Skip to main content

Segmentation-free Analysis of In Situ Capture data

Project description

sainsc

License: MIT Code style: black Code style: Ruff Imports: isort Checked with mypy pre-commit

/ˈsaiəns/

"Segmentation-free Analysis of In Situ Capture data" or alternatively "Stupid Acronyms In Science"

sainsc is a segmentation-free analysis tool for spatial transcriptomics from in situ capture technologies (but also works for imaging-based technologies). It is easily integratable with the scverse (i.e. scanpy and squidpy) by exporting data in AnnData or SpatialData format.

Installation

sainsc is available on PyPI and bioconda.

# PyPI
pip install sainsc
# or conda
conda install bioconda::sainsc

For detailed installation instructions please refer to the documentation.

Documentation

For an extensive documentation of the package please refer to the ReadTheDocs page

Versioning

This project follows the SemVer guidelines for versioning.

Citations

If you are using sainsc for your research please cite

N. Müller-Bötticher, S. Tiesmeyer, R. Eils, N. Ishaque, "Sainsc: A Computational Tool for Segmentation-Free Analysis of In Situ Capture Data" Small Methods (2024) https://doi.org/10.1002/smtd.202401123

@article{sainsc2024,
  author = {Müller-Bötticher, Niklas and Tiesmeyer, Sebastian and Eils, Roland and Ishaque, Naveed},
  title = {Sainsc: A Computational Tool for Segmentation-Free Analysis of In Situ Capture Data},
  journal = {Small Methods},
  year = {2024},
  volume = {},
  number = {},
  pages = {2401123},
  doi = {10.1002/smtd.202401123},
}

License

This project is licensed under the MIT License - for details please refer to the LICENSE file.

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

sainsc-0.3.1.tar.gz (40.2 kB view details)

Uploaded Source

Built Distributions

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

sainsc-0.3.1-cp312-cp312-win_amd64.whl (3.9 MB view details)

Uploaded CPython 3.12Windows x86-64

sainsc-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl (4.6 MB view details)

Uploaded CPython 3.12musllinux: musl 1.2+ x86-64

sainsc-0.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.5 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.17+ x86-64

sainsc-0.3.1-cp312-cp312-macosx_13_0_x86_64.whl (4.2 MB view details)

Uploaded CPython 3.12macOS 13.0+ x86-64

sainsc-0.3.1-cp312-cp312-macosx_11_0_arm64.whl (3.9 MB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

sainsc-0.3.1-cp311-cp311-win_amd64.whl (3.9 MB view details)

Uploaded CPython 3.11Windows x86-64

sainsc-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl (4.6 MB view details)

Uploaded CPython 3.11musllinux: musl 1.2+ x86-64

sainsc-0.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.5 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.17+ x86-64

sainsc-0.3.1-cp311-cp311-macosx_13_0_x86_64.whl (4.2 MB view details)

Uploaded CPython 3.11macOS 13.0+ x86-64

sainsc-0.3.1-cp311-cp311-macosx_11_0_arm64.whl (3.9 MB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

sainsc-0.3.1-cp310-cp310-win_amd64.whl (3.9 MB view details)

Uploaded CPython 3.10Windows x86-64

sainsc-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl (4.6 MB view details)

Uploaded CPython 3.10musllinux: musl 1.2+ x86-64

sainsc-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.5 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.17+ x86-64

sainsc-0.3.1-cp310-cp310-macosx_13_0_x86_64.whl (4.2 MB view details)

Uploaded CPython 3.10macOS 13.0+ x86-64

sainsc-0.3.1-cp310-cp310-macosx_11_0_arm64.whl (3.9 MB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

File details

Details for the file sainsc-0.3.1.tar.gz.

File metadata

  • Download URL: sainsc-0.3.1.tar.gz
  • Upload date:
  • Size: 40.2 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.8

File hashes

Hashes for sainsc-0.3.1.tar.gz
Algorithm Hash digest
SHA256 2da74921f7d3b791634b68054134339606f1dd9e2005543cf27f6b0d2a8312ae
MD5 4db125dd31769043a765ef795fc5bad2
BLAKE2b-256 1935318c3149c38e8794e13655923a96aeab2cfac234cb97b9eae0223bb99980

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1.tar.gz:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: sainsc-0.3.1-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 3.9 MB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.8

File hashes

Hashes for sainsc-0.3.1-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 767369daa899ccf930660cf6099bbc796ce270f3fbc18ff457736b70090b44e0
MD5 0042d5940dd4243f440f5551735c966e
BLAKE2b-256 cce3a5516a599c7721e150c4834f624890915303a8af209367c7d574f1d89917

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp312-cp312-win_amd64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 90a14c687c3c2d649a6c5367b62a4cf80f3a7f46a74a9bec80fbfa49540e5706
MD5 e2465a8b5101341953ce824cbd8c7875
BLAKE2b-256 6dca401341ad757113f860acd5bb9f7a64d4808e27f10bdbeabfd6f4057c3190

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 8a59cb6ea6bfcfa27141eb524ec2db5cb170451cf7b095c69e1ff5e9272dc45d
MD5 d42d95974a4566664018c8506afef77a
BLAKE2b-256 b285251cb5802b45b3092efc51f2813a49c385f541a2f6f4183e5de799830a10

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp312-cp312-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp312-cp312-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 c868e9e5c27162ebde747b9c82b4a0ad90eb0fedd33fae91cbb86526923f6da7
MD5 5714925aacda2dcbd60a20ce6ab37654
BLAKE2b-256 e5fa4a6e54390c6e4295a59205acade4cf35a18749bc15be54968a0a62a50989

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp312-cp312-macosx_13_0_x86_64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 455ca4361b48b7ae06126180af7516e17f552f08b582acf0c8f696830ac2b505
MD5 37020c0d4b599515150c6b821cc10bef
BLAKE2b-256 40e87a0988c4585854e909efa4c7d849bde369153f7323e7f68cf7eb257f2743

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: sainsc-0.3.1-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 3.9 MB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.8

File hashes

Hashes for sainsc-0.3.1-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 3551a9602ab16dff4b304c02a8bf2ff638130014b6f536072207ef95bc8d0228
MD5 16989c45396f62369738eee027350e21
BLAKE2b-256 13c7884477526a5c818000f18cba0eae996b9a2b106430a4a897ab54b554a23a

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp311-cp311-win_amd64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 493497b504fcaa954b594eaa0e2f93b858de0a1613cce0c636c753720b089786
MD5 663af8079c285625a74e2cbdc71421b2
BLAKE2b-256 5fbe0e51536a351ff2c36efba81b385d10bbe753f0a5c77d08df3a13fd199db5

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 8083ca740fe1f5903b6c16301c957310b7c70a512ac992ef72fa16263a52681d
MD5 23f6eb1eaad888657d9af334e7e33932
BLAKE2b-256 65247ac1ba0f751f63ac893851f58304b003e9eb33d011b07490a11079cb6a03

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp311-cp311-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp311-cp311-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 7d6211a02e45f4f844ba0feb0471aefaa8fb8c46d1f7d7f2c999c742ed51b411
MD5 9c4edb87ad1d115efc10d30ebe5110f8
BLAKE2b-256 375132647e02cbfd1a53e904b1e6c364512bdf67066ab6cc6c3e758f24612869

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp311-cp311-macosx_13_0_x86_64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 818c24b89331ea1487f68097f6a41efe897c5b2aa9927f4bff2305c619d1a9db
MD5 d021c1ffd65966b255fa11798952ad83
BLAKE2b-256 ebc29c48976d8f6965ba6a27e9d4d870373173cffd1075fd368fbbfb0729cdfe

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: sainsc-0.3.1-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 3.9 MB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.12.8

File hashes

Hashes for sainsc-0.3.1-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 1f27df9c6cea7552f6e6b3f60beb7505a91a441c0d9c21487101d1eb508d6cb5
MD5 8cec63f54fcc09736a134aada8424ca8
BLAKE2b-256 a08dbc24d8ec8d32016f69446c8fb82a07b93d096084a45327182b2afa464af7

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp310-cp310-win_amd64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm Hash digest
SHA256 af4726dc57dc53fe5b168f1638f017637bf6ed5da1aed374a144028a73796905
MD5 85eb893585739ab0d1d5893980b2171a
BLAKE2b-256 b555a79f5b42fcccc51c035b7d03565482f88f54750f8a568b425f80aa24e4de

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Algorithm Hash digest
SHA256 580ca737878c54f9d5067ee27646cde2da78d87f741f12308ba3f4005af1d59a
MD5 f05c7774d83f91a4fa6a0a6112f7bd84
BLAKE2b-256 dca4f1330042b9e3c9289e818c8e255406d40a4e90620b0a49e514292a860d81

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp310-cp310-macosx_13_0_x86_64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp310-cp310-macosx_13_0_x86_64.whl
Algorithm Hash digest
SHA256 048712c271a321a033252e49039ff2278557ec0ab76168b1b72971b43fe8a445
MD5 d6c7bb7e104881ec4c272eb81837441b
BLAKE2b-256 a00feb980aed39b0c9fe185e65b0dec13e9c3582c263319b59bc85f70b15f896

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp310-cp310-macosx_13_0_x86_64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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

File details

Details for the file sainsc-0.3.1-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for sainsc-0.3.1-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 a0b2a72b340d030bdcc1a4b6e97af3c1c75b6571c08a1e7f160f5177dc3e771f
MD5 6c180e55284512c3adc2775ff9d53aa1
BLAKE2b-256 2af69f632cd05a614364201301a11c4bde4e7c9a441e27b4b94f25289dcb1f33

See more details on using hashes here.

Provenance

The following attestation bundles were made for sainsc-0.3.1-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: cibuildwheel.yml on HiDiHlabs/sainsc

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