{
    "info": {
        "author": "Paul Miles",
        "author_email": "prmiles@ncsu.edu",
        "bugtrack_url": null,
        "classifiers": [
            "Framework :: IPython",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.6",
            "Topic :: Scientific/Engineering"
        ],
        "description": "`pymcmcstat`\n============\n\n|docs| |build| |coverage| |license| |zenodo| |joss| |pypi| |pyversion|\n\nThe `pymcmcstat <https://github.com/prmiles/pymcmcstat/wiki>`__ package is a Python program for running Markov Chain Monte Carlo (MCMC) simulations.\nIncluded in this package is the ability to use different Metropolis based sampling techniques:\n\n* Metropolis-Hastings (MH): Primary sampling method.\n* Adaptive-Metropolis (AM): Adapts covariance matrix at specified intervals.\n* Delayed-Rejection (DR): Delays rejection by sampling from a narrower distribution.  Capable of `n`-stage delayed rejection.\n* Delayed Rejection Adaptive Metropolis (DRAM): DR + AM\n\nThis package is an adaptation of the MATLAB toolbox `mcmcstat <http://helios.fmi.fi/~lainema/mcmc/>`_.  The user interface is designed to be as similar to the MATLAB version as possible, but this implementation has taken advantage of certain data structure concepts more amenable to Python.  \n\nNote, advanced plotting routines are available in the `mcmcplot <https://prmiles.wordpress.ncsu.edu/codes/python-packages/mcmcplot/>`__ package.  Many plotting features are directly available within `pymcmcstat <https://github.com/prmiles/pymcmcstat/wiki>`__, but some user's may find `mcmcplot <https://prmiles.wordpress.ncsu.edu/codes/python-packages/mcmcplot/>`__ useful.\n\nInstallation\n============\n\nThis code can be found on the `Github project page <https://github.com/prmiles/pymcmcstat>`_.  This package is available on the PyPI distribution site and the latest version can be installed via\n\n::\n\n    pip install pymcmcstat\n\nThe master branch on Github typically matches the latest version on the PyPI distribution site.  To install the master branch directly from Github,\n\n::\n\n    pip install git+https://github.com/prmiles/pymcmcstat.git\n\nYou can also clone the repository and run ``python  setup.py install``.\n\nGetting Started\n===============\n\n- `Tutorial notebooks <https://github.com/prmiles/pymcmcstat_examples>`_\n- `Documentation <http://pymcmcstat.readthedocs.io/>`_\n- `Release history <https://github.com/prmiles/pymcmcstat/blob/master/CHANGELOG.rst>`_\n- `Contributing guidelines <https://github.com/prmiles/pymcmcstat/blob/master/CONTRIBUTING.rst>`_\n\nLicense\n=======\n\n`MIT <https://github.com/prmiles/pymcmcstat/blob/master/LICENSE.txt>`_\n\nContributors\n============\n\nSee the `GitHub contributor page <https://github.com/prmiles/pymcmcstat/graphs/contributors>`_\n\nCiting pymcmcstat\n=================\n\nMiles, (2019). pymcmcstat: A Python Package for Bayesian Inference Using Delayed Rejection Adaptive Metropolis. Journal of Open Source Software, 4(38), 1417, https://doi.org/10.21105/joss.01417\n\nAlso, please cite the appropriate `Zenodo archive <https://zenodo.org/badge/latestdoi/107596954>`_ for the version of `pymcmcstat` that you are using.\n\nFeedback\n========\n\n- `Feature Request <https://github.com/prmiles/pymcmcstat/issues/new?template=feature_request.md>`_\n- `Bug Report <https://github.com/prmiles/pymcmcstat/issues/new?template=bug_report.md>`_\n\nSponsor\n=======\nThis work was sponsored in part by the NNSA Office of Defense Nuclear Nonproliferation R&D through the Consortium for Nonproliferation Enabling Capabilities.\n\n|cnec|\n\n\n.. |docs| image:: https://readthedocs.org/projects/pymcmcstat/badge/?version=latest\n    :target: https://pymcmcstat.readthedocs.io/en/latest/?badge=latest\n\n.. |build| image:: https://travis-ci.org/prmiles/pymcmcstat.svg?branch=master\n    :target: https://travis-ci.org/prmiles/pymcmcstat\n\n.. |license| image:: https://img.shields.io/badge/License-MIT-yellow.svg\n    :target: https://github.com/prmiles/pymcmcstat/blob/master/LICENSE.txt\n\n.. |coverage| image:: https://coveralls.io/repos/github/prmiles/pymcmcstat/badge.svg\n    :target: https://coveralls.io/github/prmiles/pymcmcstat\n\n.. |zenodo| image:: https://zenodo.org/badge/107596954.svg\n    :target: https://zenodo.org/badge/latestdoi/107596954\n\n.. |pypi| image:: https://img.shields.io/pypi/v/pymcmcstat.svg\n    :target: https://pypi.org/project/pymcmcstat/\n\n.. |pyversion| image:: https://img.shields.io/pypi/pyversions/pymcmcstat.svg\n    :target: https://pypi.org/project/pymcmcstat/\n\n.. |cnec| image:: https://raw.githubusercontent.com/prmiles/pymcmcstat/master/doc/cnec-logo.png\n    :target: https://cnec.ncsu.edu/\n\n.. |joss| image:: http://joss.theoj.org/papers/10.21105/joss.01417/status.svg\n    :target: https://doi.org/10.21105/joss.01417\n\n\n",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "https://github.com/prmiles/pymcmcstat",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/prmiles/pymcmcstat",
        "keywords": "",
        "license": "MIT",
        "maintainer": "",
        "maintainer_email": "",
        "name": "pymcmcstat",
        "package_url": "https://pypi.org/project/pymcmcstat/",
        "platform": "",
        "project_url": "https://pypi.org/project/pymcmcstat/",
        "project_urls": {
            "Download": "https://github.com/prmiles/pymcmcstat",
            "Homepage": "https://github.com/prmiles/pymcmcstat"
        },
        "release_url": "https://pypi.org/project/pymcmcstat/1.9.0/",
        "requires_dist": [
            "numpy (>=1.14)",
            "scipy (>=1.0)",
            "mcmcplot (>=1.0.1)",
            "h5py (>=2.7.0)",
            "statsmodels (>=0.9.0)",
            "deprecated (>=1.2.6)",
            "sphinx ; extra == 'docs'",
            "matplotlib ; extra == 'plotting'",
            "seaborn ; extra == 'plotting'"
        ],
        "requires_python": "",
        "summary": "A library to perform MCMC simulations using DRAM",
        "version": "1.9.0"
    },
    "last_serial": 5556931,
    "releases": {
        "1.4.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3d49edc39f6fd51b32597db35c83f0fc",
                    "sha256": "554e70dbb067241295c9f07d6515926b91001c6bde49073112578aced4013552"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.4.0-py2-none-any.whl",
                "has_sig": false,
                "md5_digest": "3d49edc39f6fd51b32597db35c83f0fc",
                "packagetype": "bdist_wheel",
                "python_version": "py2",
                "requires_python": null,
                "size": 114983,
                "upload_time": "2018-07-27T16:47:20",
                "url": "https://files.pythonhosted.org/packages/c9/9c/c7217592bcdbfc7819757d9ee0483590eccd230f6eb5ec376297b4e75729/pymcmcstat-1.4.0-py2-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "f3651201f14b468cad4747cdd3fecd0c",
                    "sha256": "83913ece2794ba0ad069b143bcd8bbca8696bc5237f820e22ef934d0edd2eab3"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.4.0.tar.gz",
                "has_sig": false,
                "md5_digest": "f3651201f14b468cad4747cdd3fecd0c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 86128,
                "upload_time": "2018-07-27T16:47:21",
                "url": "https://files.pythonhosted.org/packages/8b/b9/e50f858aea4ee52ee59130c4310f518828441f3e6cd37f8cf19f88714105/pymcmcstat-1.4.0.tar.gz"
            }
        ],
        "1.5.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "41f3be16a75f5ca6d48fb9a0daad4e07",
                    "sha256": "060ba1dcd6126612be6bdf7906e288117b29e8c9f692b3d1fb7c536a4c8e0c25"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.5.0-py2-none-any.whl",
                "has_sig": false,
                "md5_digest": "41f3be16a75f5ca6d48fb9a0daad4e07",
                "packagetype": "bdist_wheel",
                "python_version": "py2",
                "requires_python": null,
                "size": 115737,
                "upload_time": "2018-07-27T18:00:40",
                "url": "https://files.pythonhosted.org/packages/72/cd/2ac1cb7de8401fcd2112ded95e61b6486d77878311a0d8559b1b61b39a62/pymcmcstat-1.5.0-py2-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "45b793f4610b208cd68764ac630fa623",
                    "sha256": "1a1bb62886b177453aa0af28379c3d27bb7569a0f59572ada6b0cabb930374bc"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.5.0.tar.gz",
                "has_sig": false,
                "md5_digest": "45b793f4610b208cd68764ac630fa623",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 86846,
                "upload_time": "2018-07-27T18:00:41",
                "url": "https://files.pythonhosted.org/packages/02/a9/27ecb7998f3444dd33ef68fe80aec24343f02e71d064b67d2c16f28332e4/pymcmcstat-1.5.0.tar.gz"
            }
        ],
        "1.5.0rc1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a64f169381eb799457f181c2e0eb829a",
                    "sha256": "01d00abae2462fc2967ca3aaa5b418a6eb30fe1179b7c7db942711f725791d88"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.5.0rc1-py2-none-any.whl",
                "has_sig": false,
                "md5_digest": "a64f169381eb799457f181c2e0eb829a",
                "packagetype": "bdist_wheel",
                "python_version": "py2",
                "requires_python": null,
                "size": 112797,
                "upload_time": "2018-07-12T12:35:36",
                "url": "https://files.pythonhosted.org/packages/6c/e4/d40b92ff2bbfa2a2921ff78628141d1017557ded6a15c7129c93f51017c8/pymcmcstat-1.5.0rc1-py2-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "fb33621ff6a5bdbb5af6e25ba6375653",
                    "sha256": "a3ff2335b208da98274bd0090e8941ef9621b31daee963d4ee3ab8a2a5327d8e"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.5.0rc1.tar.gz",
                "has_sig": false,
                "md5_digest": "fb33621ff6a5bdbb5af6e25ba6375653",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 86148,
                "upload_time": "2018-07-12T12:35:37",
                "url": "https://files.pythonhosted.org/packages/15/b7/99d33834691807106bb729c2545ffe2241a493c706910d6aef2928a5cf07/pymcmcstat-1.5.0rc1.tar.gz"
            }
        ],
        "1.5.0rc2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b64c7be263df2f5b2e2df7276ee8fd3d",
                    "sha256": "75978e910d8c1e1c3e52b408ad30341cc2bd2cb831dace56644bcb89b7d8408a"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.5.0rc2-py2-none-any.whl",
                "has_sig": false,
                "md5_digest": "b64c7be263df2f5b2e2df7276ee8fd3d",
                "packagetype": "bdist_wheel",
                "python_version": "py2",
                "requires_python": null,
                "size": 115788,
                "upload_time": "2018-07-27T17:24:16",
                "url": "https://files.pythonhosted.org/packages/70/86/2081f10420b40d47676cdc2ff43d32b8e5e758a299dbc495ba7fd5f97578/pymcmcstat-1.5.0rc2-py2-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "67f917e6e51417c1eca2cac6fc27e63d",
                    "sha256": "e1aea7ae45c64514e4cb3223d65ac03efb4195751560464cbb529caf2c1afa92"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.5.0rc2.tar.gz",
                "has_sig": false,
                "md5_digest": "67f917e6e51417c1eca2cac6fc27e63d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 86853,
                "upload_time": "2018-07-27T17:24:17",
                "url": "https://files.pythonhosted.org/packages/c6/3c/f48aaf1d7198d70a7eb6d7a6960bd8e59e61b297dd8d91de9756820c70cb/pymcmcstat-1.5.0rc2.tar.gz"
            }
        ],
        "1.6.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "0fe66a42c486589eb9a47732c024fb89",
                    "sha256": "73972d6076b9ea78f1cf4b3dbc22fb9ebfd37dba4e21968759bd9893ce48665c"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.6.0-py2-none-any.whl",
                "has_sig": false,
                "md5_digest": "0fe66a42c486589eb9a47732c024fb89",
                "packagetype": "bdist_wheel",
                "python_version": "py2",
                "requires_python": null,
                "size": 121369,
                "upload_time": "2018-08-31T16:31:39",
                "url": "https://files.pythonhosted.org/packages/c0/69/8768f174f9cfb35e92542567a4fb4cd6e648649a9344d42c884597fac9ed/pymcmcstat-1.6.0-py2-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "4654cfbdf3520c6f0ce1a250c20cb63c",
                    "sha256": "1fad879ee0850aae36a98a9327974129de37df2c7bb8ee1e50ac0d3e9ebb2adf"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.6.0.tar.gz",
                "has_sig": false,
                "md5_digest": "4654cfbdf3520c6f0ce1a250c20cb63c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 92063,
                "upload_time": "2018-08-31T16:31:40",
                "url": "https://files.pythonhosted.org/packages/a7/61/ae80d815c5f81085f6d812c8f73ad7fc2a9252213a47738b3ba548108d51/pymcmcstat-1.6.0.tar.gz"
            }
        ],
        "1.7.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4d35770b232c0f18d285693f6e32b89d",
                    "sha256": "27237060da5d3be5ce59173474cc4767823e1782f707af3cb0d68cd3cd1ccf1c"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.7.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "4d35770b232c0f18d285693f6e32b89d",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 120253,
                "upload_time": "2019-04-05T22:13:57",
                "url": "https://files.pythonhosted.org/packages/4b/d9/6f1c34cdb2bbdcb66c05c6700372c18905d6547496a6311b6f0b11ad974c/pymcmcstat-1.7.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "ea58c69ef3b896ae97fcb917d2c3802f",
                    "sha256": "0eba6844ce526a0a7e24042e559a66cf45920a9ce63e2ab444bded317665d9b6"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.7.0.tar.gz",
                "has_sig": false,
                "md5_digest": "ea58c69ef3b896ae97fcb917d2c3802f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 93232,
                "upload_time": "2019-04-05T22:13:58",
                "url": "https://files.pythonhosted.org/packages/43/dd/0aa80172fc13dcfc30cb7648c9bb4e7bff878ed858fed809403af03a8bb4/pymcmcstat-1.7.0.tar.gz"
            }
        ],
        "1.7.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "af7026e7ca59f7aca862c7bac0b71e63",
                    "sha256": "4eeef8f6f28558ffa177584c03b766041c95fc5ff23b93ff7403152adb6deabe"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.7.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "af7026e7ca59f7aca862c7bac0b71e63",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 120374,
                "upload_time": "2019-05-13T15:19:11",
                "url": "https://files.pythonhosted.org/packages/0d/c3/e2781e48d799c5639378d38d14fee7f6d222014d1aeeaf447a4224697e42/pymcmcstat-1.7.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "4be4b512a3f1a0fd0fc08fd9b71548dd",
                    "sha256": "ccedbeaa1e9efe5d04220d6ebc1c42f434faa22ae4b17570bc81378bbe1021d8"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.7.1.tar.gz",
                "has_sig": false,
                "md5_digest": "4be4b512a3f1a0fd0fc08fd9b71548dd",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 93451,
                "upload_time": "2019-05-13T15:19:13",
                "url": "https://files.pythonhosted.org/packages/4a/c2/e207372328ac6cd8b97af472026e99eac5504280b1ec9fc22ee6dd84e10b/pymcmcstat-1.7.1.tar.gz"
            }
        ],
        "1.8.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d71d05e63bb4b13670abdf439a4dce09",
                    "sha256": "866c393e24e6cf0c1e98c8c878054b848426eed53b9601f23ff0de92db947a96"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.8.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "d71d05e63bb4b13670abdf439a4dce09",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 126402,
                "upload_time": "2019-06-28T17:49:55",
                "url": "https://files.pythonhosted.org/packages/e6/e5/f9bc0411ea12d49ee439eed4486cf7cce1a6103b9461d22d66d90208d4d8/pymcmcstat-1.8.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "0e52c411a82f0e395d7e8437d988408e",
                    "sha256": "0ee38595ef8ed8318afad726a8cfc15b4f5ab23a80b934abf5f6ef1f5be32b3a"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.8.0.tar.gz",
                "has_sig": false,
                "md5_digest": "0e52c411a82f0e395d7e8437d988408e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 98105,
                "upload_time": "2019-06-28T17:49:57",
                "url": "https://files.pythonhosted.org/packages/7c/c0/46a2e45bcf80bbb8bf899165e498af29d560ff35c7822b3af65977fd0a8b/pymcmcstat-1.8.0.tar.gz"
            }
        ],
        "1.9.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "086036fd561aec914cd216750b8379d2",
                    "sha256": "52e810ca86541fc350df54d9c922e2c7b883722a88a06c567e55aaef137f9740"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.9.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "086036fd561aec914cd216750b8379d2",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 135877,
                "upload_time": "2019-07-19T14:57:26",
                "url": "https://files.pythonhosted.org/packages/aa/0d/3862618c77168e3895a4dfa06e529ecfe5fbaf2e06f1fab08a4adb765bd0/pymcmcstat-1.9.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "467422c9370e8b653c4ef211fc0e2beb",
                    "sha256": "37ce273076656b8ddf67c116984a64622c001d9afeda94a2d11681159a390e91"
                },
                "downloads": -1,
                "filename": "pymcmcstat-1.9.0.tar.gz",
                "has_sig": false,
                "md5_digest": "467422c9370e8b653c4ef211fc0e2beb",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 107424,
                "upload_time": "2019-07-19T14:57:27",
                "url": "https://files.pythonhosted.org/packages/1a/2e/b40216160b548a23d0d76d1d567d48a4f8a76453eab02ce1e0a4a9ba8c64/pymcmcstat-1.9.0.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "086036fd561aec914cd216750b8379d2",
                "sha256": "52e810ca86541fc350df54d9c922e2c7b883722a88a06c567e55aaef137f9740"
            },
            "downloads": -1,
            "filename": "pymcmcstat-1.9.0-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "086036fd561aec914cd216750b8379d2",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 135877,
            "upload_time": "2019-07-19T14:57:26",
            "url": "https://files.pythonhosted.org/packages/aa/0d/3862618c77168e3895a4dfa06e529ecfe5fbaf2e06f1fab08a4adb765bd0/pymcmcstat-1.9.0-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "467422c9370e8b653c4ef211fc0e2beb",
                "sha256": "37ce273076656b8ddf67c116984a64622c001d9afeda94a2d11681159a390e91"
            },
            "downloads": -1,
            "filename": "pymcmcstat-1.9.0.tar.gz",
            "has_sig": false,
            "md5_digest": "467422c9370e8b653c4ef211fc0e2beb",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 107424,
            "upload_time": "2019-07-19T14:57:27",
            "url": "https://files.pythonhosted.org/packages/1a/2e/b40216160b548a23d0d76d1d567d48a4f8a76453eab02ce1e0a4a9ba8c64/pymcmcstat-1.9.0.tar.gz"
        }
    ]
}