{ "info": { "author": "Ashraf Hossain", "author_email": "asrafhossain197@gmail.com", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.6" ], "description": "# BNLTK\n[![Build Status](https://travis-ci.org/ashwoolford/bnltk.svg?branch=master)](https://travis-ci.org/ashwoolford/bnltk)\n[![License: MIT](https://img.shields.io/badge/License-MIT-brightgreen.svg)](https://opensource.org/licenses/MIT)\n\n\nBNLTK(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.\n\n## installation\n\npip install bnltk \n\n## Usage\n\n### Tokenizer\n\n```\nfrom bnltk.tokenize import Tokenizers\nt = Tokenizers()\nprint(t.bn_word_tokenizer(' \u0986\u09ae\u09be\u09b0 \u09b8\u09cb\u09a8\u09be\u09b0 \u09ac\u09be\u0982\u09b2\u09be \u0964 '))\t\t\n```\n\n### Stemmer\n\n```\nfrom bnltk.stemmer import BanglaStemmer\nbn_stemmer = BanglaStemmer()\nprint(bn_stemmer.stem('\u0996\u09c7\u09df\u09c7\u099b\u09bf\u09b2\u09cb'))\n```\n\n### Parts of Tagger\n\nFor using the Parts of Tagger you need to download some data files as follows:\n\n```\nfrom bnltk.bnltk_downloads import DataFiles\nDataFiles().download()\t\n```\nAfter successfully downloading the files, then you can use this module.\n\n```\npos_tagger = PosTagger() \npos_tagger.loader()\nsentences = '\u09a6\u09c1\u09b6\u09cd\u099a\u09bf\u09a8\u09cd\u09a4\u09be\u09b0 \u0995\u09cb\u09a8 \u0995\u09be\u09b0\u09a3\u0987 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