{
    "info": {
        "author": "Ronald Pereira",
        "author_email": "ronald.drp11@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
            "Operating System :: OS Independent",
            "Programming Language :: Python :: 3"
        ],
        "description": "# PULib - Positive Unlabeled Library (Python 3)\n\nPositive-Negative-Unlabeled machine learning library made with Python 3\n\n- Can be used for train and test data PNU fit\n- Can be used for model comparison (between Logistic Regression models and Positive-Negative-Unlabeled models, for example)\n\n## Installation\n\nInstall this package using:\n\n```bash\npip install pulib\n```\n\n\n",
        "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/ronaldpereira/pulib",
        "keywords": "",
        "license": "",
        "maintainer": "",
        "maintainer_email": "",
        "name": "pulib",
        "package_url": "https://pypi.org/project/pulib/",
        "platform": "",
        "project_url": "https://pypi.org/project/pulib/",
        "project_urls": {
            "Homepage": "https://github.com/ronaldpereira/pulib"
        },
        "release_url": "https://pypi.org/project/pulib/1.0.4/",
        "requires_dist": null,
        "requires_python": "",
        "summary": "Positive-Unlabeled machine learning package",
        "version": "1.0.4"
    },
    "last_serial": 4442680,
    "releases": {
        "0.0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "ccf5776fc33f792e1b27a7f73c99bd9e",
                    "sha256": "289f219c219424ee82ae9b70be93961974db6cb4e5aaac4bafd0fd0f4e34e340"
                },
                "downloads": -1,
                "filename": "pulib-0.0.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "ccf5776fc33f792e1b27a7f73c99bd9e",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 1413,
                "upload_time": "2018-08-09T19:03:32",
                "url": "https://files.pythonhosted.org/packages/8f/09/35aac33236e30c41eba97310159102926451e14b9c18200ce2a71caf3ef7/pulib-0.0.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "8f0a4f98ff1556f5e8e9a5df4a4460ac",
                    "sha256": "04bdb1b6aa96e77f12c19f9a07d9478e84d9ded73718f4f2293ed51444c00dc2"
                },
                "downloads": -1,
                "filename": "pulib-0.0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "8f0a4f98ff1556f5e8e9a5df4a4460ac",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1093,
                "upload_time": "2018-08-09T19:03:34",
                "url": "https://files.pythonhosted.org/packages/23/02/3df7d522de304856c758d7b1aaa3176c5c5e634bb1c2b14f00b2988533f2/pulib-0.0.1.tar.gz"
            }
        ],
        "0.0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4074c8cbc237cf72648c9d547778c8ea",
                    "sha256": "7e9c83ca1800fd4c63404c7730cbf61a085b025490b5cdc6e4f4ad391dc2ba1d"
                },
                "downloads": -1,
                "filename": "pulib-0.0.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "4074c8cbc237cf72648c9d547778c8ea",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 1871,
                "upload_time": "2018-08-09T20:05:53",
                "url": "https://files.pythonhosted.org/packages/cf/70/70fc0ae98a6ca1383f35e5bb6b665490369c6131f375416b6dfa0bef5f90/pulib-0.0.2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "8e711d184731323d87e580b69a44eb25",
                    "sha256": "bd58c8d5fb11bd19282b2bf87ef476b5f2c18201b698dbb859e41920d1093dca"
                },
                "downloads": -1,
                "filename": "pulib-0.0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "8e711d184731323d87e580b69a44eb25",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1539,
                "upload_time": "2018-08-09T20:05:54",
                "url": "https://files.pythonhosted.org/packages/a5/ad/6e24ab8bd81513b92c5d6a04a971d35f6b4b0027d9e9ab29980a359e7728/pulib-0.0.2.tar.gz"
            }
        ],
        "0.1.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "df2e9a1600a7525473572bd6f91e70f7",
                    "sha256": "ee80b97e886d9b31e251069746d5cc3a5adfc27b9c6c5f6056407d6bc3607c05"
                },
                "downloads": -1,
                "filename": "pulib-0.1.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "df2e9a1600a7525473572bd6f91e70f7",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 2206,
                "upload_time": "2018-08-11T16:53:30",
                "url": "https://files.pythonhosted.org/packages/c1/9c/385db17df8ce5f7f7b713c9972f917d5c793de70d8a7784a4da2fe312978/pulib-0.1.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "85629552bcc3dd0bef7817bba3d00b9c",
                    "sha256": "d75caa2c4ebfe206da2a3a8032c03835781223435a763b2e546ec177051eaaca"
                },
                "downloads": -1,
                "filename": "pulib-0.1.0.tar.gz",
                "has_sig": false,
                "md5_digest": "85629552bcc3dd0bef7817bba3d00b9c",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1754,
                "upload_time": "2018-08-11T16:53:31",
                "url": "https://files.pythonhosted.org/packages/7a/9d/80c3f1b5dc890cc6973dcfd9c7cdee30710c9ddde0f0cce83595ac17595c/pulib-0.1.0.tar.gz"
            }
        ],
        "0.1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "653b631ec8718ac9d804863f62631b5e",
                    "sha256": "e072972e2dc6774620d9d7204fedcb3388044db8c13e04de0c8bff184af8e0c1"
                },
                "downloads": -1,
                "filename": "pulib-0.1.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "653b631ec8718ac9d804863f62631b5e",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 2292,
                "upload_time": "2018-08-18T13:12:58",
                "url": "https://files.pythonhosted.org/packages/02/37/0d9d51f336a9fb985bc5875f46ce650a0495665db1e96bc78af48c7219a0/pulib-0.1.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "d0fc4882d893dada4261af5fecf7b954",
                    "sha256": "cc526ee76bca31a1ee50676d111874924d6918843031f183daed51e09818a939"
                },
                "downloads": -1,
                "filename": "pulib-0.1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "d0fc4882d893dada4261af5fecf7b954",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1848,
                "upload_time": "2018-08-18T13:12:59",
                "url": "https://files.pythonhosted.org/packages/f1/11/d6e39ee279bad6b74861ad7a0956b284c87d250abb3cd5a312128f04b980/pulib-0.1.1.tar.gz"
            }
        ],
        "1.0.0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "820ccaa6f1033cda5ec3bac8c9625d72",
                    "sha256": "204347fc4c70138d6b6ad0ce248c4eded60a80d1938ecbea4e6124c8a4f29939"
                },
                "downloads": -1,
                "filename": "pulib-1.0.0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "820ccaa6f1033cda5ec3bac8c9625d72",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 2293,
                "upload_time": "2018-08-18T13:15:25",
                "url": "https://files.pythonhosted.org/packages/60/3b/c040f0d5590cbb20c595e06ef610572505b9f907e11c21740ad935bdef43/pulib-1.0.0-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "44270f9abc0a0da38ad86c76a38320b9",
                    "sha256": "0c336ed880a9d9a3f2f2a2e700a53f9f587d9b256b6e6c7cb42a457995a1243e"
                },
                "downloads": -1,
                "filename": "pulib-1.0.0.tar.gz",
                "has_sig": false,
                "md5_digest": "44270f9abc0a0da38ad86c76a38320b9",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1847,
                "upload_time": "2018-08-18T13:15:26",
                "url": "https://files.pythonhosted.org/packages/5f/4d/cf9fac9e2083d72c46f931f36439a51b2890daaa0e204bcc99a045a09821/pulib-1.0.0.tar.gz"
            }
        ],
        "1.0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f1cd4d6473142f1cc7adbd58766a045a",
                    "sha256": "e95c1c548dd5ea9957ffbbec13cf4ae0151fb3ee29494cd106f36f052c1b8d3c"
                },
                "downloads": -1,
                "filename": "pulib-1.0.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "f1cd4d6473142f1cc7adbd58766a045a",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 2255,
                "upload_time": "2018-10-12T15:19:36",
                "url": "https://files.pythonhosted.org/packages/57/39/47802b0b6723d00610cee24c28747c63b0594b7da13b3731606a096d786b/pulib-1.0.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "19087ab24555d13241da06ad410d0c2e",
                    "sha256": "8b7cbd6829a45513a9699541f395f9d95bd1549dd372c2e0c9cf8d5d53cf53ec"
                },
                "downloads": -1,
                "filename": "pulib-1.0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "19087ab24555d13241da06ad410d0c2e",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1819,
                "upload_time": "2018-10-12T15:19:37",
                "url": "https://files.pythonhosted.org/packages/4e/e9/45cda12c439c45801f2972c85c544def2edeb0ea3e689a8ce5b1c602dc2b/pulib-1.0.1.tar.gz"
            }
        ],
        "1.0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "73e90f5ab1f60626885f3b6c448dee8a",
                    "sha256": "28e27bd0e9fb8ca53ffff941f66a03c59eb6bb1cff3f9f4a45ddc49eee9e2fe3"
                },
                "downloads": -1,
                "filename": "pulib-1.0.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "73e90f5ab1f60626885f3b6c448dee8a",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 2336,
                "upload_time": "2018-10-12T15:36:54",
                "url": "https://files.pythonhosted.org/packages/df/96/a7b35a4b4b5d68bc0f470baf9e543cb62923d4b819f577a1fc2049f0481c/pulib-1.0.2-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "b0bff7a46c796623cebaf65b96291975",
                    "sha256": "15262b26c7b3a7331c22a1cc4980cc85b4b21ddce2a3e20b4737f2e354bca16e"
                },
                "downloads": -1,
                "filename": "pulib-1.0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "b0bff7a46c796623cebaf65b96291975",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1887,
                "upload_time": "2018-10-12T15:36:55",
                "url": "https://files.pythonhosted.org/packages/b3/3c/82ea005228f7c5a5e24e3f4523ae87771c936415ed0c44e4fc4b77674db5/pulib-1.0.2.tar.gz"
            }
        ],
        "1.0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8db68213e35abdf240eafdaf374e0b08",
                    "sha256": "390004abdef4865c86328bb08e10ee9a2450332d5237fc1fe4ab9f3b31cfb740"
                },
                "downloads": -1,
                "filename": "pulib-1.0.3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "8db68213e35abdf240eafdaf374e0b08",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 2378,
                "upload_time": "2018-10-12T15:40:56",
                "url": "https://files.pythonhosted.org/packages/cc/9e/cc575abef30e6bfa77d62a3786338525c739b70460d8bbb5e0bd6e82c326/pulib-1.0.3-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "90cfec1b9578cd3569a8423fcc28b074",
                    "sha256": "c3aacf31ed8726e52a21bb6e8c12233f58f0d8d4d6ad6aa4055e720e3df0b8e5"
                },
                "downloads": -1,
                "filename": "pulib-1.0.3.tar.gz",
                "has_sig": false,
                "md5_digest": "90cfec1b9578cd3569a8423fcc28b074",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1945,
                "upload_time": "2018-10-12T15:40:57",
                "url": "https://files.pythonhosted.org/packages/40/54/f81bd3e55f1fc7650bed017ded7717e3a44b90b5eccfb3f78a9000face70/pulib-1.0.3.tar.gz"
            }
        ],
        "1.0.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2ed046a1db30ea0a35080c592396179e",
                    "sha256": "ea623bc2c42fb953ac6fc81e7982d6f55d4343795bb91fd498142f220adbb981"
                },
                "downloads": -1,
                "filename": "pulib-1.0.4-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "2ed046a1db30ea0a35080c592396179e",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 2378,
                "upload_time": "2018-11-01T23:15:29",
                "url": "https://files.pythonhosted.org/packages/6b/35/344c6021104084d8633c846504611c0fb6159158e66fe9c67e483883b653/pulib-1.0.4-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "569ed83830b22bf3663fb048e554bbd8",
                    "sha256": "1c1a9845dfee566e78693a1c4a341cec00ed9d3a4c5350dc83c30845c97890a0"
                },
                "downloads": -1,
                "filename": "pulib-1.0.4.tar.gz",
                "has_sig": false,
                "md5_digest": "569ed83830b22bf3663fb048e554bbd8",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1947,
                "upload_time": "2018-11-01T23:15:30",
                "url": "https://files.pythonhosted.org/packages/dc/88/7dfe5bb79f6ab174ba22369822750b2600329de148909b76e348ed5cd06c/pulib-1.0.4.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "2ed046a1db30ea0a35080c592396179e",
                "sha256": "ea623bc2c42fb953ac6fc81e7982d6f55d4343795bb91fd498142f220adbb981"
            },
            "downloads": -1,
            "filename": "pulib-1.0.4-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "2ed046a1db30ea0a35080c592396179e",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 2378,
            "upload_time": "2018-11-01T23:15:29",
            "url": "https://files.pythonhosted.org/packages/6b/35/344c6021104084d8633c846504611c0fb6159158e66fe9c67e483883b653/pulib-1.0.4-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "569ed83830b22bf3663fb048e554bbd8",
                "sha256": "1c1a9845dfee566e78693a1c4a341cec00ed9d3a4c5350dc83c30845c97890a0"
            },
            "downloads": -1,
            "filename": "pulib-1.0.4.tar.gz",
            "has_sig": false,
            "md5_digest": "569ed83830b22bf3663fb048e554bbd8",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 1947,
            "upload_time": "2018-11-01T23:15:30",
            "url": "https://files.pythonhosted.org/packages/dc/88/7dfe5bb79f6ab174ba22369822750b2600329de148909b76e348ed5cd06c/pulib-1.0.4.tar.gz"
        }
    ]
}