{ "info": { "author": "Eran Rosenthal", "author_email": "eranroz@cs.huji.ac.il", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Operating System :: OS Independent" ], "description": "hmm_kit\n===\n\nSimple Hidden Markov Models library.\n\nSupports discrete/continuous emissions of one/multiple dimensions.\n\n## Install\npython setup.py install\n\n## Usage\nSee examples in tests/hmm_test.py\n\n## Standalone script\nTo run it as a standalone script call simple_hmm.py\n* Training model `simple_hmm.py train_model train_data.csv --kernel gaussian --states 3 --model_name my_model`\n* Decode - `simple_hmm.py decode train_data.csv my_model decode.csv`\n* Posterior - `simple_hmm.py posterior train_data.csv my_model posterior.csv`", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/eranroz/hmm", "keywords": "", "license": "MIT License", "maintainer": "", "maintainer_email": "", "name": "hmm-kit", "package_url": "https://pypi.org/project/hmm-kit/", "platform": "", "project_url": "https://pypi.org/project/hmm-kit/", "project_urls": { "Homepage": "https://github.com/eranroz/hmm" }, "release_url": "https://pypi.org/project/hmm-kit/0.3.0/", "requires_dist": null, "requires_python": "", "summary": "Python toolkit for unsupervised learning of sequences of observations using HMM", "version": "0.3.0" }, "last_serial": 4491084, "releases": { "0.1": [ { "comment_text": "", "digests": { "md5": "f18ae6edf30a13fb60781802ebb19c89", "sha256": "9af1a1a3966d8fbc8b575ea9981ec785ff159c8d90f6201a7699503a4ff6b352" }, "downloads": -1, "filename": "hmm_kit-0.1-py2.7-linux-x86_64.egg", "has_sig": false, "md5_digest": "f18ae6edf30a13fb60781802ebb19c89", "packagetype": "bdist_egg", "python_version": "2.7", "requires_python": null, "size": 189813, "upload_time": "2018-11-02T21:00:06", "url": "https://files.pythonhosted.org/packages/c7/9a/8c0ce2dbd213f7170b4c788050d2a41b1732bca1178586bc9720619231e6/hmm_kit-0.1-py2.7-linux-x86_64.egg" }, { "comment_text": "", "digests": { "md5": "eb4880c606c4c41cbe6f883ec4587780", "sha256": "bb4a812b3bf67dce2928f58024c1f938db0fbd4c5f6d683319b4dfeee5ca4b75" }, "downloads": -1, "filename": "hmm_kit-0.1-py3.6-linux-x86_64.egg", "has_sig": false, "md5_digest": "eb4880c606c4c41cbe6f883ec4587780", "packagetype": "bdist_egg", "python_version": "3.6", "requires_python": null, "size": 190175, "upload_time": "2018-11-02T21:00:07", "url": "https://files.pythonhosted.org/packages/02/27/2cc4cbbdb9e565d604a8d55ede5497cc65c0a5f0275a59c214e8983626e1/hmm_kit-0.1-py3.6-linux-x86_64.egg" }, { "comment_text": "", "digests": { "md5": "c178f3accadc5ad028af886d13ba0dbc", "sha256": "2240fff1ba3816130596f9f5bc76f324b3e27b9a982bb3561eb5719ee2189169" }, "downloads": -1, "filename": "hmm_kit-0.1.tar.gz", "has_sig": false, "md5_digest": "c178f3accadc5ad028af886d13ba0dbc", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 83792, "upload_time": "2018-11-02T21:00:09", "url": "https://files.pythonhosted.org/packages/2c/9d/be59085bdca5bee636c73e181f59f8028907610c42fc9df24f2f2e51f930/hmm_kit-0.1.tar.gz" } ], "0.1.1": [ { "comment_text": "", "digests": { "md5": "8d1bcd9312730495236579f09fd89010", "sha256": "f8edfc267e0f3098416780b689be02aaa9d423fe7a28fc07af1cc76de8bd2c35" }, "downloads": -1, "filename": "hmm_kit-0.1.1.tar.gz", "has_sig": false, "md5_digest": "8d1bcd9312730495236579f09fd89010", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 83947, "upload_time": "2018-11-02T21:05:09", "url": "https://files.pythonhosted.org/packages/ea/95/33cbefe7eb18093ff50a57904533fb1803cf6e67f3ead128a87d3ede14a4/hmm_kit-0.1.1.tar.gz" } ], "0.2.0": [ { "comment_text": "", "digests": { "md5": "5cb7454982e9cea1086021dff08c6f01", "sha256": "a7256c09932c4722b93a94b8384ab7c4e29a10667ba1fe55b55f25e4da6057ac" }, "downloads": -1, "filename": "hmm_kit-0.2.0.tar.gz", "has_sig": false, "md5_digest": "5cb7454982e9cea1086021dff08c6f01", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 85834, "upload_time": "2018-11-03T16:19:09", "url": "https://files.pythonhosted.org/packages/58/98/19298072ec14929245012098ca657aedff1210e6445cd630b9be46c6e59f/hmm_kit-0.2.0.tar.gz" } ], "0.3.0": [ { "comment_text": "", "digests": { "md5": "cb841a6abbcbe633b0e8323c91316413", "sha256": "7fe692de1ddcfcafc38362d8b200cfea26ec36a356a2770c7a582f95e5b7e434" }, "downloads": -1, "filename": "hmm_kit-0.3.0.tar.gz", "has_sig": false, "md5_digest": "cb841a6abbcbe633b0e8323c91316413", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 85466, "upload_time": "2018-11-15T20:12:29", "url": "https://files.pythonhosted.org/packages/0c/97/cb151084e460a53ae2e1f1a1e1735ee0aa22e88b555bdd2bd258e8466fef/hmm_kit-0.3.0.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "cb841a6abbcbe633b0e8323c91316413", "sha256": "7fe692de1ddcfcafc38362d8b200cfea26ec36a356a2770c7a582f95e5b7e434" }, "downloads": -1, "filename": "hmm_kit-0.3.0.tar.gz", "has_sig": false, "md5_digest": "cb841a6abbcbe633b0e8323c91316413", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 85466, "upload_time": "2018-11-15T20:12:29", "url": "https://files.pythonhosted.org/packages/0c/97/cb151084e460a53ae2e1f1a1e1735ee0aa22e88b555bdd2bd258e8466fef/hmm_kit-0.3.0.tar.gz" } ] }