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

This version

0.1.10

0.1.9

0.1.8

0.1.7

0.1.6

0.1.5

0.1.4

0.1.2

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-0.1.10.tar.gz (406.0 kB view details)

Uploaded Source

Built Distributions

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

crosci-0.1.10-cp314-cp314t-win_amd64.whl (494.5 kB view details)

Uploaded CPython 3.14tWindows x86-64

crosci-0.1.10-cp314-cp314t-win32.whl (463.5 kB view details)

Uploaded CPython 3.14tWindows x86

crosci-0.1.10-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.14tmanylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

crosci-0.1.10-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.5 MB view details)

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

crosci-0.1.10-cp314-cp314t-macosx_11_0_arm64.whl (774.4 kB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

crosci-0.1.10-cp314-cp314t-macosx_10_15_x86_64.whl (822.3 kB view details)

Uploaded CPython 3.14tmacOS 10.15+ x86-64

crosci-0.1.10-cp314-cp314-win_amd64.whl (469.4 kB view details)

Uploaded CPython 3.14Windows x86-64

crosci-0.1.10-cp314-cp314-win32.whl (444.8 kB view details)

Uploaded CPython 3.14Windows x86

crosci-0.1.10-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

crosci-0.1.10-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

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

crosci-0.1.10-cp314-cp314-macosx_11_0_arm64.whl (764.4 kB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

crosci-0.1.10-cp314-cp314-macosx_10_15_x86_64.whl (814.2 kB view details)

Uploaded CPython 3.14macOS 10.15+ x86-64

crosci-0.1.10-cp313-cp313-win_amd64.whl (467.6 kB view details)

Uploaded CPython 3.13Windows x86-64

crosci-0.1.10-cp313-cp313-win32.whl (443.7 kB view details)

Uploaded CPython 3.13Windows x86

crosci-0.1.10-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

crosci-0.1.10-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

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

crosci-0.1.10-cp313-cp313-macosx_11_0_arm64.whl (763.0 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

crosci-0.1.10-cp313-cp313-macosx_10_13_x86_64.whl (813.9 kB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

crosci-0.1.10-cp312-cp312-win_amd64.whl (467.9 kB view details)

Uploaded CPython 3.12Windows x86-64

crosci-0.1.10-cp312-cp312-win32.whl (444.1 kB view details)

Uploaded CPython 3.12Windows x86

crosci-0.1.10-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.5 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

crosci-0.1.10-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

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

crosci-0.1.10-cp312-cp312-macosx_11_0_arm64.whl (764.8 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

crosci-0.1.10-cp312-cp312-macosx_10_13_x86_64.whl (815.9 kB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

crosci-0.1.10-cp311-cp311-win_amd64.whl (465.8 kB view details)

Uploaded CPython 3.11Windows x86-64

crosci-0.1.10-cp311-cp311-win32.whl (443.1 kB view details)

Uploaded CPython 3.11Windows x86

crosci-0.1.10-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64manylinux: glibc 2.28+ x86-64

crosci-0.1.10-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

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

crosci-0.1.10-cp311-cp311-macosx_11_0_arm64.whl (763.1 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

crosci-0.1.10-cp311-cp311-macosx_10_9_x86_64.whl (815.4 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

File details

Details for the file crosci-0.1.10.tar.gz.

File metadata

  • Download URL: crosci-0.1.10.tar.gz
  • Upload date:
  • Size: 406.0 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for crosci-0.1.10.tar.gz
Algorithm Hash digest
SHA256 13867f6e976dddedf523058a9fb225800c49f16197924a3246b264b26c9abb88
MD5 1536aa71cf186b48d524f0beda44af75
BLAKE2b-256 fd29725bff21b1669a48dacf3d1b913d9a8149834b417836f9ea1fb4a4a56872

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10.tar.gz:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314t-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.10-cp314-cp314t-win_amd64.whl
  • Upload date:
  • Size: 494.5 kB
  • Tags: CPython 3.14t, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for crosci-0.1.10-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 3b32a1b6156d3f8a09ac9b6181e0ea1acf1c3d2c94a3061158f2ecd9814a3802
MD5 3a1d1dbddbd9553c1088c7b3aa3c794c
BLAKE2b-256 dbacccb1af03a9db904f2a0350eeb0fc8f13d44b64661ce90c98eaf5ef2d2a59

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314t-win_amd64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314t-win32.whl.

File metadata

  • Download URL: crosci-0.1.10-cp314-cp314t-win32.whl
  • Upload date:
  • Size: 463.5 kB
  • Tags: CPython 3.14t, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for crosci-0.1.10-cp314-cp314t-win32.whl
Algorithm Hash digest
SHA256 ae0cfc172ceae2da4e64b012571de416cdb95ac4be3f47c58a04de2d8a444d93
MD5 64958975da033eb46a8f980e2623bf3d
BLAKE2b-256 56d9290074e45e70383df1bf37b0246858ec97ea8b270e040f2f61680ad230bd

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314t-win32.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 b2d60f51cfa56d7698c52a2adc186d28a04a96eef5de40d300a17473efd403e7
MD5 ef9d414516656f88168cdb11e8cc2bc1
BLAKE2b-256 9c6a4810a212fdf8ceddfbbde73fb5ffc918f9bc991ce82ca8ce1ae9e901cdec

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 95f8e7a07a1714f6829784a917ebfbaa572f6867e967dbc8bebc396fae24eb34
MD5 628b7f484418d33726c4d270d46f8199
BLAKE2b-256 d493eb55ae8ff3bbf44e54d4e81643eec8eb386d715d3a0a85639a174cfd9c83

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 96877e0b91cc260fac90a36b267be383bb31b10af2dd0d337383db6a13bc6a9b
MD5 30bf338596f8944373b1369b209b8d7b
BLAKE2b-256 0bd30cdb3a5fd7674e574979a5b7904d3b8800ebaacee6f93ca8a5b2a50327ad

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314t-macosx_11_0_arm64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314t-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp314-cp314t-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 94427745aab81e6a5316994aa6122f90e910c1e3f7fa9d0ce6046c0de843a704
MD5 533137c5adbfc5d4c348009070b8a745
BLAKE2b-256 00841851149af99df6f8537e2b1aaf2299fa17f5f7712d82969ceb4dc5a7963d

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314t-macosx_10_15_x86_64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.10-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 469.4 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 crosci-0.1.10-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 87de669424686a1a860d8b3088241b8bb8425d68c4f77dd71c6917ab80ee205c
MD5 a376146d6ea595e0c4040333b584f88a
BLAKE2b-256 d0aa8237b249d57228fe3088cfaab5db45b783044afa7d2825b9e6982b5edb02

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314-win_amd64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314-win32.whl.

File metadata

  • Download URL: crosci-0.1.10-cp314-cp314-win32.whl
  • Upload date:
  • Size: 444.8 kB
  • Tags: CPython 3.14, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for crosci-0.1.10-cp314-cp314-win32.whl
Algorithm Hash digest
SHA256 15b37f576ad5adcfb82ed67c2cdc23fe698aee8969d52880b6ff6e4444a9bc2b
MD5 8e219a9e22bb06f2e7a38cb88bd9ab35
BLAKE2b-256 5d587f4e522ed05eb90572b32f11aa40bd69b0420ede1ab1fe95310f4cff8f8e

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314-win32.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 153fae0b7adcd6950e8ab456ca1be5d642238ca1dc72b7c98dabe78ccbcc794c
MD5 ff5285af0f467b8f108d70e6aad880f1
BLAKE2b-256 beb10f7f4a371ccef232f1527757b4bcb778aee8b0ea8f346cf0fa3c25538df4

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 5096e45beaf57e4fa12e44cacf4c0898798639c5bde51dd98e0efac4ea5d9cc3
MD5 4333972ff0cd180f4ca4c2c1f0b38e62
BLAKE2b-256 c8ef5c987d6884095219ae3f323b4a838c20bd49c15dfdb5aa64d47ca96f08b8

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 b7ce00eae5304c583dd1a939c99969df28db58b63ea918a02337e5bdfd4514ca
MD5 8f0caff6b91711aa953adc124b463708
BLAKE2b-256 17a9354b24f430cbe8b64e30d5cd34e2068f0ce677cc882e7e4c4c2e6f00c47d

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314-macosx_11_0_arm64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp314-cp314-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp314-cp314-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 9b2e43e15a6080ece858a606b826b79d513d89624ccd009c7ecd22d9c382ae91
MD5 ac88bcef44b5bc1c470add7c47400eba
BLAKE2b-256 feb4bbc5cf9b621ea3902013b19725db1d049ef0ec9b21dd314a68c890f3bb7b

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp314-cp314-macosx_10_15_x86_64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.10-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 467.6 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 crosci-0.1.10-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 68604a39a738d6b00878062a8b952bded8b4cedb6030fff62275463585867ba0
MD5 4931e6f63eddaadd02c1643600f0a794
BLAKE2b-256 f2859cdd9bb528e9f0c2552fea468a6b0c7b07c8a131a17498f77adbfeca0ccc

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp313-cp313-win_amd64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp313-cp313-win32.whl.

File metadata

  • Download URL: crosci-0.1.10-cp313-cp313-win32.whl
  • Upload date:
  • Size: 443.7 kB
  • Tags: CPython 3.13, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for crosci-0.1.10-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 4ec18f0c69cf70eb7e2217ecfb939fb5aedfb0cfa138637c3ce0739f359ec421
MD5 188d76ef02430103b6e1d926f28c5ba3
BLAKE2b-256 7306d8b54c1d9dcfbb6e5f4a1faa99e23f3c897c925a130e444f31638fefa916

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp313-cp313-win32.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 9d506cd9b05456769f3d7387e34d9428c3b41f3f7c057406df94cbc392c19135
MD5 5d046cf038eca48b0f26f1505370123e
BLAKE2b-256 f08616d28a4b07285ab405e180ccf11e31398e6abee8f7b206c97a740f75f825

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 3213fc61f4930f687286c9add295fb4b1b82e863f658536114dea1c510368b40
MD5 1cb4cd75b497cf32102c19f432616e30
BLAKE2b-256 c35e7df5856162897b99602600175515bd17eb36a86fa3b66a0f3e87c0fbea25

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0da90bdeccc917b50bda0666c4bb70d38f9af73b03053d205a6e17a51e73b30f
MD5 b4bd3e8f0030bbce084b7b2826e8e3aa
BLAKE2b-256 29a9bdecf9ca86029e549d14e47b43852f1d66f7c1eb86d2f7200c7ac084c0c1

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 18e293f1c46310c5c587e9818db051e2ca44d9ee99ec408ac8295701005397ec
MD5 aac147a30977880904f8d1e4cb48179b
BLAKE2b-256 8c9dd1fe893bfbadae21d849d61443c4e2fbfd0cb7a6f71038e1f3cfec427283

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp313-cp313-macosx_10_13_x86_64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.10-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 467.9 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 crosci-0.1.10-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 5eb71b055d692c357e02823af6011ffeae159fef8a006c6e422d586118004e76
MD5 223618edd97946d57b9fa423aa2f5283
BLAKE2b-256 00943495621d57bbdb7b18a75ef6eeb21781aba1b68c40f417def2e9d0f53d02

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp312-cp312-win_amd64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp312-cp312-win32.whl.

File metadata

  • Download URL: crosci-0.1.10-cp312-cp312-win32.whl
  • Upload date:
  • Size: 444.1 kB
  • Tags: CPython 3.12, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for crosci-0.1.10-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 8e5a1ea1cdc009ade59a47ea31449e459fd710f22c48a429b68cf5a173c228ca
MD5 0a04dc23fc50db1c7917feaa1e6bb489
BLAKE2b-256 52139916325a55bc321a07f0eacd63d8755f87683b016cf2f7aae1f76eeee026

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp312-cp312-win32.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 819ae98619663e949359a05727e174cba414631fed423abe4167c5ff68d90efd
MD5 32767ae07e0644028198882c91c126b4
BLAKE2b-256 4a3660442e68341db2fe1dd555aeffd96fb6a9680b91e1f63cd88da7ecd98862

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 68816a347135b698de15656569ff1fc8296bb4c8aef5d9421110afac3a45073f
MD5 bb2e86f22a2dc93baa48480a16b38067
BLAKE2b-256 90f861db97b339691b8209d432bae15adf0e05aaebf8fca80ec3827cbdee17ba

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8b8bec07ad5db081024a5f4eb4c06abba2e229660f9bffe1016eb3bbc3df0aa0
MD5 a84e772032252cd9ab8808b8fa1046ce
BLAKE2b-256 a3faecbeb569e2e648da782d0fe136a8b27c54ded7cd668ac4e3e6bfad1cac94

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 b0f9823a97957584cf386204f5ee4b42e0af3a252c522477255d0f439fe48a3c
MD5 34a613549af872b006323a454fbea1b1
BLAKE2b-256 11d27d9bf077917e06e450bc7ab21dbc3855eb58d53a36187a6dbc0a3995a149

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp312-cp312-macosx_10_13_x86_64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.10-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 465.8 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 crosci-0.1.10-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 db49ed4aa700f1fd25337c7268317e08da0423b588f6192e3451d1e37046fbe3
MD5 808b3225df851c486a0708fab2b2c434
BLAKE2b-256 e37055c2673c2aa488f05f62d233b11f8580e1b8f014890b0d7ea5d5cfdd0ff0

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp311-cp311-win_amd64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp311-cp311-win32.whl.

File metadata

  • Download URL: crosci-0.1.10-cp311-cp311-win32.whl
  • Upload date:
  • Size: 443.1 kB
  • Tags: CPython 3.11, Windows x86
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for crosci-0.1.10-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 510a8a55dbe22b46c8bcd4349cf5d04c8609c2f79a22aa20b51f4ed68ff074ce
MD5 e94c4a011fd6a884b6f4f961cc6fe0eb
BLAKE2b-256 d3ab62d6f62a947e921a83366d216c51d8edf319d9994153c04826b43c8e0cb0

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp311-cp311-win32.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 684c654eb1d2c62ea30572d1c2c528eb448552057478d469e2ade38d058b63d3
MD5 00aac952ab791a0ec427954a2dc4dd9f
BLAKE2b-256 59d9e81d6a21fafee973e8b56583aad1a8b111c6f1523ec882f9efd537792a01

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 0e3963d6b37d33262d6ef3bbaa685f321267c78a7abccac6c1a6e4d95316ec52
MD5 05267be75d27f3a58db068765f3aa0b6
BLAKE2b-256 8f402f1c694f4d170cb4717b4058b57ce4e08a041a0965dcca3a221ca273fe62

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 4cad55343a85b088cdb8b39e6a0bad7e47ef1b66c20b4705e6ea88e814d100da
MD5 357690315dd59f93cfc7974739dcdf03
BLAKE2b-256 07735fbc794f2cac69d4cca6f7626b7cc6a5d443db2c6e3440d18e84a67c2c7c

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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-0.1.10-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.10-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 64cf593a9d41f85f9e08413ea323eba8449fc09a3688a4115c6d506e042b99fd
MD5 060d630c589dbba644ceaf70341a01b7
BLAKE2b-256 7c96f4bad658bfa77afb3dd9bdf2d2ec966c93dbc115cd2ffcc167b28ac17ea4

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.10-cp311-cp311-macosx_10_9_x86_64.whl:

Publisher: publish.yml on Critical-Brain-Dynamics/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