{
    "info": {
        "author": "Keiichi SHIMA",
        "author_email": "keiichi@iijlab.net",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Environment :: Console",
            "Intended Audience :: Information Technology",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: BSD License",
            "Programming Language :: Python :: 2.7",
            "Topic :: Scientific/Engineering :: Information Analysis",
            "Topic :: Software Development :: Libraries :: Python Modules"
        ],
        "description": "# CPDAG Estimation using PC-Algorithm\n\n## Overview\n\nThis package provides functions to estimate a skeleton graph and a\ncompleted partially acyclic graph (CPDAG) from a data matrix that\ndescribes the appearance patterns of the graph nodes.  The detailed\nalgorithm is written in [Kalisch2007].\n\n## Code\n\nThe source code is available at https://github.com/keiichishima/pcalg\n\n## Bug Reports\n\nPlease submit bug reports or patches through the GitHub interface.\n\n## Contributors\n\n- Satoru Kobayashi, https://github.com/cpflat\n- basilnsaeed, https://github.com/basilnsaeed\n- Dr. Georg M. Goerg\n\n## References\n\n[Kalisch2007] Markus Kalisch and Peter Bhlmann. Estimating\nhigh-dimensional directed acyclic graphs with the pc-algorithm. In The\nJournal of Machine Learning Research, Vol. 8, pp. 613-636, 2007.\n\n## Author\n\nKeiichi SHIMA\n/ IIJ Innovation Institute Inc.\n/ WIDE project",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/keiichishima/pcalg/",
        "keywords": "",
        "license": "BSD License",
        "maintainer": "",
        "maintainer_email": "",
        "name": "pcalg",
        "package_url": "https://pypi.org/project/pcalg/",
        "platform": "",
        "project_url": "https://pypi.org/project/pcalg/",
        "project_urls": {
            "Homepage": "https://github.com/keiichishima/pcalg/"
        },
        "release_url": "https://pypi.org/project/pcalg/0.1.9/",
        "requires_dist": null,
        "requires_python": "",
        "summary": "CPDAG Estimation using PC-Algorithm",
        "version": "0.1.9"
    },
    "last_serial": 4780689,
    "releases": {
        "0.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "fe8d0e33fd7e1cf578ca19e0930df0ff",
                    "sha256": "7507c2f5832e3aa821f342280ba03f632d6410d9fd51729b9ec36d34edabf2ee"
                },
                "downloads": -1,
                "filename": "pcalg-0.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "fe8d0e33fd7e1cf578ca19e0930df0ff",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4297,
                "upload_time": "2015-06-23T15:24:01",
                "url": "https://files.pythonhosted.org/packages/bb/91/7abc79a64ff92dcca8dfa37710a666ebfbd14bc4568e54729fe655577f1a/pcalg-0.1.1.tar.gz"
            }
        ],
        "0.1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "61f5dd35f46003d33b9609befea22655",
                    "sha256": "190ff361705a3dda3fd6d3692acfa0d56a88910d45869a428d225007161c462f"
                },
                "downloads": -1,
                "filename": "pcalg-0.1.2.tar.gz",
                "has_sig": false,
                "md5_digest": "61f5dd35f46003d33b9609befea22655",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4663,
                "upload_time": "2015-06-24T08:00:24",
                "url": "https://files.pythonhosted.org/packages/d5/d2/d52274aa18e53bbc0849532c1756df0d44e6f5186b2c2a33bc2036024b9e/pcalg-0.1.2.tar.gz"
            }
        ],
        "0.1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "adc560c63946446fc0683f46d8085d51",
                    "sha256": "5c6e19d1faec2062845a67e43824014364fc9b62b22619e375eec7590b6d679e"
                },
                "downloads": -1,
                "filename": "pcalg-0.1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "adc560c63946446fc0683f46d8085d51",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4796,
                "upload_time": "2015-06-25T10:39:53",
                "url": "https://files.pythonhosted.org/packages/53/da/bcf9c6b0e2ad2c57255e18d01e4fae5f37ce48195469b3877fbe28608021/pcalg-0.1.3.tar.gz"
            }
        ],
        "0.1.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d249a6dc73685e031d8047607e47398f",
                    "sha256": "bd80a68521ebcd05c7de853980cf26db695e2a36eb59a7c8c9775503b83a91c6"
                },
                "downloads": -1,
                "filename": "pcalg-0.1.4.tar.gz",
                "has_sig": false,
                "md5_digest": "d249a6dc73685e031d8047607e47398f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4812,
                "upload_time": "2015-08-24T11:48:25",
                "url": "https://files.pythonhosted.org/packages/97/62/0fd379d2a406b550067b0db06701c1f21cd754c6647f1e8e94cf3832b3a9/pcalg-0.1.4.tar.gz"
            }
        ],
        "0.1.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2e9ecb73c5364f2964e38b2ab36ba8aa",
                    "sha256": "70e0d387ae0a781489eda627f0e4e6614e444604e9af7cbad51bfed90a58bd30"
                },
                "downloads": -1,
                "filename": "pcalg-0.1.5.tar.gz",
                "has_sig": false,
                "md5_digest": "2e9ecb73c5364f2964e38b2ab36ba8aa",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4959,
                "upload_time": "2017-03-06T17:10:10",
                "url": "https://files.pythonhosted.org/packages/90/26/0c00754a3ac3e1954c854f7b1d9057f57bddcab5683b39e55b4a6a59ad2d/pcalg-0.1.5.tar.gz"
            }
        ],
        "0.1.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "11cac61f05fb2c684aa456e76a73b495",
                    "sha256": "75daf27c798b5d19d0189482599e8055cfeb99041c671b13e1560d0ccc69202a"
                },
                "downloads": -1,
                "filename": "pcalg-0.1.6.tar.gz",
                "has_sig": false,
                "md5_digest": "11cac61f05fb2c684aa456e76a73b495",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5038,
                "upload_time": "2017-12-11T01:17:16",
                "url": "https://files.pythonhosted.org/packages/10/63/786eb5437abcd25bac796f58f1d59919ad85a646a725d515517584124419/pcalg-0.1.6.tar.gz"
            }
        ],
        "0.1.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2e7937aa01136acd37c77a6023c4a00a",
                    "sha256": "018c810181e4a562e9e6381360650825f337362a883da4152c86324dcbac9a08"
                },
                "downloads": -1,
                "filename": "pcalg-0.1.7.tar.gz",
                "has_sig": false,
                "md5_digest": "2e7937aa01136acd37c77a6023c4a00a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5123,
                "upload_time": "2018-09-10T08:57:42",
                "url": "https://files.pythonhosted.org/packages/62/a1/7800338f1a2486bc5ac095938f5fef305a2495305f22f22d2e78ef8e0879/pcalg-0.1.7.tar.gz"
            }
        ],
        "0.1.8": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "eae53c1b9d54ff450f9c9745b97188cf",
                    "sha256": "d842716b459f7f065a15337b5f299bf0dd7b6e95cc8f2f3b43d3fd8d863d704c"
                },
                "downloads": -1,
                "filename": "pcalg-0.1.8.tar.gz",
                "has_sig": false,
                "md5_digest": "eae53c1b9d54ff450f9c9745b97188cf",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5163,
                "upload_time": "2019-01-08T08:14:45",
                "url": "https://files.pythonhosted.org/packages/91/be/1ccc09d00d9c841fbdd63b83aabf6f7a50a5e244b1ff25635f8dd6cbf2f9/pcalg-0.1.8.tar.gz"
            }
        ],
        "0.1.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f53e834f1617d11d3e2a5e993d5fcb34",
                    "sha256": "470dbdbaa7034d3ad06469b5ba713d1951b5eb42c351a0d00256d91544ec3666"
                },
                "downloads": -1,
                "filename": "pcalg-0.1.9.tar.gz",
                "has_sig": false,
                "md5_digest": "f53e834f1617d11d3e2a5e993d5fcb34",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 5192,
                "upload_time": "2019-02-05T05:18:58",
                "url": "https://files.pythonhosted.org/packages/71/06/ccaaf78849897690fba8e18c77d6853d57cc4fcaab3eb128f233f030a93c/pcalg-0.1.9.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "f53e834f1617d11d3e2a5e993d5fcb34",
                "sha256": "470dbdbaa7034d3ad06469b5ba713d1951b5eb42c351a0d00256d91544ec3666"
            },
            "downloads": -1,
            "filename": "pcalg-0.1.9.tar.gz",
            "has_sig": false,
            "md5_digest": "f53e834f1617d11d3e2a5e993d5fcb34",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 5192,
            "upload_time": "2019-02-05T05:18:58",
            "url": "https://files.pythonhosted.org/packages/71/06/ccaaf78849897690fba8e18c77d6853d57cc4fcaab3eb128f233f030a93c/pcalg-0.1.9.tar.gz"
        }
    ]
}