{ "info": { "author": "Frithjof Gressmann", "author_email": "ucjufgr@ucl.ac.uk", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "Programming Language :: Python", "Topic :: Scientific/Engineering", "Topic :: Scientific/Engineering :: Mathematics", "Topic :: Software Development :: Libraries" ], "description": "![skpro](/docs/_static/logo/logo.png)\n\n

\n \"PyPI\n \"Build\n \"License\"\n

\n\nA supervised domain-agnostic framework that allows for probabilistic modelling, namely the prediction of probability distributions for individual data points.\n\nThe package offers a variety of features and specifically allows for\n\n- the implementation of probabilistic prediction strategies in the supervised contexts\n- comparison of frequentist and Bayesian prediction methods\n- strategy optimization through hyperparamter tuning and ensemble methods (e.g. bagging)\n- workflow automation\n\nList of [developers and contributors](AUTHORS.rst)\n\n### Documentation\n\nThe full documentation is [available here](https://alan-turing-institute.github.io/skpro/).\n\n### Installation\n\nInstallation is easy using Python's package manager\n\n $ pip install skpro\n\n### Contributing & Citation\n\nWe welcome contributions to the skpro project. Please read our [contribution guide](/CONTRIBUTING.md).\n\nIf you use skpro in a scientific publication, we would appreciate [citations](CITATION.rst).", "description_content_type": "", "docs_url": null, "download_url": "", "downloads": { "last_day": -1, "last_month": -1, "last_week": -1 }, "home_page": "http://skpro.ml", "keywords": "", "license": "BSD", "maintainer": "", "maintainer_email": "", "name": "skpro", "package_url": "https://pypi.org/project/skpro/", "platform": "", "project_url": "https://pypi.org/project/skpro/", "project_urls": { "Homepage": "http://skpro.ml" }, "release_url": "https://pypi.org/project/skpro/1.0.1/", "requires_dist": null, "requires_python": "", "summary": "Supervised learning for probabilistic prediction", "version": "1.0.1" }, "last_serial": 4837212, "releases": { "1.0.0b1": [ { "comment_text": "", "digests": { "md5": "7c1b4d2d24ca1d3b72351f9ae92e9eff", "sha256": "f7398811a9fb7ad8b85594e061bf68395a36c9903bb4161d7a7da2ca45db6d59" }, "downloads": -1, "filename": "skpro-1.0.0b1.linux-x86_64.tar.gz", "has_sig": false, "md5_digest": "7c1b4d2d24ca1d3b72351f9ae92e9eff", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 52245, "upload_time": "2017-12-08T17:30:34", "url": "https://files.pythonhosted.org/packages/70/20/91af1e96c1d9e0bff77af173363a40380b5d7d79eb5694b1684eba7765de/skpro-1.0.0b1.linux-x86_64.tar.gz" }, { "comment_text": "", "digests": { "md5": "6100b1b57720a3d513fafa90870f65df", "sha256": "1cc6d21a0b4599ab17588efcf28795d6821218d765a5c4f466c1df324350838d" }, "downloads": -1, "filename": "skpro-1.0.0b1-py2.py3-none-any.whl", "has_sig": false, "md5_digest": "6100b1b57720a3d513fafa90870f65df", "packagetype": "bdist_wheel", "python_version": "py2.py3", "requires_python": null, "size": 29259, "upload_time": "2017-12-08T17:30:32", "url": "https://files.pythonhosted.org/packages/23/a2/85a3e17534a257642a75187f6dd1869bc98a49cc9e5eacbcc632bf17e34b/skpro-1.0.0b1-py2.py3-none-any.whl" } ], "1.0.1": [ { "comment_text": "", "digests": { "md5": "d1ea601020143eecc801dfbf9099a174", "sha256": "2350d1befc2f214d5d247434e1553c0a55c90a8e1f7a1311b2150d82d9dfe1e0" }, "downloads": -1, "filename": "skpro-1.0.1.tar.gz", "has_sig": false, "md5_digest": "d1ea601020143eecc801dfbf9099a174", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 458822, "upload_time": "2019-02-18T22:01:39", "url": "https://files.pythonhosted.org/packages/55/64/716215b33bd1c8df09b9e1b32b5763c7b2410b70691aa39e07123e88b24a/skpro-1.0.1.tar.gz" } ] }, "urls": [ { "comment_text": "", "digests": { "md5": "d1ea601020143eecc801dfbf9099a174", "sha256": "2350d1befc2f214d5d247434e1553c0a55c90a8e1f7a1311b2150d82d9dfe1e0" }, "downloads": -1, "filename": "skpro-1.0.1.tar.gz", "has_sig": false, "md5_digest": "d1ea601020143eecc801dfbf9099a174", "packagetype": "sdist", "python_version": "source", "requires_python": null, "size": 458822, "upload_time": "2019-02-18T22:01:39", "url": "https://files.pythonhosted.org/packages/55/64/716215b33bd1c8df09b9e1b32b5763c7b2410b70691aa39e07123e88b24a/skpro-1.0.1.tar.gz" } ] }