{ "info": { "author": "Romain Brault", "author_email": "romain.brault@telecom-paristech.fr", "bugtrack_url": null, "classifiers": [ "Intended Audience :: Developers", "Intended Audience :: Science/Research", "License :: OSI Approved", "Operating System :: MacOS", "Operating System :: Microsoft :: Windows", "Operating System :: POSIX", "Operating System :: Unix", "Programming Language :: C", "Programming Language :: Python", "Programming Language :: Python :: 2", "Programming Language :: Python :: 2.7", "Programming Language :: Python :: 3", "Programming Language :: Python :: 3.5", "Topic :: Scientific/Engineering", "Topic :: Software Development" ], "description": ".. -*- mode: rst -*-\n\n.. |Travis| image:: https://travis-ci.org/operalib/operalib.svg?branch=master\n.. _Travis: https://travis-ci.org/operalib/operalib\n\n.. |Codecov| image:: https://codecov.io/gh/operalib/operalib/branch/master/graph/badge.svg\n.. _Codecov: https://codecov.io/gh/operalib/operalib\n\n.. |CircleCI| image:: https://circleci.com/gh/operalib/operalib/tree/master.svg?style=shield&circle-token=:circle-token\n.. _CircleCI: https://circleci.com/gh/operalib/operalib\n\n.. |Python27| image:: https://img.shields.io/badge/python-2.7-blue.svg\n.. _Python27: https://github.com/operalib/operalib\n\n.. |Python35| image:: https://img.shields.io/badge/python-3.5-blue.svg\n.. _Python35: https://github.com/operalib/operalib\n\n.. |PyPi| image:: https://badge.fury.io/py/operalib.svg\n.. _PyPi: https://badge.fury.io/py/operalib\n\nOperalib\n========\n|PyPi|_ |Travis|_ |Codecov|_ |CircleCI|_ |Python27|_ |Python35|_\n\nOperalib is a library for structured learning and prediction for\n`python `_ based on operator-valued kernels (OVKs).\nOVKs are an extension of scalar kernels to matrix-valued kernels.\nThe idea is to predict silmultaneously several targets while, for instance,\nencoding the output structure with the operator-valued kernel.\n\nWe aim at providing an easy-to-use standard implementation of operator-valued\nkernel methods. Operalib is designed for compatilibity to\n`scikit-learn `_ interface and conventions.\nIt uses `numpy `_,\n`scipy `_ and `cvxopt `_ as\nunderlying libraries.\n\nThe project is developed by the\n`AROBAS `_ group of the\n`IBISC laboratory `_ of the\nUniversity of Evry, France.\n\nDocumentation\n=============\nIs available at: http://operalib.github.io/operalib/documentation/.\n\nInstall\n=======\nThe package is available on PyPi, and the installation should be as simple as::\n\n pip install operalib\n\nThis package uses distutils, which is the default way of installing\npython modules. To install in your home directory, use::\n\n python setup.py install --user\n\nTo install for all users on Unix/Linux::\n\n python setup.py build\n sudo python setup.py install\n\n.. For more detailed installation instructions,\n.. see the web page http://scikit-learn.org/stable/install.html\n\nGIT\n~~~\n\nYou can check the latest sources with the command::\n\n git clone https://github.com/operalib/operalib\n\nor through ssh, instead of https, if you have write privileges::\n\n git clone git@github.com:operalib/operalib.git\n\nReferences\n==========\nA non-exhaustive list of publications related to operator-valued kernel is\navailable here:\n\nhttp://operalib.github.io/operalib/documentation/reference_papers/index.html.\n", "description_content_type": null, "docs_url": null, "download_url": "https://github.com/operalib/operalib/", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "http://operalib.github.io/operalib/documentation/", "keywords": "", "license": "MIT", "maintainer": "", "maintainer_email": "", "name": "operalib", "package_url": "https://pypi.org/project/operalib/", "platform": "", "project_url": "https://pypi.org/project/operalib/", "project_urls": { "Download": "https://github.com/operalib/operalib/", "Homepage": "http://operalib.github.io/operalib/documentation/" }, "release_url": "https://pypi.org/project/operalib/0.2b27/", "requires_dist": null, "requires_python": "", "summary": "A python module for learnign with operator-valued kernels", "version": "0.2b27" }, "last_serial": 3490585, "releases": { "0.2b0": [], "0.2b1": [ { "comment_text": "", "digests": { "md5": "f5eba2189e6e201f2a86005f02c2b5a6", "sha256": "60b00ff9ae91c49b6ebfe9b428dee4cfdc46783a4ba3ab16edcd67784e3ceb05" }, "downloads": -1, "filename": "operalib-0.2b1.tar.gz", "has_sig": false, "md5_digest": "f5eba2189e6e201f2a86005f02c2b5a6", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1429493, "upload_time": "2016-07-07T18:40:03", "url": "https://files.pythonhosted.org/packages/f8/75/09a5b5efcc61618d14a401f8ba1d020e8616ce3d93bd2a6cde133f69a122/operalib-0.2b1.tar.gz" } ], "0.2b10": [ { "comment_text": "", "digests": { "md5": "7eb4842cc07cb376cab8614d1f65a4b5", "sha256": "297c978f79522ba71de8cf2e8fcddff6ae9f3f74ea895d0f5c7d8052e475bbe5" }, "downloads": -1, "filename": "operalib-0.2b10.tar.gz", "has_sig": false, "md5_digest": "7eb4842cc07cb376cab8614d1f65a4b5", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1435749, "upload_time": "2017-03-16T10:31:03", "url": "https://files.pythonhosted.org/packages/b6/7f/d78479a0bc1be5889ae015ed8e04ff3cd70c9c74566c42e1945baffe34ff/operalib-0.2b10.tar.gz" } ], "0.2b11": [ { "comment_text": "", "digests": { "md5": "632502d956652acd0cec9fa30725e797", "sha256": "9a8b332a76ac479b83f134b6997cbc8efc62fe67f1fad86a8bc5a1329627b413" }, "downloads": -1, "filename": "operalib-0.2b11.tar.gz", "has_sig": false, "md5_digest": "632502d956652acd0cec9fa30725e797", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1435779, "upload_time": "2017-03-16T10:47:33", "url": "https://files.pythonhosted.org/packages/87/d6/cf4575b8490dbda90588bf4581c71cdea1b893a95204bb8a61b96d1a3dd6/operalib-0.2b11.tar.gz" } ], "0.2b19": [ { "comment_text": "", "digests": { "md5": "1fb7f0f53c9b966ebf26c2348c2f4a1d", "sha256": "4ac36f9d6bfa37e0b538c6cbfbe7449fae0d1f5583326e126bc9f66f4937ec82" }, "downloads": -1, "filename": "operalib-0.2b19.tar.gz", "has_sig": false, "md5_digest": "1fb7f0f53c9b966ebf26c2348c2f4a1d", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1436882, "upload_time": "2017-03-23T14:44:39", "url": "https://files.pythonhosted.org/packages/46/ae/9c38d867b9fb59cbc35ec8dc7aa06d771e5374b5685531d2267d353fb3b1/operalib-0.2b19.tar.gz" } ], "0.2b2": [ { "comment_text": "", "digests": { "md5": "eca069ac73df9c229ac19054d05e6c7b", "sha256": "91d4b7f9c2ad031fa598492c5eb00d2a14c59a2e8ee561fd189ac200e37e9213" }, "downloads": -1, "filename": "operalib-0.2b2.tar.gz", "has_sig": false, "md5_digest": "eca069ac73df9c229ac19054d05e6c7b", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1429499, "upload_time": "2016-07-08T08:30:28", "url": "https://files.pythonhosted.org/packages/22/38/b09e50bbfe1a25b2d36c100523b35015df285d950713c55854e8d6753964/operalib-0.2b2.tar.gz" } ], "0.2b21": [ { "comment_text": "", "digests": { "md5": "4fa0a069c40d85351a8ebded8009d3f4", "sha256": "44cc816ba13608e52385d8585236ecbae18255940a5838ae6507e8f32b20b1d0" }, "downloads": -1, "filename": "operalib-0.2b21.tar.gz", "has_sig": false, "md5_digest": "4fa0a069c40d85351a8ebded8009d3f4", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1437258, "upload_time": "2017-03-27T15:21:30", "url": "https://files.pythonhosted.org/packages/e1/ee/239235079bed950b98224c6df03939572e67a68b37f54358614bb327f183/operalib-0.2b21.tar.gz" } ], "0.2b25": [ { "comment_text": "", "digests": { "md5": "3cef1882a82514e21847adb0d7510fd7", "sha256": "b0d40be3c1b4c052549daab4f710a118515f1ac94e190f502a83ab8f9c778588" }, "downloads": -1, "filename": "operalib-0.2b25.tar.gz", "has_sig": false, "md5_digest": "3cef1882a82514e21847adb0d7510fd7", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 44282, "upload_time": "2017-05-28T16:26:45", "url": "https://files.pythonhosted.org/packages/08/ec/5f517f71654497a871900deab087a6a971babdf78548ec22a0123894a1c0/operalib-0.2b25.tar.gz" } ], "0.2b26": [ { "comment_text": "", "digests": { "md5": "69b246fc8b816ded828f7c3fcdc77288", "sha256": "7a820b95286fd44fee8f95d86c605d8b21b60033470b17391dadaa06a1b9112d" }, "downloads": -1, "filename": "operalib-0.2b26.tar.gz", "has_sig": false, "md5_digest": "69b246fc8b816ded828f7c3fcdc77288", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 89208, "upload_time": "2018-01-11T17:03:13", "url": "https://files.pythonhosted.org/packages/38/0a/df24cd71539c1772d2af806c96b7f65912eef78d69b6addfbb04f0e205b5/operalib-0.2b26.tar.gz" } ], "0.2b27": [ { "comment_text": "", "digests": { "md5": "2b787c58b58bcab4e3043ccbae68e8d6", "sha256": "65899e8cc24a8898b2e46d33680fbee9f1ae13ddd285afd5632b966a5a7518d7" }, "downloads": -1, "filename": "operalib-0.2b27.tar.gz", "has_sig": false, "md5_digest": "2b787c58b58bcab4e3043ccbae68e8d6", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 52135, "upload_time": "2018-01-15T10:26:22", "url": "https://files.pythonhosted.org/packages/2f/0e/16eeefb97fc052704f28d8e981d0a1fe79a51cbdc8ea7e1f4c4be7524323/operalib-0.2b27.tar.gz" } ], "0.2b4": [ { "comment_text": "", "digests": { "md5": "47a6b74644acdf13d44de88105305737", "sha256": "75b5bdea27b9725e9210ede9e24f0a0ac006d159674803ae06efd344bb154e83" }, "downloads": -1, "filename": "operalib-0.2b4.tar.gz", "has_sig": false, "md5_digest": "47a6b74644acdf13d44de88105305737", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1435622, "upload_time": "2017-01-26T14:26:21", "url": "https://files.pythonhosted.org/packages/85/d4/0c0dc585566e48ce1556e3d5a7c030dd5c9be4a47e55fcee48847e6fa83e/operalib-0.2b4.tar.gz" } ], "0.2b9": [ { "comment_text": "", "digests": { "md5": "75389d1259baca41cca83eb8b5982fb7", "sha256": "36876a2f0465cefbc5ca2f1b0d9f443dcc3f17d268cae8c496dfd48d99558d23" }, "downloads": -1, "filename": "operalib-0.2b9.tar.gz", "has_sig": false, "md5_digest": "75389d1259baca41cca83eb8b5982fb7", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 1435726, "upload_time": "2017-03-15T15:47:46", "url": "https://files.pythonhosted.org/packages/26/ad/ae0ca2473965f6d03cc87473c2164d40aa251353e77e5433752dacd47a7c/operalib-0.2b9.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "2b787c58b58bcab4e3043ccbae68e8d6", "sha256": "65899e8cc24a8898b2e46d33680fbee9f1ae13ddd285afd5632b966a5a7518d7" }, "downloads": -1, "filename": "operalib-0.2b27.tar.gz", "has_sig": false, "md5_digest": "2b787c58b58bcab4e3043ccbae68e8d6", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 52135, "upload_time": "2018-01-15T10:26:22", "url": "https://files.pythonhosted.org/packages/2f/0e/16eeefb97fc052704f28d8e981d0a1fe79a51cbdc8ea7e1f4c4be7524323/operalib-0.2b27.tar.gz" } ] }