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Python Vietnamese Toolkit

Project description

This tool makes it easy to do tokenizing / pos-tagging Vietnamese with Python.

Algorithm: Conditional Random Field Vietnamese tokenizer f1_score = 0.978637686 Vietnamese pos tagging f1_score = 0.92520656

POS TAGS: A - Adjective C - Coordinating conjunction E - Preposition I - Interjection L - Determiner M - Numeral N - Common noun Nc - Noun Classifier Ny - Noun abbreviation Np - Proper noun Nu - Unit noun P - Pronoun R - Adverb S - Subordinating conjunction T - Auxiliary, modal words V - Verb X - Unknown F - Filtered out (punctuation)

Installation

At the command line with pip

$ pip install pyvi

Uninstall

$ pip uninstall pyvi

Usage

from pyvi.pyvi import ViTokenizer, ViPosTagger

ViTokenizer.tokenize(u"Trường đại học bách khoa hà nội")

ViPosTagger.postagging(ViTokenizer.tokenize(u"Trường đại học Bách Khoa Hà Nội")

Project details


Release history Release notifications

History Node

0.0.9.1

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0.0.9.0

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0.0.8.2

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0.0.8.1

This version
History Node

0.0.8.0

History Node

0.0.7.5

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Filename, size & hash SHA256 hash help File type Python version Upload date
pyvi-0.0.8.0.tar.gz (5.2 MB) Copy SHA256 hash SHA256 Source None Jun 27, 2017

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