.1.1-cp312-cp312-musllinux_1_2_i686.whl (1.4 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ i686

crosci-0.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.3 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

crosci-0.1.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl (1.3 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ i686

crosci-0.1.1-cp312-cp312-macosx_14_0_x86_64.whl (765.1 kB view details)

Uploaded CPython 3.12macOS 14.0+ x86-64

crosci-0.1.1-cp312-cp312-macosx_14_0_arm64.whl (721.1 kB view details)

Uploaded CPython 3.12macOS 14.0+ ARM64

crosci-0.1.1-cp311-cp311-win_amd64.whl (467.8 kB view details)

Uploaded CPython 3.11Windows x86-64

crosci-0.1.1-cp311-cp311-win32.whl (444.6 kB view details)

Uploaded CPython 3.11Windows x86

crosci-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

crosci-0.1.1-cp311-cp311-musllinux_1_2_i686.whl (1.5 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ i686

crosci-0.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

crosci-0.1.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl (1.3 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ i686

crosci-0.1.1-cp311-cp311-macosx_14_0_x86_64.whl (762.0 kB view details)

Uploaded CPython 3.11macOS 14.0+ x86-64

crosci-0.1.1-cp311-cp311-macosx_14_0_arm64.whl (719.1 kB view details)

Uploaded CPython 3.11macOS 14.0+ ARM64

File details

Details for the file crosci-0.1.1.tar.gz.

File metadata

  • Download URL: crosci-0.1.1.tar.gz
  • Upload date:
  • Size: 368.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for crosci-0.1.1.tar.gz
Algorithm Hash digest
SHA256 863949f252f1d7abf86589c15110a168508c4fc50e43347d5236be957049696e
MD5 768e01a1fc620ef667c5d99a001244bf
BLAKE2b-256 4be709206a8385b2849cce2a85377a6d7881a20e6dd107611f6bdad61f4ade20

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1.tar.gz:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.1-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 469.1 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for crosci-0.1.1-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 d047135aebd97877f4e86315351f5977705d67cde87dde5c84e462e684b0e702
MD5 28dac391a2add4bbb83165a43f196bc9
BLAKE2b-256 66f1cef8c6ce09ddc055a6ad86a65cd62015790771b98822f2463c8ea38a3553

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp313-cp313-win_amd64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp313-cp313-win32.whl.

File metadata

  • Download URL: crosci-0.1.1-cp313-cp313-win32.whl
  • Upload date:
  • Size: 446.1 kB
  • Tags: CPython 3.13, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for crosci-0.1.1-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 2dabe5c14ddf4396bd36c87326c8a60ad37b72417610d2566194b6c0361b0fd8
MD5 802f3ca48939af141b69d9ab2c169183
BLAKE2b-256 1e40f49958792967ad6663d6d265880e3cf43feeb4d770758f3fb376744065aa

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp313-cp313-win32.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 e2631aa603b5a943b91df7afea3c2a0770c114b6bc85e2ae6ab086caa1b8c0b8
MD5 0dade652d8c12015e8a8dd00f5aadf1e
BLAKE2b-256 5d57c2457fbf4e2cd0eb5230e383eca86299c04994d96e72e78ed8a9a016c5ba

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp313-cp313-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp313-cp313-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 dbd22a0f4bc4fe8d2bd03f2c6ba2c0e08b6ddd60b319acd60ffa82f1ca48e5e3
MD5 1fa0b9c792dcddd86765db3f167bcc0d
BLAKE2b-256 86c8db0364e6d379f3d7f64bcb4f8524bb7ddf3c8e07a520ce85031987e76d99

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp313-cp313-musllinux_1_2_i686.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 e9dd20142015a0ce5ef0ad8113d4961253d74a757bc246e3d6386bb4069d5174
MD5 8cd5fce9896bc1634e70174baaf66749
BLAKE2b-256 0a83d86698b97cab35d28cb6ea25a3f8be204a184dfcb18a15da4e25fde2c5fc

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 8031b37af28d55015636081e737cdd2661eca2db9794b91ca5d0a6572e9ac039
MD5 1a3897dfbfc55befa6eb2fc59e65a627
BLAKE2b-256 3aaa0daa55a57118b0b1c1f0417a89824e18811f13540d833ea41d6413640f1b

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp313-cp313-manylinux_2_17_i686.manylinux2014_i686.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp313-cp313-macosx_14_0_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp313-cp313-macosx_14_0_x86_64.whl
Algorithm Hash digest
SHA256 ee125651682a6f5145d20c0cdccdb1ce8eabf400c7409d6c7f64e45eb58132ff
MD5 f5a472540806f69fe7e111890e27fa36
BLAKE2b-256 894b499b091f66f958cd668c48cee840ab3dab101d3bf5d4fbfc0ded2f57ef2c

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp313-cp313-macosx_14_0_x86_64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp313-cp313-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp313-cp313-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 448660dbbf1790f0ed24ef75132b1dcd88d49c0153596ea8ec8490e7976224a9
MD5 38395fb59756de9206849fc14a3818d4
BLAKE2b-256 5a6ede09f3ff86c5ebc3c4a44ecfa68ea208dd7fd08bcd21e0a3ae484b9de1eb

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp313-cp313-macosx_14_0_arm64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.1-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 469.5 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for crosci-0.1.1-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 18fcd670b33f0aa9e1400268f11b490e39a1c4bc5d0ee93f8e7b73c9590f4f59
MD5 97f6d2fe917e57aada1d99d38b279b73
BLAKE2b-256 b158da468d41a3f15b07cbf4eaff171e3183ceeec8fc1b0a6a628a637e1c846f

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp312-cp312-win_amd64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp312-cp312-win32.whl.

File metadata

  • Download URL: crosci-0.1.1-cp312-cp312-win32.whl
  • Upload date:
  • Size: 446.4 kB
  • Tags: CPython 3.12, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for crosci-0.1.1-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 a301d116eaf994b76083118b7a6a8b64273e8c4c4d8c445912540e63092db6b2
MD5 93edcf14f270ae0af419c0debde04522
BLAKE2b-256 6ecfdb063569080f8d656f3465eaa111410ae0569d9e541e25f6dea8051f8d95

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp312-cp312-win32.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 df295acaeb6d2b35e2008b2ea3e94d3d0bb68325b01a2c2033a8dccb399d96b4
MD5 e0bb2ce62897e35dcf937c14b4fbe921
BLAKE2b-256 10acf2dc6f9a0bbae49e517311bca04fd8b6263257b66253e8fe94ace131fc18

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp312-cp312-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp312-cp312-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 5b794f03e6326b4778638f5ddfb80eaf93ff09782b26c36ba19b58bef4a2e015
MD5 8432ac1bacc56bab4519b72a1d4e19aa
BLAKE2b-256 f4acaa3735fc98d67bcf4d7d426960229d2b6273f6f9a942db1362c636341e7c

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp312-cp312-musllinux_1_2_i686.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 388d60e97285dda46a3c9b6162ba33e69442a0bd822d35099267f7491f59f54c
MD5 16f9b56d04f9a10eda8474e227b120a0
BLAKE2b-256 8218b10d556275571697d55dc79402d5e746ce41715d8b0a135bafbc58878684

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 085a58ff3edc040b01b08627fd73aaee784dc2479f10472e198497762deb2ae0
MD5 60ee7ad61add67e6610c6b8e24df61e4
BLAKE2b-256 0ff86d6fdba8be8a3abc7a2345e1de65c3fb046187edf4b0e822ead84ef32ea5

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp312-cp312-manylinux_2_17_i686.manylinux2014_i686.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp312-cp312-macosx_14_0_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp312-cp312-macosx_14_0_x86_64.whl
Algorithm Hash digest
SHA256 caaa3a2f07f7e7697106477b123710cd1b50848ae4dbc72f56acd7b1bf00116d
MD5 db824ada4ffd6ce6ba21545a36954b66
BLAKE2b-256 59acef28f0ecd2bf5de62225bc39da5e0f5b887e01471d7bf37934afb547cfbb

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp312-cp312-macosx_14_0_x86_64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp312-cp312-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp312-cp312-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 7271bfae928ce7c55d7ed6f7f65dd055d790a14869fa8b6902bcc47e96a590e5
MD5 1efe6520755cd3ffdbd66c334b41dff9
BLAKE2b-256 e0bc4e6c7e42210c356f6a27c55bec870c12cd09e7b191e76b29a885f9f2467c

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp312-cp312-macosx_14_0_arm64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.1-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 467.8 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for crosci-0.1.1-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 976e6929be7fc2531129192756dbd06c76ca6ee1bcb9c3faca8e144d58434f76
MD5 577d68b8adf682c4a0e5970b3e6676f6
BLAKE2b-256 b9f1b9f92a48de572ecc1924d4d1746ca658098366c6135b5dc152ed80711932

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp311-cp311-win_amd64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp311-cp311-win32.whl.

File metadata

  • Download URL: crosci-0.1.1-cp311-cp311-win32.whl
  • Upload date:
  • Size: 444.6 kB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.9

File hashes

Hashes for crosci-0.1.1-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 29a5006c05fd2d05231d4219ae627409927ba637c895390fb523f55896a29b22
MD5 7e9639f978cba167e287e73df6327d4e
BLAKE2b-256 da06f0c8f8c38146a3d44dbb8620b9c0359c1bba2e9677a922bc645443b81a1b

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp311-cp311-win32.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 8e04f2ff9b420f313721d4b097e4e47c8c4ac4c7177bb6975751802a561377ed
MD5 0141ac16bfb766932e445ee0b5f30171
BLAKE2b-256 0f7aef47c22756947ede19e5bbcce6130ba6156970b5f17f88293bfd1570cdcd

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp311-cp311-musllinux_1_2_i686.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp311-cp311-musllinux_1_2_i686.whl
Algorithm Hash digest
SHA256 60c75ff3e1495eb380b6f4633898305f438fc552698931b02d98e79a91d35ccf
MD5 753f5e1996e16c2efc7224934f78b1ff
BLAKE2b-256 d88fc50f87414c477ff20df8c64043028b47e03aab3cd933b11fc1ddfff47653

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp311-cp311-musllinux_1_2_i686.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 937e2fc7af071b08557cf65256451e815184ed7a9bf877b4e50cc392174061a8
MD5 8ae3cc86182fd78f45fefe09ed18988c
BLAKE2b-256 f602801bc98b960f521a666df80fb6f59c7939cfbaa8bef723cc81e2aa5e6af6

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl
Algorithm Hash digest
SHA256 233dab9b4d78c01d4ed03b9a22b5c092064ecf879cac365f4ede94b42442038d
MD5 27f7eb2eaabb32cf974b78504945cee5
BLAKE2b-256 006dcf805a3d31c97a8d6baf747aa85451cf3427389c48842b2f766e590b7b41

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp311-cp311-manylinux_2_17_i686.manylinux2014_i686.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp311-cp311-macosx_14_0_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp311-cp311-macosx_14_0_x86_64.whl
Algorithm Hash digest
SHA256 d46c15160b61f466e279255bf3f6662a077591b27d84ece87abf63c2cbd628a8
MD5 9177847216f263a7782d705ef947d4e5
BLAKE2b-256 9d11c9fd26596d05ffce92b4cefdda2e5603c7518eaf57837814d983ecd82e9f

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp311-cp311-macosx_14_0_x86_64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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

File details

Details for the file crosci-0.1.1-cp311-cp311-macosx_14_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.1-cp311-cp311-macosx_14_0_arm64.whl
Algorithm Hash digest
SHA256 f0433b28e5ea5d4d9969dc83a1a5338f2ba9ee0cd3a953c96371578338df6148
MD5 088b52a30ddcef3c024507bdc614cf93
BLAKE2b-256 db5fe4252f8972022de0cc06432933eea05011aff86185cc108fbe075843a317

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.1-cp311-cp311-macosx_14_0_arm64.whl:

Publisher: publish.yml on arthur-ervin/crosci

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