histomicstk

Pre-release

This release is a pre-release and may not be stable for production use.

https://raw.githubusercontent.com/DigitalSlideArchive/HistomicsTK/master/docs/histomicstk_mark.svg

https://img.shields.io/badge/DOI-10.5281%2Fzenodo.14833780-blue.svg

HistomicsTK is a Python package for the analysis of digital pathology images. It can function as a stand-alone library, or as a Digital Slide Archive plugin that allows users to invoke image analysis jobs through HistomicsUI. The functionality offered by HistomicsTK can be extended using slicer cli web which allows developers to integrate their image analysis algorithms into DSA for dissemination through HistomicsUI.

Whole-slide imaging captures the histologic details of tissues in large multiresolution images. Improvements in imaging technology, decreases in storage costs, and regulatory approval of digital pathology for primary diagnosis have resulted in an explosion of whole-slide imaging data. Digitization enables the application of computational image analysis and machine learning algorithms to characterize the contents of these images, and to understand the relationships between histology, clinical outcomes, and molecular data from genomic platforms. Compared to the related areas of radiology and genomics, open-source tools for the management, visualization, and analysis of digital pathology has lagged. To address this we have developed HistomicsTK in coordination with the Digital Slide Archive (DSA), a platform for managing and sharing digital pathology images in a centralized web-accessible server, and HistomicsUI, a specialized user interface for annotation and markup of whole-slide images and for running image analysis tools and for scalable visualizing of dense outputs from image analysis algorithms. HistomicsTK aims to serve the needs of both pathologists/biologists interested in using state-of-the-art algorithms to analyze their data, and algorithm researchers interested in developing new/improved algorithms and disseminate them for wider use by the community.

HistomicsTK can be used in two ways:

As a pure Python package: enables application of image analysis algorithms to data independent of the Digital Slide Archive (DSA). HistomicsTK provides a collection of fundamental algorithms for tasks such as color normalization, color deconvolution, nuclei segmentation, and feature extraction. Read more about these capabilities here: api-docs and examples for more information.

Installation instructions on Linux:

To install HistomicsTK using PyPI:
```
$ python -m pip install histomicstk --find-links https://girder.github.io/large_image_wheels
```
To install HistomicsTK from source:
```
$ git clone https://github.com/DigitalSlideArchive/HistomicsTK/
$ cd HistomicsTK/
$ python -m pip install -e . --find-links https://girder.github.io/large_image_wheels
```
HistomicsTK uses the large_image library to read content from whole-slide and microscopy image formats. Depending on your exact system, installing the necessary libraries to support these formats can be complex. There are some non-official prebuilt libraries available for Linux that can be included as part of the installation by specifying pip install histomicstk --find-links https://girder.github.io/large_image_wheels. Note that if you previously installed HistomicsTK or large_image without these, you may need to add --force-reinstall --no-cache-dir to the pip install command to force it to use the find-links option.

The system version of various libraries are used if the --find-links option is not specified. You will need to use your package manager to install appropriate libraries (on Ubuntu, for instance, you’ll need libopenslide-dev and libtiff-dev).

To install from source on Windows:

1- Run the following:
```
$ pip install large-image
$ pip install cmake
$ git clone https://github.com/DigitalSlideArchive/HistomicsTK/
$ cd HistomicsTK/
$ python -m pip install setuptools-scm "Cython>=0.25.2" "scikit-build>=0.8.1" "cmake>=0.6.0" "numpy>=1.12.1"
```
2- Run pip install libtiff

3- Run pip install large-image-source-tiff to install typical tile sources. You may need other sources, which would require other libraries.

4- Install Visual Studio 15 2017 Community Version

5- Install C++ build tools. Under Tools > Get Tools and Features … > Desktop Development with C++, ensure that the first 8 boxes are checked.

6- Run this:
```
$ python -m pip install -e .
$ pip install girder-client
```
To install from source on OSX:

Note: This needs to be confirmed and expanded by an OSX user. There are probably assumptions made about available libraries.

Use homebrew to install libtiff and openslide or other libraries depending on your desired tile sources.

Run:
```
$ python -m pip install histomicstk large-image-source-tiff large-image-source-openslide
```
As a image-processing task library for HistomicsUI and the Digital Slide Archive: This allows end users to apply containerized analysis modules/pipelines over the web. See the Digital Slide Archive for installation instructions.

Refer to our website for more information.

Previous Versions

The HistomicsTK repository used to contain almost all of the Digital Slide Archive and HistomicsUI, and now container primarily code for image analysis algorithms and processing of annotation data. The deployment and installation code and instructions for DSA have moved to the Digital Slide Archive repository. The user interface and annotation functionality has moved to the HistomicsUI repository.

The deployment and UI code will eventually be removed from the master branch of this repository; any new development on those topics should be done in those locations.

Funding

This work is funded by the NIH grant U24-CA194362-01.

Download files

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

Source Distribution

histomicstk-1.4.1.dev60.tar.gz (27.9 MB view details)

Uploaded Sep 10, 2026 Source

Built Distributions

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

The dropdown lists show the available interpreters, ABIs, and platforms. Enable javascript to be able to filter the list of wheel files.

histomicstk-1.4.1.dev60-cp314-cp314-win_amd64.whl (736.1 kB view details)

Uploaded Sep 10, 2026 CPython 3.14Windows x86-64

histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_x86_64.whl (1.6 MB view details)

Uploaded Sep 10, 2026 CPython 3.14musllinux: musl 1.2+ x86-64

histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_aarch64.whl (1.6 MB view details)

Uploaded Sep 10, 2026 CPython 3.14musllinux: musl 1.2+ ARM64

histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (605.2 kB view details)

Uploaded Sep 10, 2026 CPython 3.14manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (589.7 kB view details)

Uploaded Sep 10, 2026 CPython 3.14manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_x86_64.whl (526.5 kB view details)

Uploaded Sep 10, 2026 CPython 3.14macOS 11.0+ x86-64

histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_arm64.whl (520.8 kB view details)

Uploaded Sep 10, 2026 CPython 3.14macOS 11.0+ ARM64

histomicstk-1.4.1.dev60-cp313-cp313-win_amd64.whl (723.5 kB view details)

Uploaded Sep 10, 2026 CPython 3.13Windows x86-64

histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_x86_64.whl (1.6 MB view details)

Uploaded Sep 10, 2026 CPython 3.13musllinux: musl 1.2+ x86-64

histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_aarch64.whl (1.6 MB view details)

Uploaded Sep 10, 2026 CPython 3.13musllinux: musl 1.2+ ARM64

histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (604.5 kB view details)

Uploaded Sep 10, 2026 CPython 3.13manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (587.9 kB view details)

Uploaded Sep 10, 2026 CPython 3.13manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_x86_64.whl (526.3 kB view details)

Uploaded Sep 10, 2026 CPython 3.13macOS 11.0+ x86-64

histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_arm64.whl (519.6 kB view details)

Uploaded Sep 10, 2026 CPython 3.13macOS 11.0+ ARM64

histomicstk-1.4.1.dev60-cp312-cp312-win_amd64.whl (724.4 kB view details)

Uploaded Sep 10, 2026 CPython 3.12Windows x86-64

histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_x86_64.whl (1.6 MB view details)

Uploaded Sep 10, 2026 CPython 3.12musllinux: musl 1.2+ x86-64

histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_aarch64.whl (1.6 MB view details)

Uploaded Sep 10, 2026 CPython 3.12musllinux: musl 1.2+ ARM64

histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (603.7 kB view details)

Uploaded Sep 10, 2026 CPython 3.12manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (587.4 kB view details)

Uploaded Sep 10, 2026 CPython 3.12manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_x86_64.whl (526.7 kB view details)

Uploaded Sep 10, 2026 CPython 3.12macOS 11.0+ x86-64

histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_arm64.whl (520.4 kB view details)

Uploaded Sep 10, 2026 CPython 3.12macOS 11.0+ ARM64

histomicstk-1.4.1.dev60-cp311-cp311-win_amd64.whl (724.5 kB view details)

Uploaded Sep 10, 2026 CPython 3.11Windows x86-64

histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_x86_64.whl (1.6 MB view details)

Uploaded Sep 10, 2026 CPython 3.11musllinux: musl 1.2+ x86-64

histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_aarch64.whl (1.6 MB view details)

Uploaded Sep 10, 2026 CPython 3.11musllinux: musl 1.2+ ARM64

histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (605.4 kB view details)

Uploaded Sep 10, 2026 CPython 3.11manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (591.5 kB view details)

Uploaded Sep 10, 2026 CPython 3.11manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_x86_64.whl (523.0 kB view details)

Uploaded Sep 10, 2026 CPython 3.11macOS 11.0+ x86-64

histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_arm64.whl (519.5 kB view details)

Uploaded Sep 10, 2026 CPython 3.11macOS 11.0+ ARM64

histomicstk-1.4.1.dev60-cp310-cp310-win_amd64.whl (725.4 kB view details)

Uploaded Sep 10, 2026 CPython 3.10Windows x86-64

histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_x86_64.whl (1.6 MB view details)

Uploaded Sep 10, 2026 CPython 3.10musllinux: musl 1.2+ x86-64

histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_aarch64.whl (1.6 MB view details)

Uploaded Sep 10, 2026 CPython 3.10musllinux: musl 1.2+ ARM64

histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl (607.0 kB view details)

Uploaded Sep 10, 2026 CPython 3.10manylinux: glibc 2.24+ x86-64manylinux: glibc 2.28+ x86-64

histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl (593.9 kB view details)

Uploaded Sep 10, 2026 CPython 3.10manylinux: glibc 2.24+ ARM64manylinux: glibc 2.28+ ARM64

histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_x86_64.whl (525.5 kB view details)

Uploaded Sep 10, 2026 CPython 3.10macOS 11.0+ x86-64

histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_arm64.whl (522.0 kB view details)

Uploaded Sep 10, 2026 CPython 3.10macOS 11.0+ ARM64

File details

Details for the file histomicstk-1.4.1.dev60.tar.gz.

File metadata

Download URL: histomicstk-1.4.1.dev60.tar.gz
Upload date: Sep 10, 2026
Size: 27.9 MB
Tags: Source
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60.tar.gz
Algorithm	Hash digest
SHA256	`0be04f275f7dc0d186f05861f292ae30e647c9f214964ab36c232d6651b8e8ed`
MD5	`3f33e9638b9babf0106aecbe54bfdd82`
BLAKE2b-256	`cdeae5755999917d9eb11e6c9540a562fa42dc35312bcdf199a6410b4df23fa4`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60.tar.gz:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60.tar.gz
- Subject digest: 0be04f275f7dc0d186f05861f292ae30e647c9f214964ab36c232d6651b8e8ed
- Sigstore transparency entry: 2783143245
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp314-cp314-win_amd64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp314-cp314-win_amd64.whl
Upload date: Sep 10, 2026
Size: 736.1 kB
Tags: CPython 3.14, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp314-cp314-win_amd64.whl
Algorithm	Hash digest
SHA256	`561f18bfb193edd9009e90bd891f1e75be05125b1b44f184824155893d2f8988`
MD5	`271f5861f8a0503c72f97ef00075dfb1`
BLAKE2b-256	`f03c1013e37f9d12078c1dd9bed040269d4d48526e25b564105e1db2482794a5`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp314-cp314-win_amd64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp314-cp314-win_amd64.whl
- Subject digest: 561f18bfb193edd9009e90bd891f1e75be05125b1b44f184824155893d2f8988
- Sigstore transparency entry: 2783168600
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_x86_64.whl
Upload date: Sep 10, 2026
Size: 1.6 MB
Tags: CPython 3.14, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`711ce872bb12f4e76be3eba41462cd60a087bb551bef58087d77d798577de09f`
MD5	`c1761bf9e78b9e4be43f50f9c8d2090c`
BLAKE2b-256	`84e7d447038c6ddd8dec1ad4b33c598490ea35569d7bac98ca7e26b69a7ad004`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_x86_64.whl
- Subject digest: 711ce872bb12f4e76be3eba41462cd60a087bb551bef58087d77d798577de09f
- Sigstore transparency entry: 2783169775
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_aarch64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_aarch64.whl
Upload date: Sep 10, 2026
Size: 1.6 MB
Tags: CPython 3.14, musllinux: musl 1.2+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_aarch64.whl
Algorithm	Hash digest
SHA256	`ae783617cc3385a5074fe2052d72b6bee3c88f5626fef77892e27da2635e1e6d`
MD5	`8cf11cbbea8c333ed5791b3b07eb6508`
BLAKE2b-256	`1d4418fadcad7d7217e0b53ae8d2a1862df29bbbf9916f437d0a7915a0b49650`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_aarch64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp314-cp314-musllinux_1_2_aarch64.whl
- Subject digest: ae783617cc3385a5074fe2052d72b6bee3c88f5626fef77892e27da2635e1e6d
- Sigstore transparency entry: 2783145005
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Upload date: Sep 10, 2026
Size: 605.2 kB
Tags: CPython 3.14, manylinux: glibc 2.24+ x86-64, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`7524da182ae00e7e023e6dffc15e56d83175e4cb149ad65c90047ef501232268`
MD5	`d4eabd2290d213d1b1ec775f0af259a7`
BLAKE2b-256	`40209cd8ec93dcd58443c05b9462c1f3ffc8934c7b903eb5d955fa376a91a2e5`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
- Subject digest: 7524da182ae00e7e023e6dffc15e56d83175e4cb149ad65c90047ef501232268
- Sigstore transparency entry: 2783146676
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Upload date: Sep 10, 2026
Size: 589.7 kB
Tags: CPython 3.14, manylinux: glibc 2.24+ ARM64, manylinux: glibc 2.28+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm	Hash digest
SHA256	`8859fad479009a7c614e8be2daec5a5bb895405e10c6a70dcaa3e98edda1fe97`
MD5	`bcca7494eaff6b1fe723d22a09582013`
BLAKE2b-256	`ac8e7722bb248e9afb36e95dbbd75c576d53e23d9a0796c973f1b925a65cb53a`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp314-cp314-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
- Subject digest: 8859fad479009a7c614e8be2daec5a5bb895405e10c6a70dcaa3e98edda1fe97
- Sigstore transparency entry: 2783145862
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_x86_64.whl
Upload date: Sep 10, 2026
Size: 526.5 kB
Tags: CPython 3.14, macOS 11.0+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_x86_64.whl
Algorithm	Hash digest
SHA256	`f8ed0251c0810d6c3a0ded02add8609f5b0befc93cb35d692a8dff6942352814`
MD5	`3633fa1be020261bb417c8bf039593fa`
BLAKE2b-256	`1ec5306baf8293e6d7cb209efe5bceaa18121cc09455efb2ad13037d0f3e4e5e`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_x86_64.whl
- Subject digest: f8ed0251c0810d6c3a0ded02add8609f5b0befc93cb35d692a8dff6942352814
- Sigstore transparency entry: 2783156538
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_arm64.whl
Upload date: Sep 10, 2026
Size: 520.8 kB
Tags: CPython 3.14, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`7ef9371781cc0e1963b3bfcb498f470da9cf68a43efc68bbbea43b67a541b387`
MD5	`24af044f3a49aa0a18ddbb02d33a527d`
BLAKE2b-256	`0ddc4a3166828b9821802ca2c25da6cb27c6dfde277ccdf8fb8524efa6e8bda7`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_arm64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp314-cp314-macosx_11_0_arm64.whl
- Subject digest: 7ef9371781cc0e1963b3bfcb498f470da9cf68a43efc68bbbea43b67a541b387
- Sigstore transparency entry: 2783159883
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp313-cp313-win_amd64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp313-cp313-win_amd64.whl
Upload date: Sep 10, 2026
Size: 723.5 kB
Tags: CPython 3.13, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp313-cp313-win_amd64.whl
Algorithm	Hash digest
SHA256	`82934e7490c5fae1399071b4928b3cb7ced9d9641e0dccb8027056448ea42161`
MD5	`6e7880108158ef7b8bd06c74793f2da6`
BLAKE2b-256	`b9325e9e80bbfda3afa59ffab0709b4f46320be981101f874f8c777d07f060cc`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp313-cp313-win_amd64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp313-cp313-win_amd64.whl
- Subject digest: 82934e7490c5fae1399071b4928b3cb7ced9d9641e0dccb8027056448ea42161
- Sigstore transparency entry: 2783143873
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_x86_64.whl
Upload date: Sep 10, 2026
Size: 1.6 MB
Tags: CPython 3.13, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`c59086deaea126ea74113bef583aead17324e7c651011270d060dd3926167cd5`
MD5	`049b98cd7025cb7e6a5eefd16bced369`
BLAKE2b-256	`b80f7b7b7a6031470d1c88bdc9df8d71a422645119196eb41f011b70ed394d01`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_x86_64.whl
- Subject digest: c59086deaea126ea74113bef583aead17324e7c651011270d060dd3926167cd5
- Sigstore transparency entry: 2783162419
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_aarch64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_aarch64.whl
Upload date: Sep 10, 2026
Size: 1.6 MB
Tags: CPython 3.13, musllinux: musl 1.2+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_aarch64.whl
Algorithm	Hash digest
SHA256	`506722a39ac097dfe11a488d54d456d01ae6d3b4863d5cf9d3b2579eb998bf74`
MD5	`78bdedd01fb4a5f4215047f353bd4698`
BLAKE2b-256	`e094bd3571fd8cc9a577fdd6c2d7605f490d2bf7c72e73baf7ab1b028faa3f43`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_aarch64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp313-cp313-musllinux_1_2_aarch64.whl
- Subject digest: 506722a39ac097dfe11a488d54d456d01ae6d3b4863d5cf9d3b2579eb998bf74
- Sigstore transparency entry: 2783145502
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Upload date: Sep 10, 2026
Size: 604.5 kB
Tags: CPython 3.13, manylinux: glibc 2.24+ x86-64, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`ce5c5bd837f067625a49e0be724e86eaa4d494833eddeb3d8743666155269eea`
MD5	`4c187526ed49914f2abe84040b3c3f2c`
BLAKE2b-256	`608406ae50150afc340a692b70cfea95ff08be9789e543cb4a712237c699487e`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
- Subject digest: ce5c5bd837f067625a49e0be724e86eaa4d494833eddeb3d8743666155269eea
- Sigstore transparency entry: 2783153428
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Upload date: Sep 10, 2026
Size: 587.9 kB
Tags: CPython 3.13, manylinux: glibc 2.24+ ARM64, manylinux: glibc 2.28+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm	Hash digest
SHA256	`49c054b90b5aeab6bcf2d07a2a5fea56370e1baedf2dfba312d677f1905ccf51`
MD5	`bd8d2f39cfabf7a9d3c86d9ceefb54aa`
BLAKE2b-256	`e839210875d8603abb436a4ebce9363b5c8d8907d5a2b94743da3dd34cc490b4`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp313-cp313-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
- Subject digest: 49c054b90b5aeab6bcf2d07a2a5fea56370e1baedf2dfba312d677f1905ccf51
- Sigstore transparency entry: 2783161194
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_x86_64.whl
Upload date: Sep 10, 2026
Size: 526.3 kB
Tags: CPython 3.13, macOS 11.0+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_x86_64.whl
Algorithm	Hash digest
SHA256	`e99cdfca93c42d34b4900c79db8c320a35eb1662d1e34f472c8a4e2720367488`
MD5	`c3dffe6af67d8cf572babe5070a2d0b3`
BLAKE2b-256	`9fcf1adaf6e1d5f04258cbe11d6cd4b5143000236af611cab445ad61c706116e`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_x86_64.whl
- Subject digest: e99cdfca93c42d34b4900c79db8c320a35eb1662d1e34f472c8a4e2720367488
- Sigstore transparency entry: 2783150380
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_arm64.whl
Upload date: Sep 10, 2026
Size: 519.6 kB
Tags: CPython 3.13, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`dbfc9b3c5f9263ae56000c4e93a6fe394aec5b61dedda868f704629e3004dc9f`
MD5	`e9be6c03e6d425d71af9d1d9dcbaaa17`
BLAKE2b-256	`71c1d1894896fca34b500d27cef80a71d6538b6459377f97823cc2cf16fd9c68`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp313-cp313-macosx_11_0_arm64.whl
- Subject digest: dbfc9b3c5f9263ae56000c4e93a6fe394aec5b61dedda868f704629e3004dc9f
- Sigstore transparency entry: 2783145137
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp312-cp312-win_amd64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp312-cp312-win_amd64.whl
Upload date: Sep 10, 2026
Size: 724.4 kB
Tags: CPython 3.12, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp312-cp312-win_amd64.whl
Algorithm	Hash digest
SHA256	`a0c6ad63c337802b53fab629b3a599b308be2a0c27117ced19c94548f013227a`
MD5	`b7f4bfd68e486a4b0aa5973a9b9f895f`
BLAKE2b-256	`f7ed7e59865406a19957b46ea0afcf2215fe1f8992d16018076744d79d1f0df4`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp312-cp312-win_amd64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp312-cp312-win_amd64.whl
- Subject digest: a0c6ad63c337802b53fab629b3a599b308be2a0c27117ced19c94548f013227a
- Sigstore transparency entry: 2783152871
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_x86_64.whl
Upload date: Sep 10, 2026
Size: 1.6 MB
Tags: CPython 3.12, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`f1f81bb85017f87721443992476098f1245aa62a8022ed92a33fe0777274afb5`
MD5	`6cfb55f8359b9a6dec33ee27ba20fe09`
BLAKE2b-256	`f59e079caf83b31faccc53dea431c57b513f8ade754c65e52bd31c2fed3686f0`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_x86_64.whl
- Subject digest: f1f81bb85017f87721443992476098f1245aa62a8022ed92a33fe0777274afb5
- Sigstore transparency entry: 2783158782
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_aarch64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_aarch64.whl
Upload date: Sep 10, 2026
Size: 1.6 MB
Tags: CPython 3.12, musllinux: musl 1.2+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_aarch64.whl
Algorithm	Hash digest
SHA256	`a45b35781acc1674de8ec22eec030dd748abd283332058c06ef8f898f85224c5`
MD5	`37518897363e32528e5196bc37e64084`
BLAKE2b-256	`0b75b768db1d6fa016f2412ebd1ba52e24fa799180d53957fa74a68ff5386e76`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_aarch64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp312-cp312-musllinux_1_2_aarch64.whl
- Subject digest: a45b35781acc1674de8ec22eec030dd748abd283332058c06ef8f898f85224c5
- Sigstore transparency entry: 2783166246
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Upload date: Sep 10, 2026
Size: 603.7 kB
Tags: CPython 3.12, manylinux: glibc 2.24+ x86-64, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`707f376ff579e3a0f4df4b940e9d314caf5c863ab40bd9fbba801b240f7e678f`
MD5	`f1ecc345e41b52552c37b8010c85d039`
BLAKE2b-256	`74c84a279b1960a67ff46ef19dc158e45b4db97eeb6bf1f7d26f24438dc7b08a`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
- Subject digest: 707f376ff579e3a0f4df4b940e9d314caf5c863ab40bd9fbba801b240f7e678f
- Sigstore transparency entry: 2783154117
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Upload date: Sep 10, 2026
Size: 587.4 kB
Tags: CPython 3.12, manylinux: glibc 2.24+ ARM64, manylinux: glibc 2.28+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm	Hash digest
SHA256	`83835d775dc8b27e6b35699365230f2abfdefd12844336152f2847554a9ea11d`
MD5	`8d7552a38c4b41f5632dcab913513498`
BLAKE2b-256	`553a4686b030cccf82a26124f5bb9fa62e3178f6360fb95319ba4e0aaaa19da5`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp312-cp312-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
- Subject digest: 83835d775dc8b27e6b35699365230f2abfdefd12844336152f2847554a9ea11d
- Sigstore transparency entry: 2783150720
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_x86_64.whl
Upload date: Sep 10, 2026
Size: 526.7 kB
Tags: CPython 3.12, macOS 11.0+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_x86_64.whl
Algorithm	Hash digest
SHA256	`399b31dcefdd91b4df8751dd2ae6e91bc69e43cd86ddc89fdfffc4c81ca4d1d5`
MD5	`7cdf779b62c09acb55605fb2403f4662`
BLAKE2b-256	`c722274f8cdce6965d53b15bd69c2220c5bc53fdb12eaec7b4ae01e00672394e`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_x86_64.whl
- Subject digest: 399b31dcefdd91b4df8751dd2ae6e91bc69e43cd86ddc89fdfffc4c81ca4d1d5
- Sigstore transparency entry: 2783162671
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_arm64.whl
Upload date: Sep 10, 2026
Size: 520.4 kB
Tags: CPython 3.12, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`9021db2a0b6a58e9ef6f4f7494dd065cdb20218d65be170fc9f439d7dfdb92a9`
MD5	`4976e26d3d7c09136e718409e2ba627c`
BLAKE2b-256	`213e861a4a0e3bd5f1e2fa9b42a1b4c5195931c8d5f5be0abcd405da951ea88d`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp312-cp312-macosx_11_0_arm64.whl
- Subject digest: 9021db2a0b6a58e9ef6f4f7494dd065cdb20218d65be170fc9f439d7dfdb92a9
- Sigstore transparency entry: 2783161639
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp311-cp311-win_amd64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp311-cp311-win_amd64.whl
Upload date: Sep 10, 2026
Size: 724.5 kB
Tags: CPython 3.11, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp311-cp311-win_amd64.whl
Algorithm	Hash digest
SHA256	`e4419ea89d4b5e095210779b41c05f10ff67489bdc75ef23456a1d7470d93b76`
MD5	`639ceab328a18eeacaf166ef6b7f2a3b`
BLAKE2b-256	`743dd12fc96f0a03258f40f0ca4e0d162afd7fc1c53f2f36911b3ea1e5ab4b8a`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp311-cp311-win_amd64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp311-cp311-win_amd64.whl
- Subject digest: e4419ea89d4b5e095210779b41c05f10ff67489bdc75ef23456a1d7470d93b76
- Sigstore transparency entry: 2783164642
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_x86_64.whl
Upload date: Sep 10, 2026
Size: 1.6 MB
Tags: CPython 3.11, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`8da991f35969dfd25a6d48422e1e91cad656df0f8d85e1732bd2cac06062a1ba`
MD5	`253e4f801c98894459c5731f994e90c1`
BLAKE2b-256	`53b70cc0b75aa6dcc0492d4363f218ce05100b84fc99e51cb32c65345f0cca02`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_x86_64.whl
- Subject digest: 8da991f35969dfd25a6d48422e1e91cad656df0f8d85e1732bd2cac06062a1ba
- Sigstore transparency entry: 2783147740
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_aarch64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_aarch64.whl
Upload date: Sep 10, 2026
Size: 1.6 MB
Tags: CPython 3.11, musllinux: musl 1.2+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_aarch64.whl
Algorithm	Hash digest
SHA256	`45e74729948af8ef597effd467f3d86aab0888dd9323d0ef33916bc9385b9be4`
MD5	`263ecb4e61bdc5c0d29d5c38f29308ee`
BLAKE2b-256	`8f889811a7a9c8521f2418f80557013db273933e673b32bdd9c073ddaf379bdb`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_aarch64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp311-cp311-musllinux_1_2_aarch64.whl
- Subject digest: 45e74729948af8ef597effd467f3d86aab0888dd9323d0ef33916bc9385b9be4
- Sigstore transparency entry: 2783159723
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Upload date: Sep 10, 2026
Size: 605.4 kB
Tags: CPython 3.11, manylinux: glibc 2.24+ x86-64, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`6cbc931259a83920c1dabd3346270677cbf828d8ad70b429c0e2dd0a96ab5cd7`
MD5	`b358354bd51c009b7cd43dd91d64e41c`
BLAKE2b-256	`c81e19804a34f004cfb82809c5a6daa839e6906ca16e619f3d7dfdcf5688d204`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
- Subject digest: 6cbc931259a83920c1dabd3346270677cbf828d8ad70b429c0e2dd0a96ab5cd7
- Sigstore transparency entry: 2783157584
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Upload date: Sep 10, 2026
Size: 591.5 kB
Tags: CPython 3.11, manylinux: glibc 2.24+ ARM64, manylinux: glibc 2.28+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm	Hash digest
SHA256	`372fc19e1a27aa865a68d6540fd055685a7c4947bfc6bf08df4dba2af73620e8`
MD5	`e735d4d6546d891cc5edbb872d296d52`
BLAKE2b-256	`9012b42b1280a3407e34ea78561bc12579b2b63cd3a0752c7f4a02129d151663`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp311-cp311-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
- Subject digest: 372fc19e1a27aa865a68d6540fd055685a7c4947bfc6bf08df4dba2af73620e8
- Sigstore transparency entry: 2783169154
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_x86_64.whl
Upload date: Sep 10, 2026
Size: 523.0 kB
Tags: CPython 3.11, macOS 11.0+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_x86_64.whl
Algorithm	Hash digest
SHA256	`f5a30f703f9f154ad02f781932b8f33dba9f3241b2ddd63f3984c03b680e1549`
MD5	`75e445e738b7670329cebb866544c889`
BLAKE2b-256	`2ffe90a0f344c163d619d5ddee66535546dc0741904538a6558f2d53165fceeb`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_x86_64.whl
- Subject digest: f5a30f703f9f154ad02f781932b8f33dba9f3241b2ddd63f3984c03b680e1549
- Sigstore transparency entry: 2783163946
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_arm64.whl
Upload date: Sep 10, 2026
Size: 519.5 kB
Tags: CPython 3.11, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`bd625c807774910eb7b13a0bef1f2cc5c7d489fc4f815f46eb9265e359b6b5fc`
MD5	`865802f041325ad8ab6bb9c9ee50da4d`
BLAKE2b-256	`b9190d684a43da150df912d6fc7517846c9c2e65d249fbd310e582d174cec221`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp311-cp311-macosx_11_0_arm64.whl
- Subject digest: bd625c807774910eb7b13a0bef1f2cc5c7d489fc4f815f46eb9265e359b6b5fc
- Sigstore transparency entry: 2783148849
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp310-cp310-win_amd64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp310-cp310-win_amd64.whl
Upload date: Sep 10, 2026
Size: 725.4 kB
Tags: CPython 3.10, Windows x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp310-cp310-win_amd64.whl
Algorithm	Hash digest
SHA256	`f197f402560b94a2de1780a872fea0d411bef238348e1f0e4ab687c96fa52a63`
MD5	`40db58bcac73ee3132ab80d0b73c74b4`
BLAKE2b-256	`32b78849e0bbe284dadfa71418ce3f2b96f87b333ec7e72242ccaae733632553`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp310-cp310-win_amd64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp310-cp310-win_amd64.whl
- Subject digest: f197f402560b94a2de1780a872fea0d411bef238348e1f0e4ab687c96fa52a63
- Sigstore transparency entry: 2783158064
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_x86_64.whl
Upload date: Sep 10, 2026
Size: 1.6 MB
Tags: CPython 3.10, musllinux: musl 1.2+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_x86_64.whl
Algorithm	Hash digest
SHA256	`32cba63c2c18476a88655649ef82baa6c827f2424002935fa0d490c2675c6499`
MD5	`c2c373fbd424e27525c939d41793967e`
BLAKE2b-256	`04ddc7711544943e812d1ec207d460252125c88ea00602120f8ec89976c1eb37`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_x86_64.whl
- Subject digest: 32cba63c2c18476a88655649ef82baa6c827f2424002935fa0d490c2675c6499
- Sigstore transparency entry: 2783167195
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_aarch64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_aarch64.whl
Upload date: Sep 10, 2026
Size: 1.6 MB
Tags: CPython 3.10, musllinux: musl 1.2+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_aarch64.whl
Algorithm	Hash digest
SHA256	`11c3cb2a25c2a1eea7e1b3278d40de9a75466d9967b83770e4076a7bb48895d9`
MD5	`30719f703c729ebba6cb6c16950e6043`
BLAKE2b-256	`4d6d49ab7b8dadc11988408ed564c5c45e19d65f54f2077253b4a38eb17c8e02`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_aarch64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp310-cp310-musllinux_1_2_aarch64.whl
- Subject digest: 11c3cb2a25c2a1eea7e1b3278d40de9a75466d9967b83770e4076a7bb48895d9
- Sigstore transparency entry: 2783166536
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Upload date: Sep 10, 2026
Size: 607.0 kB
Tags: CPython 3.10, manylinux: glibc 2.24+ x86-64, manylinux: glibc 2.28+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
Algorithm	Hash digest
SHA256	`6a6747cb441c3878328d86d104de595317b626d96250a0afe154b7584be6125f`
MD5	`270319810e8dbca77de8972c3411ce55`
BLAKE2b-256	`c8a00100b56f0daa10fb7f9513e7bfcb34a58d7c45a82d34a1620dfbbe85c1e3`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_x86_64.manylinux_2_28_x86_64.whl
- Subject digest: 6a6747cb441c3878328d86d104de595317b626d96250a0afe154b7584be6125f
- Sigstore transparency entry: 2783154989
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Upload date: Sep 10, 2026
Size: 593.9 kB
Tags: CPython 3.10, manylinux: glibc 2.24+ ARM64, manylinux: glibc 2.28+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
Algorithm	Hash digest
SHA256	`95ded8355828d6b69e3f220479d5208d2ec530c629b4597d2881b846b7d4c396`
MD5	`95921e56fab3043104c34988133a80f1`
BLAKE2b-256	`85daacbd5235484ed1b61071320414193784a60d935b10f30dce1d193051c889`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp310-cp310-manylinux_2_24_aarch64.manylinux_2_28_aarch64.whl
- Subject digest: 95ded8355828d6b69e3f220479d5208d2ec530c629b4597d2881b846b7d4c396
- Sigstore transparency entry: 2783165849
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_x86_64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_x86_64.whl
Upload date: Sep 10, 2026
Size: 525.5 kB
Tags: CPython 3.10, macOS 11.0+ x86-64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_x86_64.whl
Algorithm	Hash digest
SHA256	`5675e0c78674b0231ed57942182e8b0c0e54d453c1a9c801ea10c9e54613c1dc`
MD5	`e86ebca54a656459de3bb27ae17c5e74`
BLAKE2b-256	`dee3db2ff9aed618cbfc34938d983d745ff532a15242c9516c5b1f906ce0f517`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_x86_64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_x86_64.whl
- Subject digest: 5675e0c78674b0231ed57942182e8b0c0e54d453c1a9c801ea10c9e54613c1dc
- Sigstore transparency entry: 2783151772
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push

File details

Details for the file histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

Download URL: histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_arm64.whl
Upload date: Sep 10, 2026
Size: 522.0 kB
Tags: CPython 3.10, macOS 11.0+ ARM64
Uploaded using Trusted Publishing? Yes
Uploaded via: twine/7.0.0 CPython/3.13.14

File hashes

Hashes for histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_arm64.whl
Algorithm	Hash digest
SHA256	`6369d849c5c11b1eaea9829faf7fb5891ab966222f6c2e5be9b0724c17710dcb`
MD5	`3cc6362044e8d7af20e9c01a2949b932`
BLAKE2b-256	`c592f0f27c888e788c54ef633987d70d81f33282a387ca4f979085d824728eb6`

See more details on using hashes here.

Provenance

The following attestation bundles were made for histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: ci.yml on DigitalSlideArchive/HistomicsTK

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

Statement:
- Statement type: https://in-toto.io/Statement/v1
- Predicate type: https://docs.pypi.org/attestations/publish/v1
- Subject name: histomicstk-1.4.1.dev60-cp310-cp310-macosx_11_0_arm64.whl
- Subject digest: 6369d849c5c11b1eaea9829faf7fb5891ab966222f6c2e5be9b0724c17710dcb
- Sigstore transparency entry: 2783160517
- Sigstore integration time: Sep 10, 2026
Source repository:
- Permalink: DigitalSlideArchive/HistomicsTK@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Branch / Tag: refs/heads/master
- Owner: https://github.com/DigitalSlideArchive
- Access: public
Publication detail:
- Token Issuer: https://token.actions.githubusercontent.com
- Runner Environment: github-hosted
- Publication workflow: ci.yml@761fe2ae7ca57036f030085a09bdff0fa9e1e250
- Trigger Event: push