{
    "info": {
        "author": "Manasi Vartak, MIT DB Group",
        "author_email": "modeldb@csail.mit.edu",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3.5",
            "Topic :: Scientific/Engineering"
        ],
        "description": "=======\nmodeldb\n=======\n\nA python client has xgboost support for working with `ModelDB machine learning management system <http://modeldb.csail.mit.edu>`_.\n\nThis library makes it easy for users of the `ModelDB ML management system <http://modeldb.csail.mit.edu>`_ to automatically catalog models built with `xgboost pyspark tensorflow scikit-learn <scikit-learn.org>`_.\n\nExtend by muller https://github.com/mullerhai/tsxgb.git\n\nModelDB is an end-to-end system for managing machine learning models. It ingests models and associated metadata as models are being trained, stores model data in a structured format, and surfaces it through a web-frontend for rich querying. ModelDB runs on Python 2.X and 3.X and can be used with any ML environment via the ModelDB Light API.\n\n\nQuick start\n===========\n\nInstall\n-------\n\nYou can install it using ``pip3`` directly from PyPI::\n\n\n    pip3 install modeldb-community  #suggest python 3.6\n\n\nCustom Configuration\n--------------------\n\nOnce installed, you can create a custom syncing scheme setup by typing::\n\n    python3 -m modeldb create_config\n\nUnless an alternative syncing scheme is specialized, modeldb will use the packaged `syncer.json` defaults.\n\n\nUse\n---\n\nThis library requires a connection to a ModelDB server to work. You can see the `getting started docs here <https://github.com/mitdbg/modeldb/blob/master/docs/getting_started/scikit_learn.md>`_.\n\nAdditional documentation on the `light_api <light_api.md>`_ and `scikit-learn client <scikit_learn.md>`_ is also available.\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/mitdbg/modeldb/tree/master/client",
        "keywords": "machine learning ML model catalog",
        "license": "MIT",
        "maintainer": "",
        "maintainer_email": "",
        "name": "modeldb-community",
        "package_url": "https://pypi.org/project/modeldb-community/",
        "platform": "",
        "project_url": "https://pypi.org/project/modeldb-community/",
        "project_urls": {
            "Homepage": "https://github.com/mitdbg/modeldb/tree/master/client"
        },
        "release_url": "https://pypi.org/project/modeldb-community/1.4.1/",
        "requires_dist": [
            "numpy",
            "pandas",
            "statsmodels",
            "matplotlib",
            "patsy",
            "scikit-learn",
            "sklearn",
            "thrift",
            "pyyaml",
            "requests",
            "dpath",
            "future",
            "pymongo",
            "xgboost",
            "pymysql"
        ],
        "requires_python": "",
        "summary": "A system to manage machine learning models for xgboost pyspark tensorflow sklearn keras",
        "version": "1.4.1"
    },
    "last_serial": 4501984,
    "releases": {
        "1.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "65280f04288e8a16d51f7b27b2418df6",
                    "sha256": "8deda2e8c249b40501428ffd30ed8daa2ea96b5f30da8e1a1be6c56e6353b51d"
                },
                "downloads": -1,
                "filename": "modeldb_community-1.1-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "65280f04288e8a16d51f7b27b2418df6",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 102278,
                "upload_time": "2018-11-17T00:04:44",
                "url": "https://files.pythonhosted.org/packages/ec/56/e4f88320dc4d9dc7844d4d5119585bd2906e46b1c35a09500f9e6e717da1/modeldb_community-1.1-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "cfe5554b686a04b9d78024e71db64499",
                    "sha256": "74d40be8fc61f8800bb6ed56b9d3fbb5465d40adfb97d1a848f7a1724a005494"
                },
                "downloads": -1,
                "filename": "modeldb_community-1.1.tar.gz",
                "has_sig": false,
                "md5_digest": "cfe5554b686a04b9d78024e71db64499",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 79317,
                "upload_time": "2018-11-17T00:04:46",
                "url": "https://files.pythonhosted.org/packages/ff/9d/4065958437873ed266cc795116db78249d0d4f2b230c34a6684b39b97efd/modeldb_community-1.1.tar.gz"
            }
        ],
        "1.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "f25b8fa90e9b2c171cf109a60d86d550",
                    "sha256": "937804016729824db84f1dca2b50399a37843fed30a9fcede28486d7992df766"
                },
                "downloads": -1,
                "filename": "modeldb_community-1.2-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "f25b8fa90e9b2c171cf109a60d86d550",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 102365,
                "upload_time": "2018-11-17T00:37:21",
                "url": "https://files.pythonhosted.org/packages/85/29/61bbcacccc89be02ac7e74f333eb8d4d79793eedc482453f7a1a7334750a/modeldb_community-1.2-py2.py3-none-any.whl"
            }
        ],
        "1.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "0cbf612e5140ca41a428bcf08e0e15e7",
                    "sha256": "52b0d96ad273837cd12dfdab0c71f214a9625a0c2e44f011670195c8e1b66d78"
                },
                "downloads": -1,
                "filename": "modeldb_community-1.3-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "0cbf612e5140ca41a428bcf08e0e15e7",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 69568,
                "upload_time": "2018-11-19T06:58:36",
                "url": "https://files.pythonhosted.org/packages/20/5a/2193ddd0914c9c46bea91ea9a15bd0fac9e132511f5be67c42d2dae4265a/modeldb_community-1.3-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "5716d448662ace7ceb5295b168907f63",
                    "sha256": "50fabba21b1ed0ef90159da9f7f79a0f7741a65ea480fc78a2f962da1b729fb5"
                },
                "downloads": -1,
                "filename": "modeldb_community-1.3.tar.gz",
                "has_sig": false,
                "md5_digest": "5716d448662ace7ceb5295b168907f63",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 45146,
                "upload_time": "2018-11-19T06:58:38",
                "url": "https://files.pythonhosted.org/packages/af/02/a2a4fb0d9660272f5165b819376c6a58181795ed75f80474bbd1c8ab543f/modeldb_community-1.3.tar.gz"
            }
        ],
        "1.4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "785baad217f5392491e5a71f3aea27cd",
                    "sha256": "b3d36004bb6702a04f85bd241544ff9ef32e16b767b8d0328b57c3da7a18e5e9"
                },
                "downloads": -1,
                "filename": "modeldb_community-1.4-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "785baad217f5392491e5a71f3aea27cd",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 103874,
                "upload_time": "2018-11-19T07:36:42",
                "url": "https://files.pythonhosted.org/packages/6a/20/9d33e868c2d9d7412531c7837f34e157f9fa64908f796016762cedd0ef7c/modeldb_community-1.4-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "95ead1a0a2e2209a9033eff509f4c16b",
                    "sha256": "f167b4d12694127dd43f218253be09ff6c8ca4c2539d470330f3cc1a89c34fe1"
                },
                "downloads": -1,
                "filename": "modeldb_community-1.4.tar.gz",
                "has_sig": false,
                "md5_digest": "95ead1a0a2e2209a9033eff509f4c16b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 79216,
                "upload_time": "2018-11-19T07:36:44",
                "url": "https://files.pythonhosted.org/packages/45/d5/402595a3e1c3993f5ff31a37ddcefb964d15a9088760ad84ebd2f2774fe0/modeldb_community-1.4.tar.gz"
            }
        ],
        "1.4.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "78e11824b0b692f9b7e45601390585c5",
                    "sha256": "ced2c5a6d0f1e59563b0a4778be304cf7341953f7b56ee8b6d2d80f935663642"
                },
                "downloads": -1,
                "filename": "modeldb_community-1.4.1-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "78e11824b0b692f9b7e45601390585c5",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": null,
                "size": 104038,
                "upload_time": "2018-11-19T08:49:07",
                "url": "https://files.pythonhosted.org/packages/73/79/c24b716e7b84a757ef9075df0760abcfc64f76b0328e204745f63cc465b8/modeldb_community-1.4.1-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "f52174bfde3b5d33fc018dd2362aa156",
                    "sha256": "61de5fa98e60fdeaf78c35c8e1fbf2c9b3bfc1ee40a7e62d7a5e4fdb0d6776ac"
                },
                "downloads": -1,
                "filename": "modeldb_community-1.4.1.tar.gz",
                "has_sig": false,
                "md5_digest": "f52174bfde3b5d33fc018dd2362aa156",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 79436,
                "upload_time": "2018-11-19T08:49:11",
                "url": "https://files.pythonhosted.org/packages/51/57/97e03676c89f7b7a20f8b2ed05c69de1d615f675713027cb643ccaddbd2f/modeldb_community-1.4.1.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "78e11824b0b692f9b7e45601390585c5",
                "sha256": "ced2c5a6d0f1e59563b0a4778be304cf7341953f7b56ee8b6d2d80f935663642"
            },
            "downloads": -1,
            "filename": "modeldb_community-1.4.1-py2.py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "78e11824b0b692f9b7e45601390585c5",
            "packagetype": "bdist_wheel",
            "python_version": "py2.py3",
            "requires_python": null,
            "size": 104038,
            "upload_time": "2018-11-19T08:49:07",
            "url": "https://files.pythonhosted.org/packages/73/79/c24b716e7b84a757ef9075df0760abcfc64f76b0328e204745f63cc465b8/modeldb_community-1.4.1-py2.py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "f52174bfde3b5d33fc018dd2362aa156",
                "sha256": "61de5fa98e60fdeaf78c35c8e1fbf2c9b3bfc1ee40a7e62d7a5e4fdb0d6776ac"
            },
            "downloads": -1,
            "filename": "modeldb_community-1.4.1.tar.gz",
            "has_sig": false,
            "md5_digest": "f52174bfde3b5d33fc018dd2362aa156",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 79436,
            "upload_time": "2018-11-19T08:49:11",
            "url": "https://files.pythonhosted.org/packages/51/57/97e03676c89f7b7a20f8b2ed05c69de1d615f675713027cb643ccaddbd2f/modeldb_community-1.4.1.tar.gz"
        }
    ]
}