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align=\"right\"\u003e\u003cstrong\u003eRuMor: Russian Morphology project\u003c/strong\u003e\u003c/div\u003e\n\u003ch2 align=\"center\"\u003eToxine: a tiny python NLP library for Russian text preprocessing\u003c/h2\u003e\n\r\n[![PyPI Version](https://img.shields.io/pypi/v/toxine?color=blue)](https://pypi.org/project/toxine/)\r\n[![Python Version](https://img.shields.io/pypi/pyversions/toxine?color=blue)](https://www.python.org/)\r\n[![License: BSD-3](https://img.shields.io/badge/License-BSD-brightgreen.svg)](https://opensource.org/licenses/BSD-3-Clause)\r\n\r\nA part of ***RuMor*** project. It contains pipeline for preprocessing and\r\ntokenization texts in *Russian*. Also, it includes preliminary entity tagging.\r\nHighlights are:\r\n\r\n* Extracting emojis, emails, dates, phones, urls, html/xml fragments etc.\r\n* Tagging/removing tokens with unallowed symbols\r\n* Normalizing punctuation\r\n* Tokenization (via *NLTK*)\r\n* Russan *Wikipedia* tokenizer\r\n* [*brat*](https://brat.nlplab.org/) annotations support\r\n\r\n## Installation\r\n\r\n### pip\r\n\r\n***Toxine*** supports *Python 3.5* or later. To install it via *pip*, run:\r\n```sh\r\n$ pip install toxine\r\n```\r\n\r\nIf you currently have a previous version of ***Toxine*** installed, use:\r\n```sh\r\n$ pip install toxine -U\r\n```\r\n\r\n### From Source\r\n\r\nAlternatively, you can also install ***Toxine*** from source of this *git\r\nrepository*:\r\n```sh\r\n$ git clone https://github.com/fostroll/toxine.git\r\n$ cd toxine\r\n$ pip install -e .\r\n```\r\nThis gives you access to examples that are not included to the *PyPI* package.\r\n\r\n## Setup\r\n\r\n***Toxine*** uses *NLTK* with *punkt* data downloaded. If you didn't do it yet,\r\nstart *Python* interpreter and execute:\r\n```python\r\n\u003e\u003e\u003e import nltk\r\n\u003e\u003e\u003e nltk.download('punkt')\r\n```\r\n\r\n**NB:** If you plan to use methods for *brat* annotations renewal, you need to\r\ninstall the\r\n[*python-Levenshtein*](https://pypi.org/project/python-Levenshtein/) library.\r\nSee more on the\r\n[*brat* annotations support](https://github.com/fostroll/toxine/blob/master/doc/README_BRAT.md)\r\npage.\r\n\r\n## Usage\r\n\r\n[Text Preprocessor](https://github.com/fostroll/toxine/blob/master/doc/README_TEXT_PREPROCESSOR.md)\r\n\r\n[Wrapper for tokenized *Wikipedia*](https://github.com/fostroll/toxine/blob/master/doc/README_WIKIPEDIA.md)\r\n\r\n[*brat* annotations support](https://github.com/fostroll/toxine/blob/master/doc/README_BRAT.md)\r\n\r\n## Examples\r\n\r\nYou can find them in the directory `examples` of our ***Toxine*** github\r\nrepository.\r\n\r\n## License\r\n\r\n***Toxine*** is released under the BSD License. See the\r\n[LICENSE](https://github.com/fostroll/toxine/blob/master/LICENSE) file for\r\nmore details.\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffostroll%2Ftoxine","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffostroll%2Ftoxine","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffostroll%2Ftoxine/lists"}