lap: Linear Assignment Problem Solver

lap is a linear assignment problem solver using Jonker-Volgenant algorithm for dense LAPJV¹ or sparse LAPMOD² matrices. Both algorithms are implemented from scratch based solely on the papers¹˒² and the public domain Pascal implementation provided by A. Volgenant³. The LAPMOD implementation seems to be faster than the LAPJV implementation for matrices with a side of more than ~5000 and with less than 50% finite coefficients.

^{¹ R. Jonker and A. Volgenant, "A Shortest Augmenting Path Algorithm for
Dense and Sparse Linear Assignment Problems", Computing 38, 325-340 (1987)}
^{² A. Volgenant, "Linear and Semi-Assignment Problems: A Core
Oriented Approach", Computer Ops Res. 23, 917-932 (1996)}
^{³
http://www.assignmentproblems.com/LAPJV.htm |
[archive.org]}

💽 Installation

Install from PyPI:

pip install lap

PyPI Wheels 🛞	Windows ✅	Linux ✅	macOS ✅
Python 3.7	AMD64	x86_64/aarch64	x86_64
Python 3.8	AMD64	x86_64/aarch64	x86_64/arm64
Python 3.9-3.14 ¹	AMD64/ARM64 ²	x86_64/aarch64	x86_64/arm64

^{¹ v0.5.13 supports both numpy 1.x and 2.x for Python 3.8-3.14. 🆕}
^{² Windows ARM64 is experimental.}

Other options

Install from GitHub repo (requires C++ compiler):

pip install git+https://github.com/gatagat/lap.git

Build and install (requires C++ compiler):

git clone https://github.com/gatagat/lap.git
cd lap
pip install "setuptools>=67.8.0"
pip install wheel build
python -m build --wheel
cd dist

🧪 Usage

import lap
import numpy as np
print(lap.lapjv(np.random.rand(4, 5), extend_cost=True))

More details

`cost, x, y = lap.lapjv(C)`

The function lapjv(C) returns the assignment cost cost and two arrays x and y. If cost matrix C has shape NxM, then x is a size-N array specifying to which column each row is assigned, and y is a size-M array specifying to which row each column is assigned. For example, an output of x = [1, 0] indicates that row 0 is assigned to column 1 and row 1 is assigned to column 0. Similarly, an output of x = [2, 1, 0] indicates that row 0 is assigned to column 2, row 1 is assigned to column 1, and row 2 is assigned to column 0.

Note that this function does not return the assignment matrix (as done by scipy's linear_sum_assignment and lapsolver's solve dense). The assignment matrix can be constructed from x as follows: A = np.zeros((N, M)) for i in range(N): A[i, x[i]] = 1

Equivalently, we could construct the assignment matrix from y:

A = np.zeros((N, M))
for j in range(M):
    A[y[j], j] = 1

Finally, note that the outputs are redundant: we can construct x from y, and vise versa:

x = [np.where(y == i)[0][0] for i in range(N)]
y = [np.where(x == j)[0][0] for j in range(M)]

License

Released under the 2-clause BSD license, see LICENSE.

Contributors (in alphabetic order):

Benjamin Eysenbach
Léo Duret
Pieter Lenaerts
Raphael Reme
Ratha Siv
Robert Wen
Steven
Tom White
Tomas Kazmar
Wok

Release files for lap 0.5.13

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for lap 0.5.13
File	Size	Uploaded
lap-0.5.13.tar.gz	1.5 MB	Feb 23, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for lap 0.5.13
File	Interpreter	ABI	Platform	Reset
lap-0.5.13-cp314-cp314-win_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.14	CPython 3.14	Windows ARM64	Details
lap-0.5.13-cp314-cp314-win_amd64.whl 1.5 MB Feb 23, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
lap-0.5.13-cp314-cp314-musllinux_1_2_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
lap-0.5.13-cp314-cp314-musllinux_1_2_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
lap-0.5.13-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
lap-0.5.13-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details
lap-0.5.13-cp314-cp314-macosx_11_0_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
lap-0.5.13-cp314-cp314-macosx_10_15_x86_64.whl 1.5 MB Feb 23, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
lap-0.5.13-cp313-cp313-win_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.13	CPython 3.13	Windows ARM64	Details
lap-0.5.13-cp313-cp313-win_amd64.whl 1.5 MB Feb 23, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
lap-0.5.13-cp313-cp313-musllinux_1_2_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
lap-0.5.13-cp313-cp313-musllinux_1_2_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
lap-0.5.13-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
lap-0.5.13-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details
lap-0.5.13-cp313-cp313-macosx_11_0_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
lap-0.5.13-cp313-cp313-macosx_10_13_x86_64.whl 1.5 MB Feb 23, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
lap-0.5.13-cp312-cp312-win_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.12	CPython 3.12	Windows ARM64	Details
lap-0.5.13-cp312-cp312-win_amd64.whl 1.5 MB Feb 23, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
lap-0.5.13-cp312-cp312-musllinux_1_2_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
lap-0.5.13-cp312-cp312-musllinux_1_2_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
lap-0.5.13-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
lap-0.5.13-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details
lap-0.5.13-cp312-cp312-macosx_11_0_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
lap-0.5.13-cp312-cp312-macosx_10_13_x86_64.whl 1.5 MB Feb 23, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
lap-0.5.13-cp311-cp311-win_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.11	CPython 3.11	Windows ARM64	Details
lap-0.5.13-cp311-cp311-win_amd64.whl 1.5 MB Feb 23, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
lap-0.5.13-cp311-cp311-musllinux_1_2_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
lap-0.5.13-cp311-cp311-musllinux_1_2_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
lap-0.5.13-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
lap-0.5.13-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details
lap-0.5.13-cp311-cp311-macosx_11_0_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
lap-0.5.13-cp311-cp311-macosx_10_9_x86_64.whl 1.5 MB Feb 23, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
lap-0.5.13-cp310-cp310-win_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.10	CPython 3.10	Windows ARM64	Details
lap-0.5.13-cp310-cp310-win_amd64.whl 1.5 MB Feb 23, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
lap-0.5.13-cp310-cp310-musllinux_1_2_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
lap-0.5.13-cp310-cp310-musllinux_1_2_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
lap-0.5.13-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
lap-0.5.13-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details
lap-0.5.13-cp310-cp310-macosx_11_0_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
lap-0.5.13-cp310-cp310-macosx_10_9_x86_64.whl 1.5 MB Feb 23, 2026	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details
lap-0.5.13-cp39-cp39-win_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.9	CPython 3.9	Windows ARM64	Details
lap-0.5.13-cp39-cp39-win_amd64.whl 1.5 MB Feb 23, 2026	CPython 3.9	CPython 3.9	Windows x86-64	Details
lap-0.5.13-cp39-cp39-musllinux_1_2_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-64	Details
lap-0.5.13-cp39-cp39-musllinux_1_2_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ ARM64	Details
lap-0.5.13-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
lap-0.5.13-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details
lap-0.5.13-cp39-cp39-macosx_11_0_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
lap-0.5.13-cp39-cp39-macosx_10_9_x86_64.whl 1.5 MB Feb 23, 2026	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details
lap-0.5.13-cp38-cp38-win_amd64.whl 1.5 MB Feb 23, 2026	CPython 3.8	CPython 3.8	Windows x86-64	Details
lap-0.5.13-cp38-cp38-musllinux_1_2_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.8	CPython 3.8	Linux musl 1.2+ x86-64	Details
lap-0.5.13-cp38-cp38-musllinux_1_2_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.8	CPython 3.8	Linux musl 1.2+ ARM64	Details
lap-0.5.13-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.8	CPython 3.8	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
lap-0.5.13-cp38-cp38-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.8	CPython 3.8	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details
lap-0.5.13-cp38-cp38-macosx_11_0_arm64.whl 1.5 MB Feb 23, 2026	CPython 3.8	CPython 3.8	macOS 11.0+ ARM64	Details
lap-0.5.13-cp38-cp38-macosx_10_9_x86_64.whl 1.5 MB Feb 23, 2026	CPython 3.8	CPython 3.8	macOS 10.9+ x86-64	Details
lap-0.5.13-cp37-cp37m-win_amd64.whl 1.5 MB Feb 23, 2026	CPython 3.7	CPython 3.7 pymalloc	Windows x86-64	Details
lap-0.5.13-cp37-cp37m-musllinux_1_2_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.7	CPython 3.7 pymalloc	Linux musl 1.2+ x86-64	Details
lap-0.5.13-cp37-cp37m-musllinux_1_2_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.7	CPython 3.7 pymalloc	Linux musl 1.2+ ARM64	Details
lap-0.5.13-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.7 MB Feb 23, 2026	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ ARM64	Details
lap-0.5.13-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.7 MB Feb 23, 2026	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ x86-64, Linux glibc 2.5+ x86-64	Details
lap-0.5.13-cp37-cp37m-macosx_10_9_x86_64.whl 1.5 MB Feb 23, 2026	CPython 3.7	CPython 3.7 pymalloc	macOS 10.9+ x86-64	Details

Total release size: 99.1 MB

Release files / lap-0.5.13.tar.gz

Download URL	lap-0.5.13.tar.gz
Size	1.5 MB
Tags	Source
SHA-256 checksum How to use checksums	`9eff7169e3ca452995af0493cc20d35452c4bfd06122c36c06457119ffbd411b`
BLAKE2b-256 checksum How to use checksums	`f1ae5cc637c2e5158b7dcf1a9744d33b11dfc21d9309931169402f573e4d1ee3`
Upload date	Feb 23, 2026
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
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Release files / lap-0.5.13-cp314-cp314-win_arm64.whl

Download URL	lap-0.5.13-cp314-cp314-win_arm64.whl
Size	1.5 MB
Tags	CPython 3.14 Windows ARM64
SHA-256 checksum How to use checksums	`b5ef3928303c37661f887e1f8b28a381b07bcb0b9868fe911b5ef4e205f31495`
BLAKE2b-256 checksum How to use checksums	`c137a23772ed1ced8d58e089f23d835857b9ae759a9f5733edc4b0c52fb393db`
Upload date	Feb 23, 2026
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
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Release files / lap-0.5.13-cp314-cp314-win_amd64.whl

Download URL	lap-0.5.13-cp314-cp314-win_amd64.whl
Size	1.5 MB
Tags	CPython 3.14 Windows x86-64
SHA-256 checksum How to use checksums	`40ef084ff5cd10fffbac76f56de4f5c2da039af57412e19a496c263397c8ffb4`
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
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Release files / lap-0.5.13-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL	lap-0.5.13-cp314-cp314-musllinux_1_2_x86_64.whl
Size	1.7 MB
Tags	CPython 3.14 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`398db6cb10287e97c2f54c9f333adbee4a2e502f00744b402173a95749ee35c0`
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Release files / lap-0.5.13-cp314-cp314-musllinux_1_2_aarch64.whl

Download URL	lap-0.5.13-cp314-cp314-musllinux_1_2_aarch64.whl
Size	1.7 MB
Tags	CPython 3.14 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`a1ab768edaa10ee9ad32bd651ed904104c5ca12c7333bad8cd43cb62bdb62fd9`
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Release files / lap-0.5.13-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	lap-0.5.13-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	1.7 MB
Tags	CPython 3.14 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Subject: lap-0.5.13-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: b4f5a7a5f309fa55588eb21ec1bb347356800d4007b0547bb25b5d98552cfaa1 Verifying attestations

Release files / lap-0.5.13-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Release files / lap-0.5.13-cp314-cp314-macosx_11_0_arm64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Release files / lap-0.5.13-cp314-cp314-macosx_10_15_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp313-cp313-win_arm64.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp313-cp313-win_amd64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp313-cp313-musllinux_1_2_x86_64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp313-cp313-musllinux_1_2_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Release files / lap-0.5.13-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Release files / lap-0.5.13-cp313-cp313-macosx_11_0_arm64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Release files / lap-0.5.13-cp313-cp313-macosx_10_13_x86_64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp312-cp312-win_arm64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Artifact

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Release files / lap-0.5.13-cp312-cp312-win_amd64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp312-cp312-musllinux_1_2_x86_64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Artifact

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Release files / lap-0.5.13-cp312-cp312-musllinux_1_2_aarch64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Release files / lap-0.5.13-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Artifact

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Release files / lap-0.5.13-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Release files / lap-0.5.13-cp312-cp312-macosx_11_0_arm64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Artifact

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Release files / lap-0.5.13-cp312-cp312-macosx_10_13_x86_64.whl

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Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Artifact

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Release files / lap-0.5.13-cp311-cp311-win_arm64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp311-cp311-win_amd64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp311-cp311-musllinux_1_2_x86_64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Artifact

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Release files / lap-0.5.13-cp311-cp311-musllinux_1_2_aarch64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Release files / lap-0.5.13-cp311-cp311-macosx_11_0_arm64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Artifact

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Release files / lap-0.5.13-cp311-cp311-macosx_10_9_x86_64.whl

Download URL	lap-0.5.13-cp311-cp311-macosx_10_9_x86_64.whl
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Artifact

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Release files / lap-0.5.13-cp310-cp310-win_arm64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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Release files / lap-0.5.13-cp310-cp310-win_amd64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Artifact

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Release files / lap-0.5.13-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL	lap-0.5.13-cp310-cp310-musllinux_1_2_x86_64.whl
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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Release files / lap-0.5.13-cp310-cp310-musllinux_1_2_aarch64.whl

Download URL	lap-0.5.13-cp310-cp310-musllinux_1_2_aarch64.whl
Size	1.7 MB
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

Subject: lap-0.5.13-cp310-cp310-musllinux_1_2_aarch64.whl
SHA-256 checksum: 65d88ca30e30805d57a45bee6dfa40893c0f3ee8c32120ddf660c625ad24d52a Verifying attestations

Release files / lap-0.5.13-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	lap-0.5.13-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	1.7 MB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

Subject: lap-0.5.13-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 10169f0401cf0ecd12f34d701abebbe2233c9fc5b9b5b46794157f5662646cb5 Verifying attestations

Release files / lap-0.5.13-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL	lap-0.5.13-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Artifact

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SHA-256 checksum: 33c53173abbd8da0ba8c4eef0a7f2dc72230c7c9bc0b634fe5c98873b4999ab8 Verifying attestations

Release files / lap-0.5.13-cp310-cp310-macosx_11_0_arm64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Artifact

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SHA-256 checksum: 32cd1d38500da8e1ef51398121f1408ce23890cbc133647a0f665576b127eca7 Verifying attestations

Release files / lap-0.5.13-cp310-cp310-macosx_10_9_x86_64.whl

Download URL	lap-0.5.13-cp310-cp310-macosx_10_9_x86_64.whl
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Artifact

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Release files / lap-0.5.13-cp39-cp39-win_arm64.whl

Download URL	lap-0.5.13-cp39-cp39-win_arm64.whl
Size	1.5 MB
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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Release files / lap-0.5.13-cp39-cp39-win_amd64.whl

Download URL	lap-0.5.13-cp39-cp39-win_amd64.whl
Size	1.5 MB
Tags	CPython 3.9 Windows x86-64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

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Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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Release files / lap-0.5.13-cp39-cp39-musllinux_1_2_x86_64.whl

Download URL	lap-0.5.13-cp39-cp39-musllinux_1_2_x86_64.whl
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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Release files / lap-0.5.13-cp39-cp39-musllinux_1_2_aarch64.whl

Download URL	lap-0.5.13-cp39-cp39-musllinux_1_2_aarch64.whl
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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SHA-256 checksum: 1c6bdace3e2d12c791e4c8d878ceda50fc7b84e1998b17e1b8b41aceff2192e8 Verifying attestations

Release files / lap-0.5.13-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	lap-0.5.13-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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SHA-256 checksum: d61bf2a3d9ecc3ac85d7053f11396ca6e1bd0de049f0bce32986bd58f9d1ec1d Verifying attestations

Release files / lap-0.5.13-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL	lap-0.5.13-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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SHA-256 checksum: 001ba5488a080dff80ba327e50dad05e450198828f82b0c85240d557cd424133 Verifying attestations

Release files / lap-0.5.13-cp39-cp39-macosx_11_0_arm64.whl

Download URL	lap-0.5.13-cp39-cp39-macosx_11_0_arm64.whl
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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SHA-256 checksum: 0efd8fe0bf17b74bd97d5958bdb154df84118962cdeff4119497093c325a6bd3 Verifying attestations

Release files / lap-0.5.13-cp39-cp39-macosx_10_9_x86_64.whl

Download URL	lap-0.5.13-cp39-cp39-macosx_10_9_x86_64.whl
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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SHA-256 checksum: d39921f69b726101d7443be6c1920fc3ae13ff857796223177f76625103c4390 Verifying attestations

Release files / lap-0.5.13-cp38-cp38-win_amd64.whl

Download URL	lap-0.5.13-cp38-cp38-win_amd64.whl
Size	1.5 MB
Tags	CPython 3.8 Windows x86-64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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SHA-256 checksum: 1ce8aa8dacc4e66a1d9ad3f8ed5f91164a80027bb81f3b4f7775819e21f1aadc Verifying attestations

Release files / lap-0.5.13-cp38-cp38-musllinux_1_2_x86_64.whl

Download URL	lap-0.5.13-cp38-cp38-musllinux_1_2_x86_64.whl
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Tags	CPython 3.8 Linux musl 1.2+ x86-64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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SHA-256 checksum: d52533636eb6969c59e1ee722c2aac3a76676e2ff79d492d6fee7c709975d56d Verifying attestations

Release files / lap-0.5.13-cp38-cp38-musllinux_1_2_aarch64.whl

Download URL	lap-0.5.13-cp38-cp38-musllinux_1_2_aarch64.whl
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Upload date	Feb 23, 2026
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
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Release files / lap-0.5.13-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	lap-0.5.13-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	1.7 MB
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

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Subject: lap-0.5.13-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 8744d8607bf5f94fddc0223b8336080379258c5a26e7da5c670f02ea7f11ae36 Verifying attestations

Release files / lap-0.5.13-cp38-cp38-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

Subject: lap-0.5.13-cp38-cp38-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
SHA-256 checksum: 9d4d7b0bbb190ba8de00e88e3489d81bfe832f206fe7ff32d46cdd16998ee3a3 Verifying attestations

Release files / lap-0.5.13-cp38-cp38-macosx_11_0_arm64.whl

Download URL	lap-0.5.13-cp38-cp38-macosx_11_0_arm64.whl
Size	1.5 MB
Tags	CPython 3.8 macOS 11.0+ ARM64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

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Subject: lap-0.5.13-cp38-cp38-macosx_11_0_arm64.whl
SHA-256 checksum: a2a6ad50cb027ace78a58b3ffaed865fc002b478a921072338dcab4675c9e1dd Verifying attestations

Release files / lap-0.5.13-cp38-cp38-macosx_10_9_x86_64.whl

Download URL	lap-0.5.13-cp38-cp38-macosx_10_9_x86_64.whl
Size	1.5 MB
Tags	CPython 3.8 macOS 10.9+ x86-64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

Subject: lap-0.5.13-cp38-cp38-macosx_10_9_x86_64.whl
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Release files / lap-0.5.13-cp37-cp37m-win_amd64.whl

Download URL	lap-0.5.13-cp37-cp37m-win_amd64.whl
Size	1.5 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Windows x86-64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

Subject: lap-0.5.13-cp37-cp37m-win_amd64.whl
SHA-256 checksum: de20455074a270266e6012d5ac2c3691453065ae7083c1475dc4d21a4b04696c Verifying attestations

Release files / lap-0.5.13-cp37-cp37m-musllinux_1_2_x86_64.whl

Download URL	lap-0.5.13-cp37-cp37m-musllinux_1_2_x86_64.whl
Size	1.7 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ x86-64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

Subject: lap-0.5.13-cp37-cp37m-musllinux_1_2_x86_64.whl
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Release files / lap-0.5.13-cp37-cp37m-musllinux_1_2_aarch64.whl

Download URL	lap-0.5.13-cp37-cp37m-musllinux_1_2_aarch64.whl
Size	1.7 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ ARM64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

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Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

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SHA-256 checksum: cea6d54f0f674869bde8606c9f003a9da902956749747541fc3f6a5da7b32a41 Verifying attestations

Release files / lap-0.5.13-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	lap-0.5.13-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
Size	1.7 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

Subject: lap-0.5.13-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 1c4cbd7a33bb1d4f73736a8cb51b6f642da930caf79585da28bcfa4dd56a9f81 Verifying attestations

Release files / lap-0.5.13-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	lap-0.5.13-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Linux glibc 2.5+ x86-64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

Subject: lap-0.5.13-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 36028645f520cb0ef4e464510462dfdd5e21be1bd7e6f14b50cc9ac053c8c413 Verifying attestations

Release files / lap-0.5.13-cp37-cp37m-macosx_10_9_x86_64.whl

Download URL	lap-0.5.13-cp37-cp37m-macosx_10_9_x86_64.whl
Size	1.5 MB
Tags	CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64
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Upload date	Feb 23, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab

Workflow

Publishing configuration: github.com/gatagat/lap/blob/e29341d9e0ec8c3a1f11f239eb65a31973f4a0ab/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/22306032433/attempts/1

Artifact

Subject: lap-0.5.13-cp37-cp37m-macosx_10_9_x86_64.whl
SHA-256 checksum: 30fc264c0a35bbb4cb7afcb060646b5cc94c48ce0f58189119cb69679265c741 Verifying attestations

Release history Release notifications | RSS feed

This release

0.5.13 This release

Feb 23, 2026 62 release files

0.5.12

Nov 30, 2024 54 release files

0.4.0

Jul 3, 2018 1 release file

0.3.0

Nov 13, 2017 1 release file

lap 0.5.13

lap: Linear Assignment Problem Solver

💽 Installation

Install from PyPI:

Install from GitHub repo (requires C++ compiler):

Build and install (requires C++ compiler):

🧪 Usage

cost, x, y = lap.lapjv(C)

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1 maintainer

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Release files for lap 0.5.13

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Release files / lap-0.5.13.tar.gz

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Release files / lap-0.5.13-cp314-cp314-win_arm64.whl

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Release files / lap-0.5.13-cp314-cp314-win_amd64.whl

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Release files / lap-0.5.13-cp314-cp314-musllinux_1_2_x86_64.whl

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Release files / lap-0.5.13-cp314-cp314-musllinux_1_2_aarch64.whl

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Release files / lap-0.5.13-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Release files / lap-0.5.13-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Release files / lap-0.5.13-cp314-cp314-macosx_11_0_arm64.whl

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Release files / lap-0.5.13-cp314-cp314-macosx_10_15_x86_64.whl

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Release files / lap-0.5.13-cp313-cp313-win_arm64.whl

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`cost, x, y = lap.lapjv(C)`