{ "info": { "author": "Pranjal-Vijay", "author_email": "pranjalvijaykota@gmail.com", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Programming Language :: Python :: 3.6" ], "description": "FastSent is Sentiment Classification python library. It uses Sequential model for Sentiment classfication. FastSent is developed using GRU(Gated Recurrent Unit) model.\n\nRequirement\n------------\n\nFastSent support Python 3.6 or newer.\n\nInstallation\n------------\n\n pip install FastSent\n\nExample\n-------------\n\nThis package is being developed for sentiment classfication using Sequential model GRU(Gated Recurrent Unit).\n\n\tdata = 'Sample.csv'\n\tlabels = 'sentiment'\n\ttext = 'content'\n\n\tf = FastSent()\n\tX_train, X_test, y_train, y_test = f.train_test_split(data, labels, text)\n\ttrained_model = f.fit_train(X_train, y_train, 500, 50, 7789, 5, 4)\n\tprediction = f.predict(trained_model, X_test, y_train, 4)\n\n\n\n\nwhere ``sample`` is a training file containing labels and text.\n\nReferences\n----------\n\nDataSet Information\n~~~~~~~~~~~~~~~~~~~\n\n[1] Sample DataSet is being used for research purpose from `*data.world* `.", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "", "keywords": "", "license": "", "maintainer": "", "maintainer_email": "", "name": "FastSent", "package_url": "https://pypi.org/project/FastSent/", "platform": "", "project_url": "https://pypi.org/project/FastSent/", "project_urls": null, "release_url": "https://pypi.org/project/FastSent/0.2.0/", "requires_dist": null, "requires_python": "", "summary": "FastSent is one of the solution for Sentiment classification using Recurrent Neural Networks(GRU)", "version": "0.2.0" }, "last_serial": 4891576, "releases": { "0.1.0": [ { "comment_text": "", "digests": { "md5": "2721f028bb8106634c13a7ee24e2e3f1", "sha256": "9d8dcef5efe7cff65835f09a8a2680d13b3cfbbcdcb48c638a50200675d48e64" }, "downloads": -1, "filename": "FastSent-0.1.0-py3-none-any.whl", "has_sig": false, "md5_digest": "2721f028bb8106634c13a7ee24e2e3f1", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 2160, "upload_time": "2019-03-02T18:18:57", "url": "https://files.pythonhosted.org/packages/9f/e9/a51674302c012fcf06945bed12b8949404ceb292ac25ab93e11353a8581f/FastSent-0.1.0-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "7871f153a5f91a36c50bddd69ec550b8", "sha256": "712897c29e63b1cfa58a1342a08f63bc20295958b0a7b75ca08e077a4c6181b5" }, "downloads": -1, "filename": "FastSent-0.1.0.tar.gz", "has_sig": false, "md5_digest": "7871f153a5f91a36c50bddd69ec550b8", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1408, "upload_time": "2019-03-02T18:18:59", "url": "https://files.pythonhosted.org/packages/d3/b2/50a1b179ed609b0bc02c9fda48a22233ae731ec312156b29ea81ef60e3f5/FastSent-0.1.0.tar.gz" } ], "0.2.0": [ { "comment_text": "", "digests": { "md5": "cfda90e995587cd46b3459209bc59391", "sha256": "3922fbaad46b2dade991b37d710ac92dd4d5ede1bbedb8ad55e12a68aa531647" }, "downloads": -1, "filename": "FastSent-0.2.0.tar.gz", "has_sig": false, "md5_digest": "cfda90e995587cd46b3459209bc59391", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1717, "upload_time": "2019-03-03T19:06:58", "url": "https://files.pythonhosted.org/packages/f6/c0/059235dbde1b290f910df5ccc4652f9a6a04dc3de82204de853a72598c8c/FastSent-0.2.0.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "cfda90e995587cd46b3459209bc59391", "sha256": "3922fbaad46b2dade991b37d710ac92dd4d5ede1bbedb8ad55e12a68aa531647" }, "downloads": -1, "filename": "FastSent-0.2.0.tar.gz", "has_sig": false, "md5_digest": "cfda90e995587cd46b3459209bc59391", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1717, "upload_time": "2019-03-03T19:06:58", "url": "https://files.pythonhosted.org/packages/f6/c0/059235dbde1b290f910df5ccc4652f9a6a04dc3de82204de853a72598c8c/FastSent-0.2.0.tar.gz" } ] }