Python Vietnamese Toolkit

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License: MIT License (MIT)

Author: Viet-Trung Tran

Tags Vietnamese, natural, language, processing

Classifiers

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

Verified details

These details have been verified by PyPI
Maintainers
Avatar for trungtv from gravatar.com trungtv

Unverified details

These details have not been verified by PyPI
Project links
GitHub Statistics

View statistics for this project via Libraries.io, or by using our public dataset on Google BigQuery

Meta

License: MIT License (MIT)

Author: Viet-Trung Tran

Tags Vietnamese, natural, language, processing

Classifiers

Release history Release notifications | RSS feed

0.1.1

0.1

0.0.9.9

0.0.9.7

0.0.9.6

0.0.9.4

0.0.9.3

0.0.9.2

0.0.9.1

0.0.9.0

0.0.8.2

0.0.8.1

This version

0.0.8.0

0.0.7.5

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Source Distribution

pyvi-0.0.8.0.tar.gz (5.2 MB view hashes)

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