{
    "info": {
        "author": "Pradeep Reddy Raamana",
        "author_email": "raamana@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Intended Audience :: Science/Research",
            "Operating System :: MacOS",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX",
            "Operating System :: Unix",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3.6",
            "Topic :: Scientific/Engineering",
            "Topic :: Software Development"
        ],
        "description": "Pyradigm: Python-based data structure to improve handling of datasets in machine learning workflows\n\n\n",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://github.com/raamana/pyradigm",
        "keywords": "machine learning,test dataset,python,workflow,provenance,data structure",
        "license": "",
        "maintainer": "",
        "maintainer_email": "",
        "name": "pyradigm",
        "package_url": "https://pypi.org/project/pyradigm/",
        "platform": "",
        "project_url": "https://pypi.org/project/pyradigm/",
        "project_urls": {
            "Homepage": "https://github.com/raamana/pyradigm"
        },
        "release_url": "https://pypi.org/project/pyradigm/0.5.1/",
        "requires_dist": [
            "numpy",
            "setuptools"
        ],
        "requires_python": "",
        "summary": "Python-based data structure to improve handling of datasets in machine learning workflows",
        "version": "0.5.1"
    },
    "last_serial": 5512837,
    "releases": {
        "0.3.0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8c2b6143b2a893c6d136a854c5e4cbf1",
                    "sha256": "00557549cd00bcf26f3ecb61dfffe3790489756134b679011fb1ca7c7181e617"
                },
                "downloads": -1,
                "filename": "pyradigm-0.3.0.3-py2-none-any.whl",
                "has_sig": false,
                "md5_digest": "8c2b6143b2a893c6d136a854c5e4cbf1",
                "packagetype": "bdist_wheel",
                "python_version": "py2",
                "requires_python": null,
                "size": 11636,
                "upload_time": "2017-08-18T13:35:19",
                "url": "https://files.pythonhosted.org/packages/1b/1c/9fe53ec4329bc55c80c3424be50f892374ae3d9ba1974a898fe2ea1ba9d7/pyradigm-0.3.0.3-py2-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "e24137f4756d95944d5dfb1771d66334",
                    "sha256": "be60b420e381ab9b2c576f1964f174242b6a4de065097c793955fd3139939acd"
                },
                "downloads": -1,
                "filename": "pyradigm-0.3.0.3.tar.gz",
                "has_sig": false,
                "md5_digest": "e24137f4756d95944d5dfb1771d66334",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 10051,
                "upload_time": "2017-08-18T13:35:20",
                "url": "https://files.pythonhosted.org/packages/c3/17/946cb3a95147ab2d09cafa89e129ffef8a0fc353962c68ebd76b3f74ce5d/pyradigm-0.3.0.3.tar.gz"
            }
        ],
        "0.4.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "17b463cf6d6fd2e2719bf975eb32c636",
                    "sha256": "93d5f35fdda4c815de28708dbc7cd5d51348c415a53045f59a31758f681fe075"
                },
                "downloads": -1,
                "filename": "pyradigm-0.4.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "17b463cf6d6fd2e2719bf975eb32c636",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 14858,
                "upload_time": "2017-09-05T02:13:48",
                "url": "https://files.pythonhosted.org/packages/67/ad/ba54254da251ddb0993d18978c2a065ebd3a01f602be4e159c28fcd5e4bd/pyradigm-0.4.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "c32dc31601e75f028b95a0607951cb3f",
                    "sha256": "5b49a2e0bb5e4a1842513ea2a772acddc2c704a8df13a5c3781c65372dc817cf"
                },
                "downloads": -1,
                "filename": "pyradigm-0.4.1.tar.gz",
                "has_sig": false,
                "md5_digest": "c32dc31601e75f028b95a0607951cb3f",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 13178,
                "upload_time": "2017-09-05T02:13:49",
                "url": "https://files.pythonhosted.org/packages/c7/ab/461427d38d123dc386521d6fe93439459d9354c6095f336c95f5465992d8/pyradigm-0.4.1.tar.gz"
            }
        ],
        "0.4.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "b0706ce0181c0e975cb438802ca1ee8d",
                    "sha256": "e6a540b71d8cd5399080ca946c0907e1a0c44273a1f105261d1a99593573e1e3"
                },
                "downloads": -1,
                "filename": "pyradigm-0.4.5.tar.gz",
                "has_sig": false,
                "md5_digest": "b0706ce0181c0e975cb438802ca1ee8d",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 31646,
                "upload_time": "2017-10-27T20:34:26",
                "url": "https://files.pythonhosted.org/packages/68/85/c08eadb2f59bdff6cec030c151aedb604615464ad43ad7dbe61e94a03047/pyradigm-0.4.5.tar.gz"
            }
        ],
        "0.4.6": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7766a931a6952a82e541ba1a83ba72ae",
                    "sha256": "b0f7488ddf8ec30a0ab10eabb58e23df9c3f8781859dbf45f06ff16b35c96b12"
                },
                "downloads": -1,
                "filename": "pyradigm-0.4.6-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "7766a931a6952a82e541ba1a83ba72ae",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 17820,
                "upload_time": "2017-10-28T22:05:58",
                "url": "https://files.pythonhosted.org/packages/72/52/5f951e16b4dbe61042a7d282f536ae2b65575dc622e2b1ead92e2d2479dc/pyradigm-0.4.6-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "4072e0f2b56a8b03abb10eb37dc83628",
                    "sha256": "ed0d98b9c506febd8606d1933bc1df1bba58b0c6493ae6b033adb59c70660e54"
                },
                "downloads": -1,
                "filename": "pyradigm-0.4.6.tar.gz",
                "has_sig": false,
                "md5_digest": "4072e0f2b56a8b03abb10eb37dc83628",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 31645,
                "upload_time": "2017-10-28T22:05:59",
                "url": "https://files.pythonhosted.org/packages/33/5a/01a81c498de3807a5fa57a8580bb53de462bca1525314d00ef021ec51944/pyradigm-0.4.6.tar.gz"
            }
        ],
        "0.4.9": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "04271c04b077aa6dcac5a3a6f9321473",
                    "sha256": "9f80e0aa9ede3362e87506240df1a92553cc547bb368113493e0daf00b4987d5"
                },
                "downloads": -1,
                "filename": "pyradigm-0.4.9-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "04271c04b077aa6dcac5a3a6f9321473",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 19146,
                "upload_time": "2017-11-06T14:58:01",
                "url": "https://files.pythonhosted.org/packages/98/2b/e80d4429ccad3b7ac195ae38cf2d079fe02b97afefd24a0a94606b9071af/pyradigm-0.4.9-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "a4f8d79b9d998a86c6c069e155490f13",
                    "sha256": "875a9a1d88ec4edcab4baf633c63e91b9e920acf9c7c21f3e596c0d34234a2d8"
                },
                "downloads": -1,
                "filename": "pyradigm-0.4.9.tar.gz",
                "has_sig": false,
                "md5_digest": "a4f8d79b9d998a86c6c069e155490f13",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 32860,
                "upload_time": "2017-11-06T14:58:03",
                "url": "https://files.pythonhosted.org/packages/f8/2b/c50e045289a16aeed76c92b0e6c8a0c93fc22ebee134801d19ae20b30ee6/pyradigm-0.4.9.tar.gz"
            }
        ],
        "0.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "2275eff487a169304b225fcf80047ff8",
                    "sha256": "31d82c3261c70e635ce946f856a3567a8fd0fb9076cbc7e783f1078adfd6dadb"
                },
                "downloads": -1,
                "filename": "pyradigm-0.5-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "2275eff487a169304b225fcf80047ff8",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 24326,
                "upload_time": "2019-01-31T16:16:50",
                "url": "https://files.pythonhosted.org/packages/d4/bd/0096d24ec9e90194b4504e4875d896b60bca03d9809f009b040eb118d7f3/pyradigm-0.5-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "df7fc8f1e405ea620c491412b7db61f8",
                    "sha256": "d8c518346813f4dab37298bba65936cd011c6bafff342d09e55245efb9053798"
                },
                "downloads": -1,
                "filename": "pyradigm-0.5.tar.gz",
                "has_sig": false,
                "md5_digest": "df7fc8f1e405ea620c491412b7db61f8",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 37356,
                "upload_time": "2019-01-31T16:16:51",
                "url": "https://files.pythonhosted.org/packages/19/bc/a5de3d475a3ff02010ef0196da11cd1d933885b14249431ef45dd8b40e79/pyradigm-0.5.tar.gz"
            }
        ],
        "0.5.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "a2bd06683c6ad21d49141fd8df8053d1",
                    "sha256": "7d7d86e063b6d2483eb69f258161e13791ec1e5c75539d0cd11607c1fb8f8309"
                },
                "downloads": -1,
                "filename": "pyradigm-0.5.1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "a2bd06683c6ad21d49141fd8df8053d1",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 21433,
                "upload_time": "2019-07-10T16:04:16",
                "url": "https://files.pythonhosted.org/packages/01/b8/cb86e07d7ce0911df6816857ae42af86adf6112a6b2fea2134bb8c7986b1/pyradigm-0.5.1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "af494410164967ddd4afb337df7807a1",
                    "sha256": "ccb6190e7430901e10849cf7877b05a3c7a45ca3f5638df0d73d17f5791d9519"
                },
                "downloads": -1,
                "filename": "pyradigm-0.5.1.tar.gz",
                "has_sig": false,
                "md5_digest": "af494410164967ddd4afb337df7807a1",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 35102,
                "upload_time": "2019-07-10T16:04:18",
                "url": "https://files.pythonhosted.org/packages/b3/3a/d80cfca9ad618216b66536aa5fa3bf05b7f867a2daba65ca61b235f0d036/pyradigm-0.5.1.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "a2bd06683c6ad21d49141fd8df8053d1",
                "sha256": "7d7d86e063b6d2483eb69f258161e13791ec1e5c75539d0cd11607c1fb8f8309"
            },
            "downloads": -1,
            "filename": "pyradigm-0.5.1-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "a2bd06683c6ad21d49141fd8df8053d1",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 21433,
            "upload_time": "2019-07-10T16:04:16",
            "url": "https://files.pythonhosted.org/packages/01/b8/cb86e07d7ce0911df6816857ae42af86adf6112a6b2fea2134bb8c7986b1/pyradigm-0.5.1-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "af494410164967ddd4afb337df7807a1",
                "sha256": "ccb6190e7430901e10849cf7877b05a3c7a45ca3f5638df0d73d17f5791d9519"
            },
            "downloads": -1,
            "filename": "pyradigm-0.5.1.tar.gz",
            "has_sig": false,
            "md5_digest": "af494410164967ddd4afb337df7807a1",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 35102,
            "upload_time": "2019-07-10T16:04:18",
            "url": "https://files.pythonhosted.org/packages/b3/3a/d80cfca9ad618216b66536aa5fa3bf05b7f867a2daba65ca61b235f0d036/pyradigm-0.5.1.tar.gz"
        }
    ]
}