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        "author": "vovapolu",
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            "License :: OSI Approved :: GNU Lesser General Public License v3 or later (LGPLv3+)",
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        "description": "# Esenin python\n\nPython wrapper for json requests to [esenin-server](https://github.com/esenin-org/esenin-server). \n\n### Installation\n\n```bash\npip install esenin\n```\n\n### Usage\n\n```python\nfrom esenin import Client\n\nnlp = Client(ip=\"127.0.0.1\", port=\"9000\")\n\nprint(nlp.get_pos(\"\u041c\u0430\u043c\u0430 \u043c\u044b\u043b\u0430 \u0440\u0430\u043c\u0443.\"))\n\nid = nlp.fit_topics([[\"\u041c\u0430\u043c\u0430\", \"\u043c\u044b\u043b\u0430\", \"\u0440\u0430\u043c\u0443\"], [\"\u041c\u0430\u043c\u0430\", \"\u043c\u044b\u043b\u0430\", \"\u043e\u043a\u043d\u043e\"], [\"\u041c\u0430\u043c\u0430\", \"\u043c\u044b\u043b\u0430\", \"\u043f\u043e\u043b\"]])\nprint(nlp.get_topics(id[\"id\"], \"\u041c\u0430\u043c\u0430\"))\n```\n\n### Functions\n\n##### `.get_pos(string)`\nTakes arbitrary _russian_ text and returns Part Of Speech tags. \n\nSee [esenin-server](https://github.com/esenin-org/esenin-server#pos) for example of request and response. \n\n##### `.fit_topics(list of lists of string, int)`\nTakes list of documents, where document is a list of terms, and number of topics. \nTrains topic modeling algorithm with given terms and number of topics.\n\nReturns the id of trained model, it's used in `get_topics` function.\n\nSee [esenin-server](https://github.com/esenin-org/esenin-server#tm) for example of request and response.\n\n##### `.get_topics(id, string)`\nTakes id of trained topic model and a term. \nReturns probabilities of a term to be in each topic. \n\nSee [esenin-server](https://github.com/esenin-org/esenin-server#tm) for example of request and response.\n\n\n\n\n\n",
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