{
    "info": {
        "author": "GILT-cerebro (Jason Tam)",
        "author_email": "cerebro-dev@gilt.com (jtam@gilt.com)",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "License :: OSI Approved :: MIT License",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3 :: Only",
            "Topic :: Scientific/Engineering :: Artificial Intelligence"
        ],
        "description": "\n# Tophat\n\n[![Build Status](https://travis-ci.org/saksdirect/tophat.svg?branch=master)](https://travis-ci.org/saksdirect/tophat)\n\n Tophat is a factorization-based recommendation engine built using \n [TensorFlow](https://www.tensorflow.org/).  \n\n\n## Installation\n\nInstalling from PyPi:\n```bash\npip install top-hat\n```\n\nInstalling the master branch from github in development mode, run:\n```bash\ngit clone git@github.com:gilt/tophat.git\ncd tophat\npip install -e .\n```\n\nNote that by default, installation assumes you already have TensorFlow installed. \nHowever, if you need, you can include the installation of TensorFlow in the setup extras as following:\n(choose the one that's right for you)\n```bash\n# CPU pypi\npip install top-hat[tf]\n\n# GPU pypi\npip install top-hat[tf_gpu]\n\n# CPU local dev\npip install -e .[tf]\n\n# GPU local dev\npip install -e .[tf_gpu]\n```\n\n## Docker Images\nThere are two provided Dockerfiles: `Dockerfile` and `Dockerfile.gpu`. The latter gpu variant requires [nvidia-docker](https://github.com/NVIDIA/nvidia-docker). \n\n\n## Tests\n\nThere are some minimal tests in `tests/` which can all be run using `pytest` or `python setup.py test`.\n\n\n## Related Projects\nThe initial motivation behind tophat was to port over [LightFM](https://github.com/lyst/lightfm) and [Spotlight](https://github.com/maciejkula/spotlight) into TensorFlow. \n\nThere also are many other [amazing recommender systems out there](https://github.com/grahamjenson/list_of_recommender_systems)\n -- so choose the one that is right for your case.\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/gilt/tophat",
        "keywords": "",
        "license": "MIT",
        "maintainer": "",
        "maintainer_email": "",
        "name": "top-hat",
        "package_url": "https://pypi.org/project/top-hat/",
        "platform": "",
        "project_url": "https://pypi.org/project/top-hat/",
        "project_urls": {
            "Homepage": "https://github.com/gilt/tophat"
        },
        "release_url": "https://pypi.org/project/top-hat/0.0.2/",
        "requires_dist": [
            "pandas",
            "numpy",
            "scipy",
            "tqdm",
            "tensorflow (>=1.9.0); extra == 'tf'",
            "tensorflow-gpu (>=1.9.0); extra == 'tf_gpu'"
        ],
        "requires_python": ">=3.6.0",
        "summary": "Recommendation system in TensorFlow",
        "version": "0.0.2"
    },
    "last_serial": 4094233,
    "releases": {
        "0.0.1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "385ce465198a46e94785b32388d7cb9f",
                    "sha256": "0641bb19fa0de0eefd1e342b700fd4377a5abbd7fb09615c883cae8bf043bbac"
                },
                "downloads": -1,
                "filename": "top_hat-0.0.1-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "385ce465198a46e94785b32388d7cb9f",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": ">=3.6.0",
                "size": 53342,
                "upload_time": "2018-06-06T16:27:35",
                "url": "https://files.pythonhosted.org/packages/06/38/12842fec8c31fe4dad0b4031d3506bb1ed366402c94ce81718dc5c747a80/top_hat-0.0.1-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "6830a5c9c2a956ed5ebeed700a2549f4",
                    "sha256": "9439ed2f04537a789daa3b60816fc95f4d470052ce37057b034500cf37cc9f5c"
                },
                "downloads": -1,
                "filename": "top-hat-0.0.1.tar.gz",
                "has_sig": false,
                "md5_digest": "6830a5c9c2a956ed5ebeed700a2549f4",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6.0",
                "size": 43432,
                "upload_time": "2018-06-06T16:27:36",
                "url": "https://files.pythonhosted.org/packages/5d/c1/c5915deccb3d4629cd918957dbae9c2c8724b9a1ea67972fa34c91914725/top-hat-0.0.1.tar.gz"
            }
        ],
        "0.0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d88582f6c63bb18ec54b6c4a8e6a771c",
                    "sha256": "39a167c4a30e6d96ce788f0e8ce91e63097c1f8662b070c88f3e272d6916eb6e"
                },
                "downloads": -1,
                "filename": "top_hat-0.0.2-py2.py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "d88582f6c63bb18ec54b6c4a8e6a771c",
                "packagetype": "bdist_wheel",
                "python_version": "py2.py3",
                "requires_python": ">=3.6.0",
                "size": 53343,
                "upload_time": "2018-07-23T18:10:21",
                "url": "https://files.pythonhosted.org/packages/02/d7/4e2de3c83a7d2723f28d1b2d5a241878540707bc73203bbde28ccefcbb12/top_hat-0.0.2-py2.py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "c4d2c86fc7a20b79a3f92e2fee2d2447",
                    "sha256": "1a9d61ae52ac4cb39bf1b4157445eb691e5c22f6ba6e84ec9cecde8741bfd065"
                },
                "downloads": -1,
                "filename": "top-hat-0.0.2.tar.gz",
                "has_sig": false,
                "md5_digest": "c4d2c86fc7a20b79a3f92e2fee2d2447",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": ">=3.6.0",
                "size": 42725,
                "upload_time": "2018-07-23T18:10:23",
                "url": "https://files.pythonhosted.org/packages/f5/6d/b020e28431d5417492944aadb83400b4c45898312384610181f8a5248c75/top-hat-0.0.2.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "d88582f6c63bb18ec54b6c4a8e6a771c",
                "sha256": "39a167c4a30e6d96ce788f0e8ce91e63097c1f8662b070c88f3e272d6916eb6e"
            },
            "downloads": -1,
            "filename": "top_hat-0.0.2-py2.py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "d88582f6c63bb18ec54b6c4a8e6a771c",
            "packagetype": "bdist_wheel",
            "python_version": "py2.py3",
            "requires_python": ">=3.6.0",
            "size": 53343,
            "upload_time": "2018-07-23T18:10:21",
            "url": "https://files.pythonhosted.org/packages/02/d7/4e2de3c83a7d2723f28d1b2d5a241878540707bc73203bbde28ccefcbb12/top_hat-0.0.2-py2.py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "c4d2c86fc7a20b79a3f92e2fee2d2447",
                "sha256": "1a9d61ae52ac4cb39bf1b4157445eb691e5c22f6ba6e84ec9cecde8741bfd065"
            },
            "downloads": -1,
            "filename": "top-hat-0.0.2.tar.gz",
            "has_sig": false,
            "md5_digest": "c4d2c86fc7a20b79a3f92e2fee2d2447",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": ">=3.6.0",
            "size": 42725,
            "upload_time": "2018-07-23T18:10:23",
            "url": "https://files.pythonhosted.org/packages/f5/6d/b020e28431d5417492944aadb83400b4c45898312384610181f8a5248c75/top-hat-0.0.2.tar.gz"
        }
    ]
}