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

Metadata

Release files for lap 0.5.14

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Source distribution for lap 0.5.14
File	Size	Uploaded	Provenance	Actions
lap-0.5.14.tar.gz	1.5 MB	Nov 3, 2026	With provenance	Details for lap-0.5.14.tar.gz

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Total release size: 112.6 MB

Release files / lap-0.5.14.tar.gz

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Release files / lap-0.5.14-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Provenance

Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp314-cp314-macosx_10_15_x86_64.whl

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Provenance

Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp313-cp313-win_arm64.whl

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Provenance

Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp313-cp313-win_amd64.whl

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Provenance

Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp313-cp313-musllinux_1_2_x86_64.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp313-cp313-musllinux_1_2_aarch64.whl

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Provenance

Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp313-cp313-macosx_11_0_arm64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp313-cp313-macosx_10_13_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp312-cp312-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/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp312-cp312-win_amd64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp312-cp312-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp312-cp312-musllinux_1_2_aarch64.whl

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Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp312-cp312-macosx_11_0_arm64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp312-cp312-macosx_10_13_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp311-cp311-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/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp311-cp311-win_amd64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp311-cp311-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp311-cp311-musllinux_1_2_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp311-cp311-macosx_11_0_arm64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp311-cp311-macosx_10_9_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp310-cp310-win_arm64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp310-cp310-win_amd64.whl

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Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp310-cp310-musllinux_1_2_x86_64.whl

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Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp310-cp310-musllinux_1_2_aarch64.whl

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Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Artifact

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Release files / lap-0.5.14-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Identity

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Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp39-cp39-win_arm64.whl

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Identity

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Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Identity

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Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp39-cp39-macosx_11_0_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/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp39-cp39-macosx_10_9_x86_64.whl

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Provenance

Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Provenance

Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp38-cp38-musllinux_1_2_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp38-cp38-musllinux_1_2_aarch64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

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Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Release files / lap-0.5.14-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

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Publishing logs: github.com/gatagat/lap/actions/runs/41634354867/attempts/1

Artifact

Subject: lap-0.5.14-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 8e430a8651faf1bda6627caad48dde3dc9ec5b50213b927021e40720ed7eec1e Verifying attestations

Release files / lap-0.5.14-cp38-cp38-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

Download URL	lap-0.5.14-cp38-cp38-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
Size	1.7 MB
Tags	CPython 3.8 Linux glibc 2.28+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum How to use checksums	`347c33d6b1065fa482c10da820f8effa7041ea80b6ea18504ecf817df55b183d`
BLAKE2b-256 checksum How to use checksums	`d903b177aeeaead4065d12560c325cf39b5919a7078f61ba5b8e25dc0fad0bca`
Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

Workflow

Publishing configuration: github.com/gatagat/lap/blob/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/41634354867/attempts/1

Artifact

Subject: lap-0.5.14-cp38-cp38-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
SHA-256 checksum: 347c33d6b1065fa482c10da820f8effa7041ea80b6ea18504ecf817df55b183d Verifying attestations

Release files / lap-0.5.14-cp38-cp38-macosx_11_0_arm64.whl

Download URL	lap-0.5.14-cp38-cp38-macosx_11_0_arm64.whl
Size	1.5 MB
Tags	CPython 3.8 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`fb222c696631b6a4fa5da0925efe84ad22ffa29673160f50b1dedfa68d265af9`
BLAKE2b-256 checksum How to use checksums	`03eacb2771d6bda582413d0c284fb683701bd9548c9d74b308bf0768ed40b7ca`
Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

Workflow

Publishing configuration: github.com/gatagat/lap/blob/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/41634354867/attempts/1

Artifact

Subject: lap-0.5.14-cp38-cp38-macosx_11_0_arm64.whl
SHA-256 checksum: fb222c696631b6a4fa5da0925efe84ad22ffa29673160f50b1dedfa68d265af9 Verifying attestations

Release files / lap-0.5.14-cp38-cp38-macosx_10_9_x86_64.whl

Download URL	lap-0.5.14-cp38-cp38-macosx_10_9_x86_64.whl
Size	1.5 MB
Tags	CPython 3.8 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`efa30b7733b78658387db7f11b7b99fb651d07fd0a3b3fb74b8d6bdace3ca103`
BLAKE2b-256 checksum How to use checksums	`f8a54edd47bd0193a92652c0e888f92759f4a0e640ddc118b41c5be72c713ce4`
Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

Workflow

Publishing configuration: github.com/gatagat/lap/blob/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/41634354867/attempts/1

Artifact

Subject: lap-0.5.14-cp38-cp38-macosx_10_9_x86_64.whl
SHA-256 checksum: efa30b7733b78658387db7f11b7b99fb651d07fd0a3b3fb74b8d6bdace3ca103 Verifying attestations

Release files / lap-0.5.14-cp37-cp37m-win_amd64.whl

Download URL	lap-0.5.14-cp37-cp37m-win_amd64.whl
Size	1.5 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Windows x86-64
SHA-256 checksum How to use checksums	`88cf0714811b92ad15516d996fd8a5048494912fe51415d0b386787655af0bf6`
BLAKE2b-256 checksum How to use checksums	`5c8e476ed4d90ac293f8231b4b6304b07814f1249ef68ba81bd125b9bc4d7b22`
Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

Workflow

Publishing configuration: github.com/gatagat/lap/blob/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/41634354867/attempts/1

Artifact

Subject: lap-0.5.14-cp37-cp37m-win_amd64.whl
SHA-256 checksum: 88cf0714811b92ad15516d996fd8a5048494912fe51415d0b386787655af0bf6 Verifying attestations

Release files / lap-0.5.14-cp37-cp37m-musllinux_1_2_x86_64.whl

Download URL	lap-0.5.14-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
SHA-256 checksum How to use checksums	`d8de76cc32e678363b472b7d9d7eb8f1d402d319d98cacbf1205fc265d1ccdfc`
BLAKE2b-256 checksum How to use checksums	`871690b5a3c97263edccb30f49a19fd5ad7a6017af8211a59d269cb92eb12bb2`
Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

Workflow

Publishing configuration: github.com/gatagat/lap/blob/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/41634354867/attempts/1

Artifact

Subject: lap-0.5.14-cp37-cp37m-musllinux_1_2_x86_64.whl
SHA-256 checksum: d8de76cc32e678363b472b7d9d7eb8f1d402d319d98cacbf1205fc265d1ccdfc Verifying attestations

Release files / lap-0.5.14-cp37-cp37m-musllinux_1_2_aarch64.whl

Download URL	lap-0.5.14-cp37-cp37m-musllinux_1_2_aarch64.whl
Size	1.7 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`633446dce441dfce4f999201152fb72ce7e67424b1c1d02b648ca21c0e2f62ae`
BLAKE2b-256 checksum How to use checksums	`b31cf8f7471bfdde226be19abd421d73366fff21bb07439109ec838c346f30c4`
Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

Workflow

Publishing configuration: github.com/gatagat/lap/blob/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/41634354867/attempts/1

Artifact

Subject: lap-0.5.14-cp37-cp37m-musllinux_1_2_aarch64.whl
SHA-256 checksum: 633446dce441dfce4f999201152fb72ce7e67424b1c1d02b648ca21c0e2f62ae Verifying attestations

Release files / lap-0.5.14-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	lap-0.5.14-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
SHA-256 checksum How to use checksums	`444935741df2a67ef770f7a8f360ac4bd2192593d0891d16dba612552449948a`
BLAKE2b-256 checksum How to use checksums	`eedb49f47bb233d6b2e0d8f8958cb9d1d75c4793a020022ab753dd938ac025ab`
Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

Workflow

Publishing configuration: github.com/gatagat/lap/blob/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/41634354867/attempts/1

Artifact

Subject: lap-0.5.14-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 444935741df2a67ef770f7a8f360ac4bd2192593d0891d16dba612552449948a Verifying attestations

Release files / lap-0.5.14-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	lap-0.5.14-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	1.7 MB
Tags	CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-64 Linux glibc 2.5+ x86-64
SHA-256 checksum How to use checksums	`d1053bebe5179d4934dac48862d949c104bcd765b594e4c1eebf19847132c41a`
BLAKE2b-256 checksum How to use checksums	`625c4082316213a65f26c15b2d7aaeedbae5290ea36cf976d37e12ea5a16fa17`
Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

Workflow

Publishing configuration: github.com/gatagat/lap/blob/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/41634354867/attempts/1

Artifact

Subject: lap-0.5.14-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: d1053bebe5179d4934dac48862d949c104bcd765b594e4c1eebf19847132c41a Verifying attestations

Release files / lap-0.5.14-cp37-cp37m-macosx_10_9_x86_64.whl

Download URL	lap-0.5.14-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
SHA-256 checksum How to use checksums	`9a6b0d755bbad7293b1219dc8e24d907e23ed93319baed1d76c42590436ffceb`
BLAKE2b-256 checksum How to use checksums	`225df78d66bc77517a218ce3f3ec28854c9c4d914daafa25a91c0c2d116c60ba`
Upload date	Nov 3, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.16`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/gatagat/lap
Publishing commit: github.com/gatagat/lap/tree/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6

Workflow

Publishing configuration: github.com/gatagat/lap/blob/bb6ad3ae74e61dc818ab9ebc30fa86cc3c9707e6/.github/workflows/publish.yaml
Publishing logs: github.com/gatagat/lap/actions/runs/41634354867/attempts/1

Artifact

Subject: lap-0.5.14-cp37-cp37m-macosx_10_9_x86_64.whl
SHA-256 checksum: 9a6b0d755bbad7293b1219dc8e24d907e23ed93319baed1d76c42590436ffceb Verifying attestations

Release history Release notifications | RSS feed

This release

0.5.14 This release

Nov 3, 2026 70 release files Full provenance

File	Interpreter	ABI	Platform	Actions Reset
lap-0.5.14-cp315-cp315-win_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.15	CPython 3.15	Windows ARM64	Details for lap-0.5.14-cp315-cp315-win_arm64.whl
lap-0.5.14-cp315-cp315-win_amd64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.15	CPython 3.15	Windows x86-64	Details for lap-0.5.14-cp315-cp315-win_amd64.whl
lap-0.5.14-cp315-cp315-musllinux_1_2_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.15	CPython 3.15	Linux musl 1.2+ x86-64	Details for lap-0.5.14-cp315-cp315-musllinux_1_2_x86_64.whl
lap-0.5.14-cp315-cp315-musllinux_1_2_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.15	CPython 3.15	Linux musl 1.2+ ARM64	Details for lap-0.5.14-cp315-cp315-musllinux_1_2_aarch64.whl
lap-0.5.14-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.15	CPython 3.15	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details for lap-0.5.14-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
lap-0.5.14-cp315-cp315-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.15	CPython 3.15	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details for lap-0.5.14-cp315-cp315-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
lap-0.5.14-cp315-cp315-macosx_11_0_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.15	CPython 3.15	macOS 11.0+ ARM64	Details for lap-0.5.14-cp315-cp315-macosx_11_0_arm64.whl
lap-0.5.14-cp315-cp315-macosx_10_15_x86_64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.15	CPython 3.15	macOS 10.15+ x86-64	Details for lap-0.5.14-cp315-cp315-macosx_10_15_x86_64.whl
lap-0.5.14-cp314-cp314-win_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.14	CPython 3.14	Windows ARM64	Details for lap-0.5.14-cp314-cp314-win_arm64.whl
lap-0.5.14-cp314-cp314-win_amd64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.14	CPython 3.14	Windows x86-64	Details for lap-0.5.14-cp314-cp314-win_amd64.whl
lap-0.5.14-cp314-cp314-musllinux_1_2_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details for lap-0.5.14-cp314-cp314-musllinux_1_2_x86_64.whl
lap-0.5.14-cp314-cp314-musllinux_1_2_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details for lap-0.5.14-cp314-cp314-musllinux_1_2_aarch64.whl
lap-0.5.14-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details for lap-0.5.14-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
lap-0.5.14-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.14	CPython 3.14	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details for lap-0.5.14-cp314-cp314-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
lap-0.5.14-cp314-cp314-macosx_11_0_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details for lap-0.5.14-cp314-cp314-macosx_11_0_arm64.whl
lap-0.5.14-cp314-cp314-macosx_10_15_x86_64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details for lap-0.5.14-cp314-cp314-macosx_10_15_x86_64.whl
lap-0.5.14-cp313-cp313-win_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.13	CPython 3.13	Windows ARM64	Details for lap-0.5.14-cp313-cp313-win_arm64.whl
lap-0.5.14-cp313-cp313-win_amd64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.13	CPython 3.13	Windows x86-64	Details for lap-0.5.14-cp313-cp313-win_amd64.whl
lap-0.5.14-cp313-cp313-musllinux_1_2_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details for lap-0.5.14-cp313-cp313-musllinux_1_2_x86_64.whl
lap-0.5.14-cp313-cp313-musllinux_1_2_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details for lap-0.5.14-cp313-cp313-musllinux_1_2_aarch64.whl
lap-0.5.14-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details for lap-0.5.14-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
lap-0.5.14-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.13	CPython 3.13	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details for lap-0.5.14-cp313-cp313-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
lap-0.5.14-cp313-cp313-macosx_11_0_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details for lap-0.5.14-cp313-cp313-macosx_11_0_arm64.whl
lap-0.5.14-cp313-cp313-macosx_10_13_x86_64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details for lap-0.5.14-cp313-cp313-macosx_10_13_x86_64.whl
lap-0.5.14-cp312-cp312-win_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.12	CPython 3.12	Windows ARM64	Details for lap-0.5.14-cp312-cp312-win_arm64.whl
lap-0.5.14-cp312-cp312-win_amd64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.12	CPython 3.12	Windows x86-64	Details for lap-0.5.14-cp312-cp312-win_amd64.whl
lap-0.5.14-cp312-cp312-musllinux_1_2_x86_64.whl 1.8 MB Nov 3, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details for lap-0.5.14-cp312-cp312-musllinux_1_2_x86_64.whl
lap-0.5.14-cp312-cp312-musllinux_1_2_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details for lap-0.5.14-cp312-cp312-musllinux_1_2_aarch64.whl
lap-0.5.14-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details for lap-0.5.14-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
lap-0.5.14-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.8 MB Nov 3, 2026 With provenance	CPython 3.12	CPython 3.12	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details for lap-0.5.14-cp312-cp312-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
lap-0.5.14-cp312-cp312-macosx_11_0_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details for lap-0.5.14-cp312-cp312-macosx_11_0_arm64.whl
lap-0.5.14-cp312-cp312-macosx_10_13_x86_64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details for lap-0.5.14-cp312-cp312-macosx_10_13_x86_64.whl
lap-0.5.14-cp311-cp311-win_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.11	CPython 3.11	Windows ARM64	Details for lap-0.5.14-cp311-cp311-win_arm64.whl
lap-0.5.14-cp311-cp311-win_amd64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.11	CPython 3.11	Windows x86-64	Details for lap-0.5.14-cp311-cp311-win_amd64.whl
lap-0.5.14-cp311-cp311-musllinux_1_2_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details for lap-0.5.14-cp311-cp311-musllinux_1_2_x86_64.whl
lap-0.5.14-cp311-cp311-musllinux_1_2_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details for lap-0.5.14-cp311-cp311-musllinux_1_2_aarch64.whl
lap-0.5.14-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details for lap-0.5.14-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
lap-0.5.14-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.11	CPython 3.11	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details for lap-0.5.14-cp311-cp311-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
lap-0.5.14-cp311-cp311-macosx_11_0_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details for lap-0.5.14-cp311-cp311-macosx_11_0_arm64.whl
lap-0.5.14-cp311-cp311-macosx_10_9_x86_64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details for lap-0.5.14-cp311-cp311-macosx_10_9_x86_64.whl
lap-0.5.14-cp310-cp310-win_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.10	CPython 3.10	Windows ARM64	Details for lap-0.5.14-cp310-cp310-win_arm64.whl
lap-0.5.14-cp310-cp310-win_amd64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.10	CPython 3.10	Windows x86-64	Details for lap-0.5.14-cp310-cp310-win_amd64.whl
lap-0.5.14-cp310-cp310-musllinux_1_2_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details for lap-0.5.14-cp310-cp310-musllinux_1_2_x86_64.whl
lap-0.5.14-cp310-cp310-musllinux_1_2_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details for lap-0.5.14-cp310-cp310-musllinux_1_2_aarch64.whl
lap-0.5.14-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details for lap-0.5.14-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
lap-0.5.14-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.10	CPython 3.10	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details for lap-0.5.14-cp310-cp310-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
lap-0.5.14-cp310-cp310-macosx_11_0_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details for lap-0.5.14-cp310-cp310-macosx_11_0_arm64.whl
lap-0.5.14-cp310-cp310-macosx_10_9_x86_64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details for lap-0.5.14-cp310-cp310-macosx_10_9_x86_64.whl
lap-0.5.14-cp39-cp39-win_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.9	CPython 3.9	Windows ARM64	Details for lap-0.5.14-cp39-cp39-win_arm64.whl
lap-0.5.14-cp39-cp39-win_amd64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.9	CPython 3.9	Windows x86-64	Details for lap-0.5.14-cp39-cp39-win_amd64.whl
lap-0.5.14-cp39-cp39-musllinux_1_2_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-64	Details for lap-0.5.14-cp39-cp39-musllinux_1_2_x86_64.whl
lap-0.5.14-cp39-cp39-musllinux_1_2_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.9	CPython 3.9	Linux musl 1.2+ ARM64	Details for lap-0.5.14-cp39-cp39-musllinux_1_2_aarch64.whl
lap-0.5.14-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.9	CPython 3.9	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details for lap-0.5.14-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
lap-0.5.14-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.9	CPython 3.9	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details for lap-0.5.14-cp39-cp39-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
lap-0.5.14-cp39-cp39-macosx_11_0_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details for lap-0.5.14-cp39-cp39-macosx_11_0_arm64.whl
lap-0.5.14-cp39-cp39-macosx_10_9_x86_64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details for lap-0.5.14-cp39-cp39-macosx_10_9_x86_64.whl
lap-0.5.14-cp38-cp38-win_amd64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.8	CPython 3.8	Windows x86-64	Details for lap-0.5.14-cp38-cp38-win_amd64.whl
lap-0.5.14-cp38-cp38-musllinux_1_2_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.8	CPython 3.8	Linux musl 1.2+ x86-64	Details for lap-0.5.14-cp38-cp38-musllinux_1_2_x86_64.whl
lap-0.5.14-cp38-cp38-musllinux_1_2_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.8	CPython 3.8	Linux musl 1.2+ ARM64	Details for lap-0.5.14-cp38-cp38-musllinux_1_2_aarch64.whl
lap-0.5.14-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.8	CPython 3.8	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details for lap-0.5.14-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
lap-0.5.14-cp38-cp38-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.8	CPython 3.8	Linux glibc 2.5+ x86-64, Linux glibc 2.28+ x86-64	Details for lap-0.5.14-cp38-cp38-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl
lap-0.5.14-cp38-cp38-macosx_11_0_arm64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.8	CPython 3.8	macOS 11.0+ ARM64	Details for lap-0.5.14-cp38-cp38-macosx_11_0_arm64.whl
lap-0.5.14-cp38-cp38-macosx_10_9_x86_64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.8	CPython 3.8	macOS 10.9+ x86-64	Details for lap-0.5.14-cp38-cp38-macosx_10_9_x86_64.whl
lap-0.5.14-cp37-cp37m-win_amd64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.7	CPython 3.7 pymalloc	Windows x86-64	Details for lap-0.5.14-cp37-cp37m-win_amd64.whl
lap-0.5.14-cp37-cp37m-musllinux_1_2_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.7	CPython 3.7 pymalloc	Linux musl 1.2+ x86-64	Details for lap-0.5.14-cp37-cp37m-musllinux_1_2_x86_64.whl
lap-0.5.14-cp37-cp37m-musllinux_1_2_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.7	CPython 3.7 pymalloc	Linux musl 1.2+ ARM64	Details for lap-0.5.14-cp37-cp37m-musllinux_1_2_aarch64.whl
lap-0.5.14-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.17+ ARM64	Details for lap-0.5.14-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
lap-0.5.14-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl 1.7 MB Nov 3, 2026 With provenance	CPython 3.7	CPython 3.7 pymalloc	Linux glibc 2.5+ x86-64, Linux glibc 2.17+ x86-64	Details for lap-0.5.14-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl
lap-0.5.14-cp37-cp37m-macosx_10_9_x86_64.whl 1.5 MB Nov 3, 2026 With provenance	CPython 3.7	CPython 3.7 pymalloc	macOS 10.9+ x86-64	Details for lap-0.5.14-cp37-cp37m-macosx_10_9_x86_64.whl

lap 0.5.14

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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1 maintainer

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Release files for lap 0.5.14

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Release files / lap-0.5.14.tar.gz

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Release files / lap-0.5.14-cp315-cp315-win_arm64.whl

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Release files / lap-0.5.14-cp315-cp315-win_amd64.whl

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Release files / lap-0.5.14-cp315-cp315-musllinux_1_2_x86_64.whl

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Release files / lap-0.5.14-cp315-cp315-musllinux_1_2_aarch64.whl

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Release files / lap-0.5.14-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Release files / lap-0.5.14-cp315-cp315-manylinux1_x86_64.manylinux_2_28_x86_64.manylinux_2_5_x86_64.whl

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Release files / lap-0.5.14-cp315-cp315-macosx_11_0_arm64.whl

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