{
    "info": {
        "author": "Alexander L. Hayes (hayesall)",
        "author_email": "alexander@batflyer.net",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Education",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Topic :: Scientific/Engineering :: Artificial Intelligence"
        ],
        "description": "########\nboostsrl\n########\n\n.. image:: https://raw.githubusercontent.com/starling-lab/boostsrl-python-package/master/docs/source/_static/preview.png\n    :alt:  Repository preview image: \"boostsrl. Python wrappers around BoostSRL with a scikit-learn-style interface. pip install boostsrl.\"\n\n|License|_ |Travis|_ |AppVeyor|_ |Codecov|_ |CircleCi|_ |ReadTheDocs|_\n\n.. |License| image:: https://img.shields.io/github/license/starling-lab/boostsrl-python-package.svg\n    :alt: License\n.. _License: LICENSE\n\n.. |Travis| image:: https://travis-ci.org/starling-lab/boostsrl-python-package.svg?branch=master\n    :alt: Travis CI continuous integration build status\n.. _Travis: https://travis-ci.org/starling-lab/boostsrl-python-package\n\n.. |AppVeyor| image:: https://ci.appveyor.com/api/projects/status/mxi2kffhr7a14rpt?svg=true\n    :alt: AppVeyor Windows build status\n.. _AppVeyor: https://ci.appveyor.com/project/hayesall/boostsrl-python-package\n\n.. |Codecov| image:: https://codecov.io/gh/starling-lab/boostsrl-python-package/branch/master/graphs/badge.svg?branch=master\n    :alt: Code coverage status\n.. _Codecov: https://codecov.io/github/starling-lab/boostsrl-python-package?branch=master\n\n.. |CircleCI| image:: https://circleci.com/gh/starling-lab/boostsrl-python-package.svg?style=shield\n.. _CircleCi: https://circleci.com/gh/starling-lab/boostsrl-python-package\n\n.. |ReadTheDocs| image:: https://readthedocs.org/projects/boostsrl/badge/?version=latest\n    :alt: Documentation status\n.. _ReadTheDocs: https://boostsrl.readthedocs.io/en/latest/\n\n**boostsrl** is a set of Python wrappers around\n`BoostSRL <https://starling.utdallas.edu/software/BoostSRL>`_ with a scikit-learn interface.\n\n- **Documentation**: https://boostsrl.readthedocs.io/en/latest/\n- **Questions?** Contact `Alexander L. Hayes  <https://hayesall.com>`_ (`hayesall <https://github.com/hayesall>`_)\n\nGetting Started\n---------------\n\n**Prerequisites**:\n\n- Java 1.8\n- Python (3.6, 3.7)\n\n**Installation**\n\n.. code-block:: bash\n\n   pip install boostsrl\n\nBasic Usage\n-----------\n\nThe general setup should be similar to scikit-learn. But there are a few extra requirements in terms of setting\nbackground knowledge and formatting the data.\n\nA minimal working example (using the Toy-Cancer data set imported with 'example_data') is:\n\n.. code-block:: python\n\n    >>> from boostsrl.rdn import RDN\n    >>> from boostsrl import Background\n    >>> from boostsrl import example_data\n    >>> bk = Background(\n    ...     modes=example_data.train.modes,\n    ...     use_std_logic_variables=True,\n    ... )\n    >>> clf = RDN(\n    ...     background=bk,\n    ...     target='cancer',\n    ... )\n    >>> clf.fit(example_data.train)\n    >>> clf.predict_proba(example_data.test)\n    array([0.88079619, 0.88079619, 0.88079619, 0.3075821 , 0.3075821 ])\n    >>> clf.classes_\n    array([1., 1., 1., 0., 0.])\n\n``example_data.train`` and ``example_data.test`` are each ``boostsrl.Database`` objects, so this hides some of\nthe complexity behind the scenes.\n\nThis example abstracts away some complexity in exchange for compactness.\nFor more thorough examples, see the `'docs/examples/' <https://github.com/starling-lab/boostsrl-python-package/tree/master/docs/examples>`_ directory.\n\nContributing\n------------\n\nWe have adopted the `Contributor Covenant Code of Conduct <.github/CODE_OF_CONDUCT.md>`_ version 1.4. Please read,\nfollow, and report any incidents which violate this.\n\nQuestions, Issues, and Pull Requests are welcome. Please refer to `CONTRIBUTING.md <.github/CONTRIBUTING.md>`_ for\ninformation on submitting issues and pull requests.\n\nVersioning and Releases\n-----------------------\n\nWe use `SemVer <https://semver.org>`_ for versioning.\nSee `Releases <https://github.com/starling-lab/boostsrl-python-package/releases>`_\nfor stable versions that are available, or the\n`Project Page on PyPi <https://pypi.org/project/boostsrl/>`_.\n\n\n",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "https://github.com/starling-lab/boostsrl-python-package",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://starling.utdallas.edu/software/boostsrl-python-wrappers/",
        "keywords": "machine-learning-algorithms machine-learning statistical-learning pattern-classification artificial-intelligence",
        "license": "GPL-3.0",
        "maintainer": "",
        "maintainer_email": "",
        "name": "boostsrl",
        "package_url": "https://pypi.org/project/boostsrl/",
        "platform": "",
        "project_url": "https://pypi.org/project/boostsrl/",
        "project_urls": {
            "Download": "https://github.com/starling-lab/boostsrl-python-package",
            "Homepage": "https://starling.utdallas.edu/software/boostsrl-python-wrappers/"
        },
        "release_url": "https://pypi.org/project/boostsrl/0.4.3/",
        "requires_dist": [
            "graphviz",
            "numpy",
            "scipy",
            "scikit-learn",
            "sphinx ; extra == 'docs'",
            "sphinx-rtd-theme ; extra == 'docs'",
            "sphinx-gallery ; extra == 'docs'",
            "numpydoc ; extra == 'docs'",
            "matplotlib ; extra == 'docs'",
            "coverage ; extra == 'tests'",
            "pytest ; extra == 'tests'"
        ],
        "requires_python": "",
        "summary": "Python wrappers for using BoostSRL jar files.",
        "version": "0.4.3"
    },
    "last_serial": 5531824,
    "releases": {
        "0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "ee0fd1cf4482a58b9ad849f29e0f6f0b",
                    "sha256": "a73509863798b0ad1c0b5a3401f1f6bbe0ae76b0841f52452cc9c32c684310b8"
                },
                "downloads": -1,
                "filename": "boostsrl-0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "ee0fd1cf4482a58b9ad849f29e0f6f0b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7295,
                "upload_time": "2017-08-22T22:14:37",
                "url": "https://files.pythonhosted.org/packages/f0/df/66a9c0ab4b008a44c1c3d1aaa68b16f96a54c37529673716fb7ed76e334c/boostsrl-0.1.tar.gz"
            }
        ],
        "0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "318b119bd89041169554d587c25c3b94",
                    "sha256": "bdf30d5fe5cf642ec9ac38226c6b64deea9864bbc198ddf53cf90164c2ac2585"
                },
                "downloads": -1,
                "filename": "boostsrl-0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "318b119bd89041169554d587c25c3b94",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7235,
                "upload_time": "2017-08-22T23:08:21",
                "url": "https://files.pythonhosted.org/packages/32/65/26dbb0827e64a17a7f0a1556e209785cb303235a94d0bb5d90040845a603/boostsrl-0.2.tar.gz"
            }
        ],
        "0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3908acf76e7f583cb1127787c7fe8943",
                    "sha256": "e66e679133f5f710c873ca021c1b9c924b406772d55ae31582c09abbd351831c"
                },
                "downloads": -1,
                "filename": "boostsrl-0.3.tar.gz",
                "has_sig": false,
                "md5_digest": "3908acf76e7f583cb1127787c7fe8943",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 7239,
                "upload_time": "2017-08-22T23:18:52",
                "url": "https://files.pythonhosted.org/packages/3f/d3/6b52689e3f68b8ee79de12713d0ce2552b32dd702131a55352559671e787/boostsrl-0.3.tar.gz"
            }
        ],
        "0.4.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b84a69c0930c35381ea9ba60fe7fd3f9",
                    "sha256": "536e5111e99608821fba1683297025999277d8ed3b19668b0f371393d48c34d1"
                },
                "downloads": -1,
                "filename": "boostsrl-0.4.0-py3.7.egg",
                "has_sig": false,
                "md5_digest": "b84a69c0930c35381ea9ba60fe7fd3f9",
                "packagetype": "bdist_egg",
                "python_version": "3.7",
                "requires_python": null,
                "size": 4095300,
                "upload_time": "2019-06-28T13:41:43",
                "url": "https://files.pythonhosted.org/packages/20/ed/b01271348070423c0434822ee4e7313a14cc52d44f14ef688535e26b1fe2/boostsrl-0.4.0-py3.7.egg"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "ad3c6d7a24d14972bb5b5b4a4d8a3c59",
                    "sha256": "7a35b91594ed95825d7be53bd31466c9bd516237dcaaef840f31f8b24f23e6b0"
                },
                "downloads": -1,
                "filename": "boostsrl-0.4.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "ad3c6d7a24d14972bb5b5b4a4d8a3c59",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 4083019,
                "upload_time": "2019-06-28T13:41:41",
                "url": "https://files.pythonhosted.org/packages/9d/29/7f920afd46c009bfc473617cb186ad63092f6cff8b87b21b29409243d7bf/boostsrl-0.4.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "9d8edb91261c2e639b496bd6716575d9",
                    "sha256": "bc45fa33581fd6a7467a9534014d73e1db4c291bfb159bbe90bc5ce65171fbc7"
                },
                "downloads": -1,
                "filename": "boostsrl-0.4.0.tar.gz",
                "has_sig": false,
                "md5_digest": "9d8edb91261c2e639b496bd6716575d9",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4068483,
                "upload_time": "2019-06-28T13:41:45",
                "url": "https://files.pythonhosted.org/packages/97/d1/e158a086ea828f17c8b72e49db6f7c77137b4d6698989e35a115ed76dc96/boostsrl-0.4.0.tar.gz"
            }
        ],
        "0.4.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8310fafdf0781409d0385c5aee496139",
                    "sha256": "5fe30b49d97247ea15f67015340a9314eeb498f34d534f6936ce14d52d2cc80c"
                },
                "downloads": -1,
                "filename": "boostsrl-0.4.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "8310fafdf0781409d0385c5aee496139",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 4109643,
                "upload_time": "2019-06-28T14:56:01",
                "url": "https://files.pythonhosted.org/packages/d6/f4/f8181a5e50a598723fc0151fffc8416e880b980e48533c13850ff8045b86/boostsrl-0.4.1-py3-none-any.whl"
            }
        ],
        "0.4.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "716769c61506a8e13928de4857e48707",
                    "sha256": "5347ba1f1e8b269074dff9bc060a5e8c6ef60bff1a56f52d5bf8e2175ed190ad"
                },
                "downloads": -1,
                "filename": "boostsrl-0.4.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "716769c61506a8e13928de4857e48707",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 4087767,
                "upload_time": "2019-07-06T18:52:08",
                "url": "https://files.pythonhosted.org/packages/40/2f/c382116e11c0ccc0146d64bc6fd61148af76ec610ae218bc0b6bdbd02c95/boostsrl-0.4.2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "f95611b2f10857daa99eddf72aed5653",
                    "sha256": "2c30afcc5c67cbf6e43429771e3761328dad385adec6b355ac67ba72581e9b88"
                },
                "downloads": -1,
                "filename": "boostsrl-0.4.2.tar.gz",
                "has_sig": false,
                "md5_digest": "f95611b2f10857daa99eddf72aed5653",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4073497,
                "upload_time": "2019-07-06T18:52:10",
                "url": "https://files.pythonhosted.org/packages/65/19/29461f1e5465ffd57335d3896dc3eda94a6188b9ab698785bda6e4277a05/boostsrl-0.4.2.tar.gz"
            }
        ],
        "0.4.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "af6d496c38a014eb909a79fcba54879a",
                    "sha256": "69f799ed5dd0ff712f704daebf540ae0b886e977b07c559aa11b3d37718bdf7a"
                },
                "downloads": -1,
                "filename": "boostsrl-0.4.3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "af6d496c38a014eb909a79fcba54879a",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 4092068,
                "upload_time": "2019-07-14T19:12:43",
                "url": "https://files.pythonhosted.org/packages/90/a4/6d3db66b5f7f12bdffa1b8b0adae8e757e7e2d518560277055ced348529c/boostsrl-0.4.3-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "a73a37838c866547b03df778b5b544df",
                    "sha256": "e3a3751d054cd89410e91e241a7e7d57e646979d699355c6f51bef0a3149a97f"
                },
                "downloads": -1,
                "filename": "boostsrl-0.4.3.tar.gz",
                "has_sig": false,
                "md5_digest": "a73a37838c866547b03df778b5b544df",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4075627,
                "upload_time": "2019-07-14T19:12:45",
                "url": "https://files.pythonhosted.org/packages/e4/a2/b53a5965487f81915d0cefb63016ccb84ca91496b2990c1745b13ca68423/boostsrl-0.4.3.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "af6d496c38a014eb909a79fcba54879a",
                "sha256": "69f799ed5dd0ff712f704daebf540ae0b886e977b07c559aa11b3d37718bdf7a"
            },
            "downloads": -1,
            "filename": "boostsrl-0.4.3-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "af6d496c38a014eb909a79fcba54879a",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 4092068,
            "upload_time": "2019-07-14T19:12:43",
            "url": "https://files.pythonhosted.org/packages/90/a4/6d3db66b5f7f12bdffa1b8b0adae8e757e7e2d518560277055ced348529c/boostsrl-0.4.3-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "a73a37838c866547b03df778b5b544df",
                "sha256": "e3a3751d054cd89410e91e241a7e7d57e646979d699355c6f51bef0a3149a97f"
            },
            "downloads": -1,
            "filename": "boostsrl-0.4.3.tar.gz",
            "has_sig": false,
            "md5_digest": "a73a37838c866547b03df778b5b544df",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 4075627,
            "upload_time": "2019-07-14T19:12:45",
            "url": "https://files.pythonhosted.org/packages/e4/a2/b53a5965487f81915d0cefb63016ccb84ca91496b2990c1745b13ca68423/boostsrl-0.4.3.tar.gz"
        }
    ]
}