BNLTK(Bangla Natural Language Processing Toolkit) is open-source python package for Bengali Natural Language Processing.
Project description
BNLTK
BNLTK(Bangla Natural Language Processing Toolkit) is open-source python package for Bengali Natural Language Processing. It includes modules for Tokenization, Stemming, Parts of speech tagging. I'm looking forward to helping form contributors to make this look far better than this.
installation
pip install bnltk
Usage
Tokenizer
from bnltk.tokenize import Tokenizers
t = Tokenizers()
print(t.bn_word_tokenizer(' আমার সোনার বাংলা । '))
Stemmer
from bnltk.stemmer import BanglaStemmer
bn_stemmer = BanglaStemmer()
print(bn_stemmer.stem('খেয়েছিলো'))
Parts of Tagger
For using the Parts of Tagger you need to download some data files as follows:
from bnltk.bnltk_downloads import DataFiles
DataFiles().download()
After successfully downloading the files, then you can use this module.
pos_tagger = PosTagger()
pos_tagger.loader()
sentences = 'দুশ্চিন্তার কোন কারণই নাই'
print(pos_tagger.tagger(sentences))
Download files
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| Filename, size | File type | Python version | Upload date | Hashes |
|---|---|---|---|---|
| Filename, size bnltk-0.7.6-py3-none-any.whl (11.2 kB) | File type Wheel | Python version py3 | Upload date | Hashes View |
| Filename, size bnltk-0.7.6.tar.gz (8.0 kB) | File type Source | Python version None | Upload date | Hashes View |
