Skip to main content

Fast gradient-scheme QC, b-vector flip detection, and repair for diffusion MRI.

Project description

GradLint

GradLint is a Rust-powered Python package and command-line tool for diffusion MRI gradient-table quality control. It audits FSL and MRtrix gradient schemes, detects b-vector flips against DWI image evidence, and writes corrected gradients with machine-readable provenance for tractography pipelines.

Install the prebuilt package with:

pip install gradlint

See the project repository for the full README, examples, validation notes, and release history.

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

gradlint-1.1.5.tar.gz (99.8 kB view details)

Uploaded Source

Built Distributions

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

gradlint-1.1.5-cp313-cp313-win_amd64.whl (583.6 kB view details)

Uploaded CPython 3.13Windows x86-64

gradlint-1.1.5-cp313-cp313-manylinux_2_28_x86_64.whl (702.7 kB view details)

Uploaded CPython 3.13manylinux: glibc 2.28+ x86-64

gradlint-1.1.5-cp313-cp313-macosx_11_0_arm64.whl (624.2 kB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

gradlint-1.1.5-cp313-cp313-macosx_10_12_x86_64.whl (658.3 kB view details)

Uploaded CPython 3.13macOS 10.12+ x86-64

gradlint-1.1.5-cp312-cp312-win_amd64.whl (583.9 kB view details)

Uploaded CPython 3.12Windows x86-64

gradlint-1.1.5-cp312-cp312-manylinux_2_28_x86_64.whl (703.3 kB view details)

Uploaded CPython 3.12manylinux: glibc 2.28+ x86-64

gradlint-1.1.5-cp312-cp312-macosx_11_0_arm64.whl (624.7 kB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

gradlint-1.1.5-cp312-cp312-macosx_10_12_x86_64.whl (658.6 kB view details)

Uploaded CPython 3.12macOS 10.12+ x86-64

gradlint-1.1.5-cp311-cp311-win_amd64.whl (584.3 kB view details)

Uploaded CPython 3.11Windows x86-64

gradlint-1.1.5-cp311-cp311-manylinux_2_28_x86_64.whl (704.0 kB view details)

Uploaded CPython 3.11manylinux: glibc 2.28+ x86-64

gradlint-1.1.5-cp311-cp311-macosx_11_0_arm64.whl (625.0 kB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

gradlint-1.1.5-cp311-cp311-macosx_10_12_x86_64.whl (661.0 kB view details)

Uploaded CPython 3.11macOS 10.12+ x86-64

gradlint-1.1.5-cp310-cp310-win_amd64.whl (584.5 kB view details)

Uploaded CPython 3.10Windows x86-64

gradlint-1.1.5-cp310-cp310-manylinux_2_28_x86_64.whl (704.3 kB view details)

Uploaded CPython 3.10manylinux: glibc 2.28+ x86-64

gradlint-1.1.5-cp310-cp310-macosx_11_0_arm64.whl (625.1 kB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

gradlint-1.1.5-cp310-cp310-macosx_10_12_x86_64.whl (661.1 kB view details)

Uploaded CPython 3.10macOS 10.12+ x86-64

File details

Details for the file gradlint-1.1.5.tar.gz.

File metadata

  • Download URL: gradlint-1.1.5.tar.gz
  • Upload date:
  • Size: 99.8 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for gradlint-1.1.5.tar.gz
Algorithm Hash digest
SHA256 c52e1c46d54860ed5d644ab72bfcdf4f46fe6b3cb653b368cba8cb232dc1de1b
MD5 1d8fd1017adc6c25c2d40680e4a13e67
BLAKE2b-256 b5e51d7df1d5055513e59ff5125d6a805c3dec5663f0650c3f91ed57758546f5

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5.tar.gz:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: gradlint-1.1.5-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 583.6 kB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for gradlint-1.1.5-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 b00cf211ece59e933f48d3091158d8e30b8462030315d34310a25cd57d9beacb
MD5 2bdc75fb6f79d739704394c3670b0717
BLAKE2b-256 12d017609c8dff7fef0f739f3ca20793fd51639184911e00213e7add883b3a34

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp313-cp313-win_amd64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp313-cp313-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp313-cp313-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 ebbdb8410e210f09c85968722b8505873a5deebe52044dd3977393bc0af890f7
MD5 42698741f96154d49e0f076fedfe422e
BLAKE2b-256 79743ac33363442f4cc608fb21a570cd6fb4d69e532c37fc5550fc5e681cbdf8

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp313-cp313-manylinux_2_28_x86_64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 d9ae70a479ae8f9d8caca507cf54aa191e85730322fade1deca8fbd836fc4e38
MD5 f9f447da12bd55e7d148b6d0f7bf84db
BLAKE2b-256 700121f5404b053b3243e5a58c8ac313391d5939717e2ba21852b789420eca62

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp313-cp313-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp313-cp313-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 f17032eeff85b045ef02a44b8b64c02fb76acab5aaeeae70ae538587b73e993e
MD5 3f79252b0636fa35f13d2b77fba4b93f
BLAKE2b-256 53ac728b71484818b5f45527c49322b86b95ac1d81f3f74d6ee2aab14550ae6a

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp313-cp313-macosx_10_12_x86_64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: gradlint-1.1.5-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 583.9 kB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for gradlint-1.1.5-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 f05ac3b07d132750b57fdab7e82e680005a895f9776ad0f6f3aeaaa651d3b026
MD5 ddb2af13882afd7912e4e56e1d47d51a
BLAKE2b-256 9d8d8c1d4379fedf30a529cfb1cc405dd1d5649098def6e88c97dbe9117f5686

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp312-cp312-win_amd64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp312-cp312-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp312-cp312-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 9186ef47d2259927479032cd903f480f631a1bf7f78a17a93ec2b04311873a05
MD5 cd6e5e750fd0132baf75fbd054124f17
BLAKE2b-256 d64a2b49f1e615a4b8b7fd1f6060be81d9ea7e549afb1dfd5eeee5ae42857c63

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp312-cp312-manylinux_2_28_x86_64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0bf1a64064bb0471657be7837bcda9ac9cee00872171f667bfb08d10530b0dbc
MD5 3062c90a75d8fa2a2f5c92aa59ac37f3
BLAKE2b-256 bad22c9229843876288cfc32688cb117ec508ce4649e8fa5f179705ae7f57866

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp312-cp312-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp312-cp312-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 45a56e1d4823db8758ebac7416495c27c2ffbfca25561be1bef8e6f0c5173d6a
MD5 6aae735d003fc0fa5e3239284c89b03c
BLAKE2b-256 3d697d02d3ff08888a49bc1c7500253215c1cc3b7ca0e078f9f84f934d5b4e70

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp312-cp312-macosx_10_12_x86_64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: gradlint-1.1.5-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 584.3 kB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for gradlint-1.1.5-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 5060e574db2421192efe91062b30395f2dc0a45e69a38a3a4492840d0c5e2dda
MD5 cbcec80dee3197f5a84c02ff1a00cacf
BLAKE2b-256 c61b0f4610b96b8f742ceb0cc55c23b3af0048252cc70fb9716cb8ea237c78f8

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp311-cp311-win_amd64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp311-cp311-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp311-cp311-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 6b8d4b66af75903b010c1f3fe206410888237ca0b32756098e4c15db2e0ca9f0
MD5 02761842b5e517be1450743d51ffeb11
BLAKE2b-256 7840876ab247ff14ac01e0a935bee26db0032215920141fb894f09ed7cf9e7c2

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp311-cp311-manylinux_2_28_x86_64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 0bfa80a4414881e61ec1f724687b6fa388bc2900d6bbd2d71c7f338459043dd3
MD5 1a9476fd5d49f281a90d479de4ec535d
BLAKE2b-256 296eba1ee9ab7e8d8851cf7eaf21a58f00b5c7ae2c508829cca1fbacd4ca1f4a

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp311-cp311-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp311-cp311-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 4345fb9aa6183c34c6a1812273cf637d6cc1f2e0a3ea426b26f4b820630ead0a
MD5 a11706ed27245332f58bf4b9bcabc179
BLAKE2b-256 0303516db7725cb80a0e6cd7c2edbc6cf174e23b318f39006f58d836d8987e6d

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp311-cp311-macosx_10_12_x86_64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: gradlint-1.1.5-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 584.5 kB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.12

File hashes

Hashes for gradlint-1.1.5-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 57dcef06e2a08dafe37385d4cc4e8a6cd91d9fe74a584f224d53ef579a52b100
MD5 82d62355f6bd2a1d682dd9c86f22291a
BLAKE2b-256 a5f9b3f48ca58fee81be98a60fe93764aac89c017ac2f02707deb4116b338bd1

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp310-cp310-win_amd64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp310-cp310-manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp310-cp310-manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 f580943d9bbcac36c5d5fc08662ead3914bb48e80b4510254f819b17ac326485
MD5 82889f24b2a1145a07eb3019babbe6d3
BLAKE2b-256 71f602220eb48559b0f720d10da6719ef8d7133364e11f017a2c067831a45f49

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp310-cp310-manylinux_2_28_x86_64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 99cd244216c07fea2d323b2ff68959c3314bdf850721263d033c85fcd2b37946
MD5 d5258fcf416620819dee304c0c8a5ef8
BLAKE2b-256 f0705f97aa3eaa85c8728a96c1d267268a80f8fac644c86e2d2966d307e78579

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: release.yml on marcotag93/GradLint

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

File details

Details for the file gradlint-1.1.5-cp310-cp310-macosx_10_12_x86_64.whl.

File metadata

File hashes

Hashes for gradlint-1.1.5-cp310-cp310-macosx_10_12_x86_64.whl
Algorithm Hash digest
SHA256 f49f8b04d6b7ae9264e4e5e36b3ef2557deab1aa4bd305b4fa4e2245094b83a1
MD5 16484465d37cce40280e44586aceaf17
BLAKE2b-256 a331d9154939462c99837349c89c632258d3c973c3ba89220b50ddd6af7fb079

See more details on using hashes here.

Provenance

The following attestation bundles were made for gradlint-1.1.5-cp310-cp310-macosx_10_12_x86_64.whl:

Publisher: release.yml on marcotag93/GradLint

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