{ "info": { "author": "Yuanhua Huang", "author_email": "yuanhua@ebi.ac.uk", "bugtrack_url": null, "classifiers": [], "description": "HiLearn\n=======\n\nA small library of machine learning methods. As most of them are often used (by myself), they are standardized and collected here.\n\n\nWhat's inside?\n---------------\n\n* a wrap of cross-validation for regression and classification models.\n\n* a mixture of linear regression model\n\n* a plot function to show correlation between a pair of data (for regression)\n\n* a plot function to show ROC curve with AUC score (for classification)\n\n* a few plot functions, e.g., set colors, group boxplots, venn3 plots.\n\n\nHow to install?\n---------------\n\nDownload the codes from this github repository and then run the following command line:\n\n::\n\n python setup.py install\n\nIf you don't have the root permission, add ``--user``.\n\n\nTutorial and Gallery\n--------------------\n\nSee the tutorial_ for how to use, e.g., `cross-validation functions and plots`_ and `hilearn plot`_.\n\n\n.. _tutorial: https://github.com/huangyh09/hilearn/tree/master/tutorial\n\n.. _`cross-validation functions and plots`: https://github.com/huangyh09/hilearn/blob/master/tutorial/tutorial_cross-validation.rst\n\n.. _`hilearn plot`: https://github.com/huangyh09/hilearn/blob/master/tutorial/tutorial_plots.rst", "description_content_type": "", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "https://github.com/huangyh09/hilearn", "keywords": "machine learning,data visualisation", "license": "Apache-2.0", "maintainer": "", "maintainer_email": "", "name": "hilearn", "package_url": "https://pypi.org/project/hilearn/", "platform": "", "project_url": "https://pypi.org/project/hilearn/", "project_urls": { "Homepage": "https://github.com/huangyh09/hilearn" }, "release_url": "https://pypi.org/project/hilearn/0.1.0/", "requires_dist": null, "requires_python": "", "summary": "HiLearn: A small library of machine learning methods.", "version": "0.1.0" }, "last_serial": 5302613, "releases": { "0.0.1": [ { "comment_text": "", "digests": { "md5": "9a4c21fa591172abe858ee7871fe6b7e", "sha256": "3c8494736eee94f4d99d3bb31e940dc21351569b609bda798c30be356b402f58" }, "downloads": -1, "filename": "hilearn-0.0.1.tar.gz", "has_sig": false, "md5_digest": "9a4c21fa591172abe858ee7871fe6b7e", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10743, "upload_time": "2017-12-15T20:27:16", "url": "https://files.pythonhosted.org/packages/18/f8/947c1d08c12eb0d23fbd1d40e2ed14b8c27bda3a8340b427b1f66460ad69/hilearn-0.0.1.tar.gz" } ], "0.0.2": [ { "comment_text": "", "digests": { "md5": "08505962da56593d5f79cf9e13e56f06", "sha256": "e5c63a5a644ff49cf376aa219a261f0638778aedfef464ab24964c9f4ac30236" }, "downloads": -1, "filename": "hilearn-0.0.2.tar.gz", "has_sig": false, "md5_digest": "08505962da56593d5f79cf9e13e56f06", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 10801, "upload_time": "2018-12-28T13:23:12", "url": "https://files.pythonhosted.org/packages/3c/b5/39ccba58f7add60a736e6571f1878fe338765cc3158dc1396dfab44ff5d6/hilearn-0.0.2.tar.gz" } ], "0.1.0": [ { "comment_text": "", "digests": { "md5": "7f17053322d679f0a9b574d53f63103d", "sha256": "4dd11d22c49b4614020b069ed8d58e1970424b2f325f5549516a13be7ef6bff0" }, "downloads": -1, "filename": "hilearn-0.1.0.tar.gz", "has_sig": false, "md5_digest": "7f17053322d679f0a9b574d53f63103d", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 11298, "upload_time": "2019-05-22T13:01:13", "url": "https://files.pythonhosted.org/packages/df/e5/5f9bc4d97b80561648f6fbe7e34c901185e5759cdd43edd35221ea28b9cb/hilearn-0.1.0.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "7f17053322d679f0a9b574d53f63103d", "sha256": "4dd11d22c49b4614020b069ed8d58e1970424b2f325f5549516a13be7ef6bff0" }, "downloads": -1, "filename": "hilearn-0.1.0.tar.gz", "has_sig": false, "md5_digest": "7f17053322d679f0a9b574d53f63103d", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 11298, "upload_time": "2019-05-22T13:01:13", "url": "https://files.pythonhosted.org/packages/df/e5/5f9bc4d97b80561648f6fbe7e34c901185e5759cdd43edd35221ea28b9cb/hilearn-0.1.0.tar.gz" } ] }