Fisher's Exact Test

Simple, fast implementation of Fisher's exact test. For example, for the following table:

	Having the property	Not having the property
Selected	12	5
Not selected	29	2

Perhaps we are interested in whether there is any difference of property in selected vs. non-selected groups, then we can do the Fisher's exact test.

Installation

Within this folder :

git clone git://github.com/brentp/fishers_exact_test.git
pip install .

From PyPI :

pip install fisher

Or install the development version :

pip install git+git://github.com/brentp/fishers_exact_test.git

Usage

fisher.pvalue() accepts 4 values corresponding to the 2-by-2 contingency table, returns an object with attributes for left_tail, right_tail, and two_tail p-values :

>>> from fisher import pvalue
>>> mat = [[12, 5], [29, 2]]
>>> p = pvalue(12, 5, 29, 2)
>>> p.left_tail, p.right_tail, p.two_tail  # doctest: +NORMALIZE_WHITESPACE, +ELLIPSIS
(0.04455473783507..., 0.994525206021..., 0.0802685520741...)

Benchmark

A simple benchmark that calls the Fisher's exact test 1000 times (in scripts/rfisher.py):

calling python fisher...
iterations/sec: 3000.62526381
calling rpy fisher...
iterations/sec: 289.225902364
calling R directly...
iterations/sec: 244.36542276

So the cython fisher is up to 10 times faster than rpy or R version.

Development Status
- 3 - Alpha
Intended Audience
- Developers
- Science/Research
Operating System
- OS Independent
Programming Language
- Python :: 3
Topic
- Scientific/Engineering

Metadata

Development Status
- 3 - Alpha
Intended Audience
- Developers
- Science/Research
Operating System
- OS Independent
Programming Language
- Python :: 3
Topic
- Scientific/Engineering

Release files for fisher-dbolser-test 0.1.16

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Source distribution (sdist)

Source distribution for fisher-dbolser-test 0.1.16
File	Size	Uploaded
fisher_dbolser_test-0.1.16.tar.gz	25.7 kB	May 13, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for fisher-dbolser-test 0.1.16
File	Interpreter	ABI	Platform	Reset
fisher_dbolser_test-0.1.16-cp314-cp314-win_amd64.whl 78.9 kB May 13, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
fisher_dbolser_test-0.1.16-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 489.6 kB May 13, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details
fisher_dbolser_test-0.1.16-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.whl 485.8 kB May 13, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details
fisher_dbolser_test-0.1.16-cp314-cp314-macosx_11_0_arm64.whl 77.2 kB May 13, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
fisher_dbolser_test-0.1.16-cp313-cp313-win_amd64.whl 76.7 kB May 13, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
fisher_dbolser_test-0.1.16-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 493.6 kB May 13, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
fisher_dbolser_test-0.1.16-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.whl 486.7 kB May 13, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
fisher_dbolser_test-0.1.16-cp313-cp313-macosx_11_0_arm64.whl 76.6 kB May 13, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
fisher_dbolser_test-0.1.16-cp312-cp312-win_amd64.whl 76.9 kB May 13, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
fisher_dbolser_test-0.1.16-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 494.0 kB May 13, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
fisher_dbolser_test-0.1.16-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl 487.2 kB May 13, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
fisher_dbolser_test-0.1.16-cp312-cp312-macosx_11_0_arm64.whl 77.2 kB May 13, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
fisher_dbolser_test-0.1.16-cp311-cp311-win_amd64.whl 76.2 kB May 13, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
fisher_dbolser_test-0.1.16-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 503.7 kB May 13, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
fisher_dbolser_test-0.1.16-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl 501.1 kB May 13, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
fisher_dbolser_test-0.1.16-cp311-cp311-macosx_11_0_arm64.whl 78.1 kB May 13, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
fisher_dbolser_test-0.1.16-cp310-cp310-win_amd64.whl 76.4 kB May 13, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
fisher_dbolser_test-0.1.16-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 477.3 kB May 13, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64	Details
fisher_dbolser_test-0.1.16-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl 477.1 kB May 13, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64	Details
fisher_dbolser_test-0.1.16-cp310-cp310-macosx_11_0_arm64.whl 78.6 kB May 13, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
fisher_dbolser_test-0.1.16-cp39-cp39-win_amd64.whl 76.7 kB May 13, 2026	CPython 3.9	CPython 3.9	Windows x86-64	Details
fisher_dbolser_test-0.1.16-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 475.4 kB May 13, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64	Details
fisher_dbolser_test-0.1.16-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl 475.7 kB May 13, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64	Details
fisher_dbolser_test-0.1.16-cp38-cp38-win_amd64.whl 77.6 kB May 13, 2026	CPython 3.8	CPython 3.8	Windows x86-64	Details
fisher_dbolser_test-0.1.16-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl 497.5 kB May 13, 2026	CPython 3.8	CPython 3.8	Linux glibc 2.17+ x86-64	Details
fisher_dbolser_test-0.1.16-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.whl 496.6 kB May 13, 2026	CPython 3.8	CPython 3.8	Linux glibc 2.17+ ARM64	Details

Total release size: 7.8 MB

Release files / fisher_dbolser_test-0.1.16.tar.gz

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Size	25.7 kB
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Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

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Subject: fisher_dbolser_test-0.1.16-cp312-cp312-win_amd64.whl
SHA-256 checksum: 135b405928427dd2eaa8c96c78cf5fd1f25729156f95537b9ca43f0e6cd5c1b6 Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl

Download URL	fisher_dbolser_test-0.1.16-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
Size	494.0 kB
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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
Publishing logs: github.com/dbolser/fishers_exact_test/actions/runs/25789860034/attempts/1

Artifact

Subject: fisher_dbolser_test-0.1.16-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
SHA-256 checksum: 54b9d013473230bddccb59e7baf68eb8a7c388abae3a583e74f8627640e3d03e Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl

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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
Publishing logs: github.com/dbolser/fishers_exact_test/actions/runs/25789860034/attempts/1

Artifact

Subject: fisher_dbolser_test-0.1.16-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
SHA-256 checksum: 0245882813b58b9a8286e419c27c8dd43f421b5c69ebef6df68a82c46b489970 Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp312-cp312-macosx_11_0_arm64.whl

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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

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Artifact

Subject: fisher_dbolser_test-0.1.16-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: 7028a514f7d19698af29d98cc24b82911ae3846dfdc1381b7f880bb7cdad62df Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp311-cp311-win_amd64.whl

Download URL	fisher_dbolser_test-0.1.16-cp311-cp311-win_amd64.whl
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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

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Publishing logs: github.com/dbolser/fishers_exact_test/actions/runs/25789860034/attempts/1

Artifact

Subject: fisher_dbolser_test-0.1.16-cp311-cp311-win_amd64.whl
SHA-256 checksum: f1f247e43ad4a671a7c3a2609470a48d358504eb661705459346900295c0892d Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl

Download URL	fisher_dbolser_test-0.1.16-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
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Artifact

Subject: fisher_dbolser_test-0.1.16-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
SHA-256 checksum: 563907b25f498b9f3d7e7938e6de043a6be554ec7817723b414e8c5016dad527 Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl

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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

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Publishing logs: github.com/dbolser/fishers_exact_test/actions/runs/25789860034/attempts/1

Artifact

Subject: fisher_dbolser_test-0.1.16-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
SHA-256 checksum: 5416ea868cdd3785b89989d505245c1d73d4a00a7a33eb09b21a2a2e3855c9ef Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp311-cp311-macosx_11_0_arm64.whl

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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
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Artifact

Subject: fisher_dbolser_test-0.1.16-cp311-cp311-macosx_11_0_arm64.whl
SHA-256 checksum: 93989b143ee70e6d5cd4e5d010bb952e972c233708c5e0d10cd852d8a642d535 Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp310-cp310-win_amd64.whl

Download URL	fisher_dbolser_test-0.1.16-cp310-cp310-win_amd64.whl
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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
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Artifact

Subject: fisher_dbolser_test-0.1.16-cp310-cp310-win_amd64.whl
SHA-256 checksum: 76d60593ae613c616e5514fc020e009032affe644dc00c6e1e5b521fa3164968 Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl

Download URL	fisher_dbolser_test-0.1.16-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
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Artifact

Subject: fisher_dbolser_test-0.1.16-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
SHA-256 checksum: d90b7cce41d81281559be9a8ef6df8731c1cc2141a13d3a5a8be3618a1e598f5 Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl

Download URL	fisher_dbolser_test-0.1.16-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
Publishing logs: github.com/dbolser/fishers_exact_test/actions/runs/25789860034/attempts/1

Artifact

Subject: fisher_dbolser_test-0.1.16-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
SHA-256 checksum: e315073fa8f6dc3207d2b58ca4577dbabf5d67df11286c494656578b66371af3 Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp310-cp310-macosx_11_0_arm64.whl

Download URL	fisher_dbolser_test-0.1.16-cp310-cp310-macosx_11_0_arm64.whl
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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
Publishing logs: github.com/dbolser/fishers_exact_test/actions/runs/25789860034/attempts/1

Artifact

Subject: fisher_dbolser_test-0.1.16-cp310-cp310-macosx_11_0_arm64.whl
SHA-256 checksum: 7963d04206dcb0a1c0436703295cd361e9fc80e121e1d0a5c02fe0da9459a590 Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp39-cp39-win_amd64.whl

Download URL	fisher_dbolser_test-0.1.16-cp39-cp39-win_amd64.whl
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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
Publishing logs: github.com/dbolser/fishers_exact_test/actions/runs/25789860034/attempts/1

Artifact

Subject: fisher_dbolser_test-0.1.16-cp39-cp39-win_amd64.whl
SHA-256 checksum: 7577a0ce0f561a1b8e25fa98a64cff25d7919eea9f0bce71547b280b8f96d4f6 Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl

Download URL	fisher_dbolser_test-0.1.16-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
Publishing logs: github.com/dbolser/fishers_exact_test/actions/runs/25789860034/attempts/1

Artifact

Subject: fisher_dbolser_test-0.1.16-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
SHA-256 checksum: 1814a99fc933787c07ad70ad4a383d7b118874df129a5d86f9ebc42890392834 Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl

Download URL	fisher_dbolser_test-0.1.16-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

Workflow

Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
Publishing logs: github.com/dbolser/fishers_exact_test/actions/runs/25789860034/attempts/1

Artifact

Subject: fisher_dbolser_test-0.1.16-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
SHA-256 checksum: 0095c417364d961f4bfcbc8ab84ad4ef8886874ce64e0d8e6639cea034f2e7ff Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp38-cp38-win_amd64.whl

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Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
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Release files / fisher_dbolser_test-0.1.16-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl

Download URL	fisher_dbolser_test-0.1.16-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
Size	497.5 kB
Tags	CPython 3.8 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`77cc1bdd51cfa140a8f1ae230ea3e5a8b1a302e7344ece3bdea4703c9a369657`
BLAKE2b-256 checksum How to use checksums	`a029ac7be11593303b7aaa345abf99477f969234512d7c3c5e2c33bb5e18f671`
Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

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Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

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Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
Publishing logs: github.com/dbolser/fishers_exact_test/actions/runs/25789860034/attempts/1

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Subject: fisher_dbolser_test-0.1.16-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl
SHA-256 checksum: 77cc1bdd51cfa140a8f1ae230ea3e5a8b1a302e7344ece3bdea4703c9a369657 Verifying attestations

Release files / fisher_dbolser_test-0.1.16-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.whl

Download URL	fisher_dbolser_test-0.1.16-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
Size	496.6 kB
Tags	CPython 3.8 Linux glibc 2.17+ ARM64
SHA-256 checksum How to use checksums	`995d7084d719744c6e759e29e4f0cfeb3960bb1f391c3f92d819fbd50b890c14`
BLAKE2b-256 checksum How to use checksums	`ffdbf4134adef971f284c7c7e80dbb806095b270d03acbbddf66c2c25da26959`
Upload date	May 13, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

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Publishing platform: GitHub Actions
Publishing repository: github.com/dbolser/fishers_exact_test
Publishing commit: github.com/dbolser/fishers_exact_test/tree/0b5b4774fd201bf35e19e20a9664d2e169d4b517

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Publishing configuration: github.com/dbolser/fishers_exact_test/blob/0b5b4774fd201bf35e19e20a9664d2e169d4b517/.github/workflows/package.yml
Publishing logs: github.com/dbolser/fishers_exact_test/actions/runs/25789860034/attempts/1

Artifact

Subject: fisher_dbolser_test-0.1.16-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.whl
SHA-256 checksum: 995d7084d719744c6e759e29e4f0cfeb3960bb1f391c3f92d819fbd50b890c14 Verifying attestations

Release history Release notifications | RSS feed

This release

0.1.16 This release

May 13, 2026 27 release files

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0.1.16.dev21

May 12, 2026 1 release file

Pre-release

0.1.16.dev11

May 5, 2026 27 release files

fisher-dbolser-test 0.1.16

Fisher's Exact Test

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Release files / fisher_dbolser_test-0.1.16.tar.gz

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