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

This version

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

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-0.1.12.tar.gz (419.7 kB view details)

Uploaded Source

Built Distributions

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

crosci-0.1.12-cp314-cp314t-win_amd64.whl (502.8 kB view details)

Uploaded CPython 3.14tWindows x86-64

crosci-0.1.12-cp314-cp314t-win32.whl (472.5 kB view details)

Uploaded CPython 3.14tWindows x86

crosci-0.1.12-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-0.1.12-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl (1.4 MB view details)

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

crosci-0.1.12-cp314-cp314t-macosx_11_0_arm64.whl (778.1 kB view details)

Uploaded CPython 3.14tmacOS 11.0+ ARM64

crosci-0.1.12-cp314-cp314t-macosx_10_15_x86_64.whl (825.3 kB view details)

Uploaded CPython 3.14tmacOS 10.15+ x86-64

crosci-0.1.12-cp314-cp314-win_amd64.whl (478.0 kB view details)

Uploaded CPython 3.14Windows x86-64

crosci-0.1.12-cp314-cp314-win32.whl (453.9 kB view details)

Uploaded CPython 3.14Windows x86

crosci-0.1.12-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-0.1.12-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-0.1.12-cp314-cp314-macosx_11_0_arm64.whl (766.5 kB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

crosci-0.1.12-cp314-cp314-macosx_10_15_x86_64.whl (815.6 kB view details)

Uploaded CPython 3.14macOS 10.15+ x86-64

crosci-0.1.12-cp313-cp313-win_amd64.whl (472.1 kB view details)

Uploaded CPython 3.13Windows x86-64

crosci-0.1.12-cp313-cp313-win32.whl (448.9 kB view details)

Uploaded CPython 3.13Windows x86

crosci-0.1.12-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-0.1.12-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-0.1.12-cp313-cp313-macosx_11_0_arm64.whl (761.5 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

crosci-0.1.12-cp313-cp313-macosx_10_13_x86_64.whl (811.1 kB view details)

Uploaded CPython 3.13macOS 10.13+ x86-64

crosci-0.1.12-cp312-cp312-win_amd64.whl (472.4 kB view details)

Uploaded CPython 3.12Windows x86-64

crosci-0.1.12-cp312-cp312-win32.whl (449.1 kB view details)

Uploaded CPython 3.12Windows x86

crosci-0.1.12-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl (1.4 MB view details)

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

crosci-0.1.12-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-0.1.12-cp312-cp312-macosx_11_0_arm64.whl (762.8 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

crosci-0.1.12-cp312-cp312-macosx_10_13_x86_64.whl (812.6 kB view details)

Uploaded CPython 3.12macOS 10.13+ x86-64

crosci-0.1.12-cp311-cp311-win_amd64.whl (470.4 kB view details)

Uploaded CPython 3.11Windows x86-64

crosci-0.1.12-cp311-cp311-win32.whl (447.6 kB view details)

Uploaded CPython 3.11Windows x86

crosci-0.1.12-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-0.1.12-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-0.1.12-cp311-cp311-macosx_11_0_arm64.whl (761.3 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

crosci-0.1.12-cp311-cp311-macosx_10_9_x86_64.whl (812.1 kB view details)

Uploaded CPython 3.11macOS 10.9+ x86-64

File details

Details for the file crosci-0.1.12.tar.gz.

File metadata

  • Download URL: crosci-0.1.12.tar.gz
  • Upload date:
  • Size: 419.7 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for crosci-0.1.12.tar.gz
Algorithm Hash digest
SHA256 1a1cbf1c1542731df03cd0dd2c177c776dc31477fcddc4952d7ad4b3b109ce3d
MD5 75088e3e79c4211fb460dbacd59fcbde
BLAKE2b-256 6045beb15a70acd233220138d6740a9216ffe1ed42e241b4857c8acc29ea915d

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12.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-0.1.12-cp314-cp314t-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.12-cp314-cp314t-win_amd64.whl
  • Upload date:
  • Size: 502.8 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-0.1.12-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 bcc6d7394a5b2a559305840cfda6ba9851869fa7ec039115176fdc884600f11e
MD5 155bf215d2076a9a011ec2e2589c8c72
BLAKE2b-256 154de2cadaa90e7629191411fab45752fa84af1cd3f7fc62bc9fbff22373c82e

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp314-cp314t-win32.whl.

File metadata

  • Download URL: crosci-0.1.12-cp314-cp314t-win32.whl
  • Upload date:
  • Size: 472.5 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-0.1.12-cp314-cp314t-win32.whl
Algorithm Hash digest
SHA256 a632cbed67e92c5b3d3d1b68fca4a16467cd6369e5c3d5122740e469888fe3ca
MD5 5fa9a1bbb575a7e1262c5e35ab6133df
BLAKE2b-256 4b5c89d0d77631645f7e197b1af745049c2bae6b230c593d582bdbf9a9f1c3e8

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 76c548819f1e50b5926ba42691cab53941172002ae75044d3810a7e00ab8acd9
MD5 6b2c708884fc2a0a1db0072f25aace37
BLAKE2b-256 c955f9bc36cb420763d9b6946adc61f36ddf5048eddd13a0ab6e1039dc077e2c

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 15fc6ba0978dd009dd9ec08b77dafb529090c05f5a774a380e9c3dbf7143ebea
MD5 69cf51f6b3040e1624b46c59a4bc62be
BLAKE2b-256 e8d23458b6681128d26929ec480170c7dac891467aa531a7e9a3e4e4ba9d631e

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp314-cp314t-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp314-cp314t-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 625fcc125a5e9b650df9cac0f746a6a58228de7cd2bf944e47c0df04a1deaa63
MD5 0f022eb6b532331d10ed4ef6fcc925bb
BLAKE2b-256 34ee2c0d4be7ae9a2ef62211b9f9899b3e3653017e362ee58de95b795ee1bb0c

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp314-cp314t-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp314-cp314t-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 459a18a8a157353e454db7d607beed81338fc359e442f52cc69b021fbaea49e4
MD5 b2121154be3e4ec9a5603f264a6567fd
BLAKE2b-256 98dd5514fffe4f59407c8e91c3a50ff1500e0ceb606cbe379de5a5c3f33fc04b

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.12-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 478.0 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-0.1.12-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 fca6cc0db300fbc931f336a7b0b67c6d58e4ece1cf510f7a53d671746a4eaeba
MD5 5a2700af7c09f61dbbd04ed3f86207c4
BLAKE2b-256 fd6b38f7b3642a6aa93db8968a60e56db28b39bfeee7ad56f06a3fe919a87e0d

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp314-cp314-win32.whl.

File metadata

  • Download URL: crosci-0.1.12-cp314-cp314-win32.whl
  • Upload date:
  • Size: 453.9 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-0.1.12-cp314-cp314-win32.whl
Algorithm Hash digest
SHA256 fc83e52b2a2cda1bf2610abd6f71378df77ca637d483347cf91c893a1f47c9a2
MD5 feb1cd1a0bc56e96fdbb53ef42653e2e
BLAKE2b-256 70f045eb25d76e137f83b2e7acef5ddcde827eb83818c136907f0b3be4d06c71

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 c7cff4671f933a16626e138a515a9dc22b13acd4970a461679a838fc738c19bf
MD5 00e5881bd0aaf968f9e5ad64f254bb9c
BLAKE2b-256 6e3c80a0132bca9ac084e90ef86c7391e7870d29a01ee19782f29abe40cccec9

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 bff30289160caec2865dd6363a87c4bf9d093ec01aafd43dd6cd1520e49c4bcf
MD5 0df9f88c3037c3063451b4bc2ae31ee1
BLAKE2b-256 950d77d5817e652af0859610897c0670a231671f5b177f3de3d18986cce1e001

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 ad0f7735aed51e6fc572d233d55287a2fc636cff660b1600bc7f5ca6a5d0c179
MD5 28777e4ce0a4d9f141aabfa34d2d69d6
BLAKE2b-256 ae123118c9af531f8a6b96cf4d8b965b3c7d078b8a09e6862a0dad926d785c0f

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp314-cp314-macosx_10_15_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp314-cp314-macosx_10_15_x86_64.whl
Algorithm Hash digest
SHA256 5a2eaf907fae8f5127dc5e4dde7d65387627b85e39346344ff7590bcffefb9fb
MD5 831f48d0547a5b4aaa959a76c8b2a115
BLAKE2b-256 be686fea8f99c544dd18b059239d305c07686c9c2fdb983e20b520a690303ddc

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.12-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 472.1 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-0.1.12-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 4226ac983e7ac50a2078394e50308727cb40c07b76c2b9cda249e1fed48669d9
MD5 3af69d63e6393e6eb5b05098e2233192
BLAKE2b-256 26bcafd8937e87d7d33fdaded594af82654d657111377655ca60704fb72691cb

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp313-cp313-win32.whl.

File metadata

  • Download URL: crosci-0.1.12-cp313-cp313-win32.whl
  • Upload date:
  • Size: 448.9 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-0.1.12-cp313-cp313-win32.whl
Algorithm Hash digest
SHA256 ee52a19ef67f5a9f14bbd54f5cdeaa91d98c6baebb143cad7a0f7ca411033b03
MD5 9aceecf2f970347e354467da01885420
BLAKE2b-256 44cafee655d9056d63d7c72ffbb01645d178b65bda11a9a4400d1c0896617baa

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 c97acbf5a2bafb3080f78ac5ee486fd76d8085a80beaa586889ede03b168bbfa
MD5 db6b8c92134012aa9c8d952d21295b0e
BLAKE2b-256 0d01f0b834c00594a3da36665666c8e317138726dcdf01a361917001d048fe16

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 4387dbf450d40e1e54709aad800e3f071f77352f7b21f3803c758b47db6e9e5e
MD5 87111a83fd8e8e40af4feac6813a9edb
BLAKE2b-256 afe7052133eab40e597b5c0f2096fbf58faf13314f478a218700f8ab54d2757f

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 8507cbd630f49bba8b2174fe5c10dbb9804b5277d86e3a6b8b16625f117c5d27
MD5 c36c21f6f19309ad18b0879c1ad5a96e
BLAKE2b-256 ba12b3b17d9f99c11d81e1507e345587b3ae3f3f761be314d0de2d9647ac2cc1

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp313-cp313-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp313-cp313-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 acc5652fd0b2865fd9f180541fefa6b949a18b00f3d384b603cb8eae90428e65
MD5 b1f0ec1ea66a86ca0b3506b4a3a76c03
BLAKE2b-256 99ecf4db5144f9fb7611455b1a43ff10f327c85e3c97e0ce5ed48608474249a3

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.12-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 472.4 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-0.1.12-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 942ea46da4085da94cd5d4e3b224cd745e596ca591c9cc20d18df34c7db56392
MD5 d67fa33965dd49206f6ab2082e210904
BLAKE2b-256 0bff9e8110f0f17422ce0533891c2e94f58d103715dfadb53fe5fdaa3e004e60

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp312-cp312-win32.whl.

File metadata

  • Download URL: crosci-0.1.12-cp312-cp312-win32.whl
  • Upload date:
  • Size: 449.1 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-0.1.12-cp312-cp312-win32.whl
Algorithm Hash digest
SHA256 2ccba89663dc5dbfc8c84140ed697521ee67f23681a6c74105035800463a21aa
MD5 c57ebd72616de1d77aafb9fabef9e7b0
BLAKE2b-256 5e1a8831a34f799fb86fe005e9a0be8958df8b51167c3e0cba3e74a3e3d9daa5

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 66a39ee2cb9680b025b99fdb07b78bf0e8b1377b922c516d8b532f31deb96ac2
MD5 45e239a36f46d6bd7a6856849b6dd567
BLAKE2b-256 7baaf2d847d8675675f49c520b651cbd384cd4db51e05858d04f94351fd07496

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 db7edbd87ff8eadd4b36bf6a9c251de6f0b54e795c229a44e7e49dda5f9570c3
MD5 63e8fab0f9bc30aa1caef45669657165
BLAKE2b-256 45206d50e971b5d22ca8441a227332cbaa0c90e2a2514500c8912ecba04b02f9

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 1674262d0df7b0ad6e147b7d23cae196c51efafe828410d9c44df1465bb33eeb
MD5 1b48196c7cfb7acc9d69af6ceadd9a31
BLAKE2b-256 2c044dccd716ebad1f5bcb8fa5d4721df7cddd993bb6fe2d278e9ff149c2f68e

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp312-cp312-macosx_10_13_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp312-cp312-macosx_10_13_x86_64.whl
Algorithm Hash digest
SHA256 a0e7b31441fe65c37bc657ce20d4e76eaf9a2fa117d620c4b09293d82f5354b4
MD5 e5b6eb23bad1273f9c90f4c52d801f1e
BLAKE2b-256 47408c2a3c54d7d728726546ab6be5b951136b753db6bc037f8667fb36c20c93

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: crosci-0.1.12-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 470.4 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-0.1.12-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 09f97133f7b2f8f2318566aaaa253188d1416d29110bdf81d6c7bce31b0b9b44
MD5 a6c625b066843956db2473e4e3e6e9cd
BLAKE2b-256 ec54957a6e0415d4db91609028fe0c60a136b05e2bb2e0f61a064605cf611385

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp311-cp311-win32.whl.

File metadata

  • Download URL: crosci-0.1.12-cp311-cp311-win32.whl
  • Upload date:
  • Size: 447.6 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-0.1.12-cp311-cp311-win32.whl
Algorithm Hash digest
SHA256 053088b8c113aa6f43693bf8f947f124fcb69ed67a15ad4c78e4be64222ce393
MD5 a9205a75e3e9b6319fadd8b6ad058cd0
BLAKE2b-256 8f7a6cc817d577d3428385d6255a23360c321c2dff8e3cdefb92a362dd53f7d5

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 28c0363c90cd8ce0656eb6726032e203eb4a4df716de4d4dbaf0d5c85f2fe471
MD5 7e55aa077099d0d9137a4f9b09d87b51
BLAKE2b-256 10684fd65f4c542f2b6d2ec5252451c10cf45ec04b32e8d8ec44a060bbccd1f2

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 52577c3d28982ef320f0d263be1e6af50c2aa8b2920a326abc4240d1a314aba4
MD5 7512966269b46ea58c8d918373255b0a
BLAKE2b-256 e4ca48c2677b67661e80d4179cf32826d4f234fe855747cbef47166c61cc0c21

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 aec4649ee3858435b589818b3265253ed548051d369182d80211faf4e6f27707
MD5 e8308e112e52ff81d7cd2365656b2ecd
BLAKE2b-256 c97fe083ea82bf355ca0f2bbb2794755a093440d7e5e87d38b3f7ff233956c56

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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-0.1.12-cp311-cp311-macosx_10_9_x86_64.whl.

File metadata

File hashes

Hashes for crosci-0.1.12-cp311-cp311-macosx_10_9_x86_64.whl
Algorithm Hash digest
SHA256 cef90be494ab7432a5d51627acf4c5f41ab7b129818634b89553373d070cb6fb
MD5 112fa0ff7e11a38fd207e34d4b9d273f
BLAKE2b-256 d23a3d96895d7dfb39f94040109a69b17391384a244f0cfcc3fb2b45b27951db

See more details on using hashes here.

Provenance

The following attestation bundles were made for crosci-0.1.12-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