Python Vietnamese Toolkit
Project description
Python Vietnamese Toolkit
Functionality
Tokenize
POS tag
Remove accents
Add accents
Algorithm: Conditional Random Field
Vietnamese tokenizer f1_score = 0.985
Vietnamese pos tagging f1_score = 0.925
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 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")
from pyvi import ViUtils
ViUtils.remove_accents(u"Trường đại học bách khoa hà nội")
from pyvi import ViUtils
ViUtils.add_accents(u'truong dai hoc bach khoa ha noi')
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
pyvi-0.1.tar.gz
(8.4 MB
view hashes)
Built Distribution
pyvi-0.1-py2.py3-none-any.whl
(8.5 MB
view hashes)