{
    "info": {
        "author": "Elena Sharova",
        "author_email": "UNKNOWN",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 2.7",
            "Topic :: Scientific/Engineering :: Mathematics"
        ],
        "description": "===============\nsamplepy 1.0.11\n===============\n\n**samplepy** implements three sampling methods for univariate distributions. The package includes:\n\n- Importance sampling: **samplepy.Importance**\n- Rejection sampling: **samplepy.Rejection**\n- Metropolis-Hastings sampling: **samplepy.MH**\n\nExamples:\n=========\n\n.. code:: python\n\n from samplepy import Rejection\n import matplotlib.pyplot as plt\n import numpy as np\n\n \"\"\"\n Rejection sampling example from 2 different functions\n \"\"\"\n # define a unimodal function to sample under\n f = lambda x: 2.0*np.exp(-2.0*x)\n rej = Rejection(f, [0.01, 3.0])  # instantiate Rejection sampling with f and interval\n sample = rej.sample(10000, 1)    # create a sample of 10K points\n\n x = np.arange(0.01, 3.0, (3.0-0.01)/10000)\n fx = f(x)\n\n figure, axis = plt.subplots()\n axis.hist(sample, normed=1, bins=40)\n axis2 = axis.twinx()\n axis2.plot(x, fx, 'g', label=\"f(x)=2.0*exp(-2*x)\")\n plt.legend(loc=1)\n plt.show()\n\nMore examples and package documentation can be found at <https://github.com/elena-sharova/samplepy/blob/master/README.rst>\n\nInstallation\n===============\n\n::\n\n    pip install samplepy",
        "description_content_type": null,
        "docs_url": null,
        "download_url": "UNKNOWN",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "http://github.com/elena-sharova/samplepy",
        "keywords": "sampling rejection importance Metropolis-Hastings",
        "license": "MIT",
        "maintainer": null,
        "maintainer_email": null,
        "name": "samplepy",
        "package_url": "https://pypi.org/project/samplepy/",
        "platform": "UNKNOWN",
        "project_url": "https://pypi.org/project/samplepy/",
        "project_urls": {
            "Download": "UNKNOWN",
            "Homepage": "http://github.com/elena-sharova/samplepy"
        },
        "release_url": "https://pypi.org/project/samplepy/1.0.11/",
        "requires_dist": null,
        "requires_python": null,
        "summary": "sampling from univariate distributions",
        "version": "1.0.11"
    },
    "last_serial": 2377455,
    "releases": {
        "1.0.10": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7ba46e8e079eab7f4b42b75040c06f6f",
                    "sha256": "4b322da4516c79c9d59228533843134c0d5ca18eb27dccda447134ac6a0928eb"
                },
                "downloads": -1,
                "filename": "samplepy-1.0.10.zip",
                "has_sig": false,
                "md5_digest": "7ba46e8e079eab7f4b42b75040c06f6f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 147455,
                "upload_time": "2016-10-03T12:51:38",
                "url": "https://files.pythonhosted.org/packages/ee/d1/63c4fe5c336b03600a881667a9a610a689ce766e16e34e0253a1638891cf/samplepy-1.0.10.zip"
            }
        ],
        "1.0.11": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "754df59102a5324f1086344b0fccc92f",
                    "sha256": "c739952aab59bd920f8d28e3aa81a2ce310465d114618d7fc3e2927dcdb8b63b"
                },
                "downloads": -1,
                "filename": "samplepy-1.0.11.zip",
                "has_sig": false,
                "md5_digest": "754df59102a5324f1086344b0fccc92f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 147450,
                "upload_time": "2016-10-03T12:53:03",
                "url": "https://files.pythonhosted.org/packages/77/be/186d0ba711a1cc4a46ec6171b1a3d63e6850edf7a61c3591b726cd27d9af/samplepy-1.0.11.zip"
            }
        ],
        "1.0.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "dc93c9d0898c190ea431300adbf0a168",
                    "sha256": "b3109735b659848989fe2ffa03509c438f6f5a730c235ff71b7d14f90773b798"
                },
                "downloads": -1,
                "filename": "samplepy-1.0.9.zip",
                "has_sig": false,
                "md5_digest": "dc93c9d0898c190ea431300adbf0a168",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 147575,
                "upload_time": "2016-10-03T12:48:13",
                "url": "https://files.pythonhosted.org/packages/5b/2e/2905df889f7f59005936f3089b12220837dde68dbd202460149c453d06de/samplepy-1.0.9.zip"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "754df59102a5324f1086344b0fccc92f",
                "sha256": "c739952aab59bd920f8d28e3aa81a2ce310465d114618d7fc3e2927dcdb8b63b"
            },
            "downloads": -1,
            "filename": "samplepy-1.0.11.zip",
            "has_sig": false,
            "md5_digest": "754df59102a5324f1086344b0fccc92f",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 147450,
            "upload_time": "2016-10-03T12:53:03",
            "url": "https://files.pythonhosted.org/packages/77/be/186d0ba711a1cc4a46ec6171b1a3d63e6850edf7a61c3591b726cd27d9af/samplepy-1.0.11.zip"
        }
    ]
}