{
    "info": {
        "author": "Joe Singleton",
        "author_email": "joesingo@gmail.com",
        "bugtrack_url": null,
        "classifiers": [],
        "description": "# truthdiscovery\n\n[![Build Status](https://travis-ci.com/joesingo/truthdiscovery.svg?branch=master)](https://travis-ci.com/joesingo/truthdiscovery)\n[![Documentation Status](https://readthedocs.org/projects/truthdiscovery/badge/?version=latest)](https://truthdiscovery.readthedocs.io/en/latest/?badge=latest)\n\n`truthdiscovery` is a Python3 library that implements various truth discovery\nalgorithms.\n\nA truth discovery problem consists of\n\n* a number of *sources*\n* a number of *objects*\n* for each source, a set of *claims* made by the source, with each claim\n  relating to a distinct object\n\nAn object may be associated with multiple (conflicting) claims from different\nsources, in which case it is not clear up front which is the true claim. It is\ntypically assumed that there is only one true claim for each object.\n\nTruth discovery addresses this by using the network of sources, claims and\nobjects to determine the *trustworthiness* of sources, the *belief* in each\nclaim, and the true claim for each object.\n\nThe general principle for most algorithms is that trustworthy sources make\nbelievably claims, and believable claims are made my trustworthy sources.\n\nMost approaches are *unsupervised*, in that they do not use any prior knowledge\nfor the trustworthiness of sources etc.\n\n## Installation\n\nThis package can be installed from PyPi with `pip` (using Python 3). It is\nrecommended to work in a\n[virtualenv](https://docs.python.org/3/tutorial/venv.html) to avoid conflicts\nwith globally-installed packages:\n\n```\n$ python3 -m venv venv\n$ source venv/bin/activate\n$ pip install truthdiscovery\n```\n\n## Usage and documentation\n\nSee the [full documentation on readthedocs](https://truthdiscovery.readthedocs.io/en/latest/index.html).",
        "description_content_type": "text/markdown",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/joesingo/truthdiscovery",
        "keywords": "",
        "license": "",
        "maintainer": "",
        "maintainer_email": "",
        "name": "truthdiscovery",
        "package_url": "https://pypi.org/project/truthdiscovery/",
        "platform": "",
        "project_url": "https://pypi.org/project/truthdiscovery/",
        "project_urls": {
            "Homepage": "https://github.com/joesingo/truthdiscovery"
        },
        "release_url": "https://pypi.org/project/truthdiscovery/1.0.3/",
        "requires_dist": null,
        "requires_python": ">=3.5",
        "summary": "Python3 library implementing a selection of truth discovery algorithms",
        "version": "1.0.3"
    },
    "last_serial": 5932660,
    "releases": {
        "1.0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b8be53502994645c283257cd51ea6245",
                    "sha256": "c0d789e98f14ff4c2cb928883eee776ec3be2ad78a4b9c5df7221583e2ed791a"
                },
                "downloads": -1,
                "filename": "truthdiscovery-1.0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "b8be53502994645c283257cd51ea6245",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 57748,
                "upload_time": "2019-10-05T13:32:20",
                "url": "https://files.pythonhosted.org/packages/e0/d8/96068ab55b4369aaaa72eb87b580ef9f85dfdcc175f935cff34036625762/truthdiscovery-1.0.1.tar.gz"
            }
        ],
        "1.0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "800dd94ce195d32754d5e187960d49ec",
                    "sha256": "79735ecf680c28c475bae50857caa2ed34243f656dbf2f207a5e1d1cd80a73d4"
                },
                "downloads": -1,
                "filename": "truthdiscovery-1.0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "800dd94ce195d32754d5e187960d49ec",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 1732295,
                "upload_time": "2019-10-05T17:22:25",
                "url": "https://files.pythonhosted.org/packages/22/70/d9b4bbcc89b9d10cd7f5a4848f8585e7db6da6d9f01bee3be9cb7f048e78/truthdiscovery-1.0.2.tar.gz"
            }
        ],
        "1.0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "aba505a9f5730e5ee80bfa4a308321ac",
                    "sha256": "63225270569345285cc76059b0759847b3a4ee1bbc854fd602113ccfd7c3c0bd"
                },
                "downloads": -1,
                "filename": "truthdiscovery-1.0.3.tar.gz",
                "has_sig": false,
                "md5_digest": "aba505a9f5730e5ee80bfa4a308321ac",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.5",
                "size": 1732331,
                "upload_time": "2019-10-05T17:32:56",
                "url": "https://files.pythonhosted.org/packages/4e/17/b1ef851b62fcf4a085c01db2420cff05503ed90b43be773bbc4597bdaa16/truthdiscovery-1.0.3.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "aba505a9f5730e5ee80bfa4a308321ac",
                "sha256": "63225270569345285cc76059b0759847b3a4ee1bbc854fd602113ccfd7c3c0bd"
            },
            "downloads": -1,
            "filename": "truthdiscovery-1.0.3.tar.gz",
            "has_sig": false,
            "md5_digest": "aba505a9f5730e5ee80bfa4a308321ac",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.5",
            "size": 1732331,
            "upload_time": "2019-10-05T17:32:56",
            "url": "https://files.pythonhosted.org/packages/4e/17/b1ef851b62fcf4a085c01db2420cff05503ed90b43be773bbc4597bdaa16/truthdiscovery-1.0.3.tar.gz"
        }
    ]
}