Chu-Liu-Edmonds Algorithm from TurpoParser.
This package wraps the Chu-Liu-Edmonds maximum spanning algorithm from TurboParser for use within Python.
The original package was made by https://github.com/andersjo/dependency_decoding .
Documentation
The package provides a function chu_liu_edmonds, which accepts an N×N score
matrix as argument, where N is the sentence length including the artificial
root node, which has index 0. The (i,j)-th cell is the score for the edge j→i.
In other words, a row gives the scores for the different heads of a dependent.
A np.nan cell value informs the algorithm to skip the edge.
Example usage:
import numpy as np
from ufal.chu_liu_edmonds import chu_liu_edmonds
np.random.seed(42)
score_matrix = np.random.rand(3, 3)
heads, tree_score = chu_liu_edmonds(score_matrix)
print(heads, tree_score)
Install
Binary wheels of the package are provided, just run
pip install ufal.chu_liu_edmonds
Updating the Cython-generated Module
To update the Cython-generated module, run
cython --module-name ufal.chu_liu_edmonds._chu_liu_edmonds chu_liu_edmonds.pyx -o chu_liu_edmonds.cpp
1 maintainer
Metadata
1 maintainer
Release files for ufal.chu-liu-edmonds 1.0.3
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| ufal.chu_liu_edmonds-1.0.3.tar.gz | 153.1 kB | Without provenance | Details for ufal.chu_liu_edmonds-1.0.3.tar.gz |
Built distributions (wheels)
Total release size: 21.6 MB
Release files / ufal.chu_liu_edmonds-1.0.3.tar.gz
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Release files / ufal.chu_liu_edmonds-1.0.3-cp310-cp310-musllinux_1_1_aarch64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp310-cp310-macosx_11_0_arm64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp310-cp310-macosx_10_9_x86_64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp39-cp39-win_amd64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp39-cp39-win_amd64.whl |
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| Size | 291.1 kB |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp39-cp39-win32.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp39-cp39-win32.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp39-cp39-musllinux_1_1_x86_64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp39-cp39-musllinux_1_1_i686.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp39-cp39-musllinux_1_1_i686.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp39-cp39-musllinux_1_1_aarch64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp39-cp39-musllinux_1_1_aarch64.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
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twine/5.0.0 CPython/3.11.2
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Release files / ufal.chu_liu_edmonds-1.0.3-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp39-cp39-macosx_11_0_arm64.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp39-cp39-macosx_10_9_x86_64.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp38-cp38-win_amd64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp38-cp38-win_amd64.whl |
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| Size | 291.2 kB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
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twine/5.0.0 CPython/3.11.2
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Release files / ufal.chu_liu_edmonds-1.0.3-cp38-cp38-win32.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp38-cp38-win32.whl |
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| Size | 234.0 kB |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp38-cp38-musllinux_1_1_x86_64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp38-cp38-musllinux_1_1_x86_64.whl |
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| Size | 662.6 kB |
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No |
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twine/5.0.0 CPython/3.11.2
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Release files / ufal.chu_liu_edmonds-1.0.3-cp38-cp38-musllinux_1_1_i686.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp38-cp38-musllinux_1_1_i686.whl |
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| Size | 716.4 kB |
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No |
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twine/5.0.0 CPython/3.11.2
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Release files / ufal.chu_liu_edmonds-1.0.3-cp38-cp38-musllinux_1_1_aarch64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp38-cp38-musllinux_1_1_aarch64.whl |
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| Size | 646.5 kB |
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No |
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twine/5.0.0 CPython/3.11.2
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Release files / ufal.chu_liu_edmonds-1.0.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 117.8 kB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 112.3 kB |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/5.0.0 CPython/3.11.2
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Release files / ufal.chu_liu_edmonds-1.0.3-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp38-cp38-macosx_11_0_arm64.whl |
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| Size | 92.0 kB |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp37-cp37m-win_amd64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp37-cp37m-win32.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp37-cp37m-musllinux_1_1_x86_64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp37-cp37m-musllinux_1_1_i686.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp37-cp37m-musllinux_1_1_i686.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp37-cp37m-musllinux_1_1_aarch64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp37-cp37m-macosx_10_9_x86_64.whl
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Release files / ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-win_amd64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-win_amd64.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-win32.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-win32.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-musllinux_1_1_x86_64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-musllinux_1_1_x86_64.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-musllinux_1_1_i686.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-musllinux_1_1_i686.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-musllinux_1_1_aarch64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-musllinux_1_1_aarch64.whl |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
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| Size | 114.1 kB |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
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| Size | 109.5 kB |
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Release files / ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
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|
Release files / ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-macosx_10_9_x86_64.whl
| Download URL | ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-macosx_10_9_x86_64.whl |
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| Size | 96.2 kB |
| Tags | CPython 3.6 CPython 3.6 pymalloc macOS 10.9+ x86-64 |
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Security for ufal.chu-liu-edmonds 1.0.3
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