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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

Metadata

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)

Source distribution for ufal.chu-liu-edmonds 1.0.3
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Built distributions (wheels)

Table of built distributions (wheels) for ufal.chu-liu-edmonds 1.0.3
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ufal.chu_liu_edmonds-1.0.3-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details
ufal.chu_liu_edmonds-1.0.3-cp312-cp312-musllinux_1_1_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.1+ x86-64 Details
ufal.chu_liu_edmonds-1.0.3-cp312-cp312-musllinux_1_1_i686.whl CPython 3.12 CPython 3.12 Linux musl 1.1+ x86-32 Details
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ufal.chu_liu_edmonds-1.0.3-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ ARM64 Details
ufal.chu_liu_edmonds-1.0.3-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
ufal.chu_liu_edmonds-1.0.3-cp312-cp312-macosx_11_0_arm64.whl CPython 3.12 CPython 3.12 macOS 11.0+ ARM64 Details
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ufal.chu_liu_edmonds-1.0.3-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
ufal.chu_liu_edmonds-1.0.3-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details
ufal.chu_liu_edmonds-1.0.3-cp311-cp311-musllinux_1_1_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.1+ x86-64 Details
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ufal.chu_liu_edmonds-1.0.3-cp38-cp38-musllinux_1_1_x86_64.whl CPython 3.8 CPython 3.8 Linux musl 1.1+ x86-64 Details
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ufal.chu_liu_edmonds-1.0.3-cp36-cp36m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl CPython 3.6 CPython 3.6 pymalloc Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
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29 release files

1.0.0

1 release file

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