{ "info": { "author": "v-adhithyan", "author_email": "pollachi.developer@gmail.com", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3.7" ], "description": "Guess gender from indian names\n==============================\n\nMotivation\n----------\n\nI was not able to find a open source library that guess gender from\nindian names. So made one.\n\nPrerequisites\n-------------\n\n- Python 3.7\n- Pipenv\n\nDevelopment - Setup instructions\n--------------------------------\n\n- Clone this repository.\n- cd to the repo\n- Activate pipenv ``pipenv shell``\n- Install dependencies ``pipenv install``\n- Fire up a python shell and type the following.\n\n.. code:: python\n\n >>> from guess_indian_gender import IndianGenderPredictor\n >>> i = IndianGenderPredictor()\n >>> i.predict(name=\"adhi\") # returns male\n\nInstallation\n------------\n\n- ``pip install guess-indian-gender``\n\nAccuracy\n--------\n\n- Currently the accuracy is 0.88. Any contributions are welcome to\n improve the accuracy.\n\nChangelog\n---------\n\n- When the last letter is considered as a feature for gender detection\n the accuracy is 78%.\n- When the last four letters was considered the accuracy became 88%.\n\nTodo\n----\n\n- [x] Convert to Pip package.\n- [x] Convert to nice oops.\n- [ ] Improve accuracy to 95%.\n\nDataset credits\n---------------\n\n- https://github.com/mbejda\n- Male names - https://gist.github.com/mbejda/7f86ca901fe41bc14a63\n- Female names - https://gist.github.com/mbejda/9b93c7545c9dd93060bd\n\nLicense\n-------\n\nMIT. 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