{ "info": { "author": "Givanna Putri", "author_email": "ghar1821@uni.sydney.edu.au", "bugtrack_url": null, "classifiers": [ "Development Status :: 5 - Production/Stable", "License :: OSI Approved :: GNU General Public License v3 (GPLv3)", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "# ChronoClust\n\nA clustering algorithm that will perform clustering on each of a time-series of discrete (not a data stream... yet) datasets, and explicitly track the evolution of clusters over time. \n\nIf you use the ChronoClust algorithm, please cite the associated publication:\n\n>ChronoClust: Density-based clustering and cluster tracking in high-dimensional time-series data. Givanna H. Putri, Mark N. Read, Irena Koprinska, Deeksha Singh, Uwe Rohm, Thomas M. Ashhurst, Nick J.C. King. Accepted to Knowledge Based Systems, 2019.\n\nDOI: https://doi.org/10.1016/j.knosys.2019.02.018\n\nTo run the project you will require the following packages for python 3:\n1. pandas\n2. numpy\n3. scipy\n4. scikit-learn\n5. pickle\n6. tqdm\n7. deprecation\n\n## Who do I talk to?\n* Givanna Putri ghar1821@sydney.edu.au\n\n\n", "description_content_type": "text/markdown", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://ghar1821.github.io/Chronoclust/", "keywords": "", "license": "GPL-3.0", "maintainer": "", "maintainer_email": "", "name": "chronoclust", "package_url": "https://pypi.org/project/chronoclust/", "platform": "", "project_url": "https://pypi.org/project/chronoclust/", "project_urls": { "Homepage": "https://ghar1821.github.io/Chronoclust/" }, "release_url": "https://pypi.org/project/chronoclust/0.1/", "requires_dist": null, "requires_python": "", "summary": "A clustering algorithm that will perform clustering on each of a time-series of discrete datasets, and explicitly track the evolution of clusters over time.", "version": "0.1" }, "last_serial": 5632684, "releases": { "0.1": [ { "comment_text": "", "digests": { "md5": "b44acf6a9b7df7e4435b304c9b7cb829", "sha256": "676eb31833af2f86d9e17573c4de3448e8dccca395b7cf117241380c966e4884" }, "downloads": -1, "filename": "chronoclust-0.1-py3-none-any.whl", "has_sig": false, "md5_digest": "b44acf6a9b7df7e4435b304c9b7cb829", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 35985, "upload_time": "2019-08-05T05:48:00", "url": "https://files.pythonhosted.org/packages/29/76/d80e16c1dde10b904d059f188f59c5a9b422ccb70a732f5da9c79c4d6008/chronoclust-0.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "d4b57241efc61e2c8c34bd8a8429abe8", "sha256": "fa36a3c6a158a08cc4d9a5e2aefbb866b9e4ccd1e8dca5bdd43b3c50de7bd84a" }, "downloads": -1, "filename": "chronoclust-0.1.tar.gz", "has_sig": false, "md5_digest": "d4b57241efc61e2c8c34bd8a8429abe8", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 20706, "upload_time": "2019-08-05T05:48:03", "url": "https://files.pythonhosted.org/packages/21/46/caa9a515b579a986b275c5d242a749ec0d5520a6d9d12be058219bd43b2e/chronoclust-0.1.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "b44acf6a9b7df7e4435b304c9b7cb829", "sha256": "676eb31833af2f86d9e17573c4de3448e8dccca395b7cf117241380c966e4884" }, "downloads": -1, "filename": "chronoclust-0.1-py3-none-any.whl", "has_sig": false, "md5_digest": "b44acf6a9b7df7e4435b304c9b7cb829", "packagetype": "bdist_wheel", "python_version": "py3", "requires_python": null, "size": 35985, "upload_time": "2019-08-05T05:48:00", "url": "https://files.pythonhosted.org/packages/29/76/d80e16c1dde10b904d059f188f59c5a9b422ccb70a732f5da9c79c4d6008/chronoclust-0.1-py3-none-any.whl" }, { "comment_text": "", "digests": { "md5": "d4b57241efc61e2c8c34bd8a8429abe8", "sha256": "fa36a3c6a158a08cc4d9a5e2aefbb866b9e4ccd1e8dca5bdd43b3c50de7bd84a" }, "downloads": -1, "filename": "chronoclust-0.1.tar.gz", "has_sig": false, "md5_digest": "d4b57241efc61e2c8c34bd8a8429abe8", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 20706, "upload_time": "2019-08-05T05:48:03", "url": "https://files.pythonhosted.org/packages/21/46/caa9a515b579a986b275c5d242a749ec0d5520a6d9d12be058219bd43b2e/chronoclust-0.1.tar.gz" } ] }