{
    "info": {
        "author": "A.Star",
        "author_email": "astar@snowland.ltd",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: BSD License",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 2",
            "Programming Language :: Python :: 2.7",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: Implementation",
            "Topic :: Software Development :: Libraries"
        ],
        "description": "=====\nslapy\n=====\n1. install\nfrom pypi:\n    pip install snowland-algorithm\nor\nfrom source code:\n    download code from https://gitee.com/hoops/snowland-algorithm-python, you can choose a release version\n    pip install -r requirements.txt\n    python setup.py install\n#. dirs\n    1. graph\n        a. dijkstra(v0.0.1+)\n        #. spfa(v0.0.1+)\n    #. swarm\n        a. pso(v0.0.1+)\n        #. gso(v0.0.2+)\n        #. fa(v0.0.3+)\n        #. cso(v0.0.6+)\n        #. ba(v0.0.6+)\n        #. sfla(v0.0.6+)\n        #. bas(v0.0.6+)\n        #. sa(v0.0.6+)\n        #. fwa(v0.0.6+)\n        #. cs(v0.0.7+)\n        #. bfo(v0.0.7+)\n#. quick use\n    1. import package\n    >>> from slapy.swarm.package_name import engine_name\n    2. define the fitness function\n    example:\n        >>> fun = lambda x: np.cos(x[0]) + np.sin(x[0]) - x[0] * x[1]\n    note: arg need to be 1 X n vector\n    3. run the model\n    >>> engine = engine_name(your_args)\n    >>> engine.run()\n    4. show result\n    >>> x, y = engine.gbest.chromosome\n    >>> print('max value', fun(engine.gbest.chromosome))\n    >>> print('x:', x, 'y:', y)\n    There is a example for PSO.\n        >>> def fun(vars):\n        >>>     # fitness function\n        >>>     x, y = vars\n        >>>     if 1 <= x <= 2 * np.pi and 1 <= y <= np.pi:\n        >>>         return np.cos(x) + np.sin(x) - x * y\n        >>>     else:\n        >>>         return -2 - 4 * np.pi ** 2  # return a small float number can not reach\n\n        >>> if __name__ == '__main__':\n        >>>    engine = PSOEngine(vmax=0.01, bound=[[1, 2 * np.pi]], min_fitness_value=-1, dim=2, fitness_function=fun, steps=100)\n        >>>    engine.run()\n        >>>    x, y = engine.gbest.chromosome\n        >>>    print('max value', fun(engine.gbest.chromosome))\n        >>>    print('x:', x, 'y:', y)\n\n\n",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "https://gitee.com/hoops/snowland-algorithm-python",
        "keywords": "",
        "license": "BSD License",
        "maintainer": "",
        "maintainer_email": "",
        "name": "snowland-algorithm",
        "package_url": "https://pypi.org/project/snowland-algorithm/",
        "platform": "all",
        "project_url": "https://pypi.org/project/snowland-algorithm/",
        "project_urls": {
            "Homepage": "https://gitee.com/hoops/snowland-algorithm-python"
        },
        "release_url": "https://pypi.org/project/snowland-algorithm/0.0.7/",
        "requires_dist": null,
        "requires_python": "",
        "summary": "Python implementation algorithm",
        "version": "0.0.7"
    },
    "last_serial": 4481737,
    "releases": {
        "0.0.2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "843932e2dbf486e7ea286825ae0e785b",
                    "sha256": "f4904d6729e5a863ef7d8515326f4aa6b77b92958e38ba645c225e4f0ae27b69"
                },
                "downloads": -1,
                "filename": "snowland_algorithm-0.0.2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "843932e2dbf486e7ea286825ae0e785b",
                "packagetype": "bdist_wheel",
                "python_version": "3.6",
                "requires_python": null,
                "size": 43388,
                "upload_time": "2018-08-01T02:30:18",
                "url": "https://files.pythonhosted.org/packages/28/c4/01f338a2c163aefb74f03576856e34173cfdceb261b9ecf2e389fe377673/snowland_algorithm-0.0.2-py3-none-any.whl"
            }
        ],
        "0.0.3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5c81b71c27d2ff79a6d1e2e3a939be12",
                    "sha256": "c11644acb5a55fca005d429599324016421afa58bbf898457101f728edc43aae"
                },
                "downloads": -1,
                "filename": "snowland_algorithm-0.0.3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "5c81b71c27d2ff79a6d1e2e3a939be12",
                "packagetype": "bdist_wheel",
                "python_version": "3.6",
                "requires_python": null,
                "size": 46998,
                "upload_time": "2018-08-17T01:59:04",
                "url": "https://files.pythonhosted.org/packages/11/3a/ec6bf0848fb8177a51855a237f69462f85633952dc355da7a6614288926e/snowland_algorithm-0.0.3-py3-none-any.whl"
            }
        ],
        "0.0.4a0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d7b9359092843dcfcffcb14700d9dbb8",
                    "sha256": "ddee155647feb4048ecdfa2b76ca803321313c51940860ae828a740c454cfe0a"
                },
                "downloads": -1,
                "filename": "snowland_algorithm-0.0.4a0-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "d7b9359092843dcfcffcb14700d9dbb8",
                "packagetype": "bdist_wheel",
                "python_version": "3.6",
                "requires_python": null,
                "size": 52487,
                "upload_time": "2018-08-29T20:59:55",
                "url": "https://files.pythonhosted.org/packages/7f/0b/94fdf19e570df2a2cf63460254c8f98df85348c6df919ae8ec2798f18b51/snowland_algorithm-0.0.4a0-py3-none-any.whl"
            }
        ],
        "0.0.5": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "46a82d3834d8b32da2cc00206922024c",
                    "sha256": "bfb0cd5a0ca32fcc902b4765ddcb274d59ade69c85c308aa751b80cc61b2ef88"
                },
                "downloads": -1,
                "filename": "snowland_algorithm-0.0.5-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "46a82d3834d8b32da2cc00206922024c",
                "packagetype": "bdist_wheel",
                "python_version": "3.6",
                "requires_python": null,
                "size": 63369,
                "upload_time": "2018-09-10T04:08:38",
                "url": "https://files.pythonhosted.org/packages/ab/b5/fc3f39dbe32414387bd7fb85e5c7bfe49043860a780a9ce1cb3ccd6163e5/snowland_algorithm-0.0.5-py3-none-any.whl"
            }
        ],
        "0.0.7": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "ae5166be5e14937c145fd86e926e1280",
                    "sha256": "e94ee27ab012c51489dcfc72627a4f4ace565810fd90cc142a8ec0ba95959bb2"
                },
                "downloads": -1,
                "filename": "snowland_algorithm-0.0.7-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "ae5166be5e14937c145fd86e926e1280",
                "packagetype": "bdist_wheel",
                "python_version": "3.6",
                "requires_python": null,
                "size": 84133,
                "upload_time": "2018-11-13T13:32:43",
                "url": "https://files.pythonhosted.org/packages/f9/88/6cbccd18ae6b9c5b983bcf9440704c4d03d3a9186671fd7ebb75e004e03e/snowland_algorithm-0.0.7-py3-none-any.whl"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "ae5166be5e14937c145fd86e926e1280",
                "sha256": "e94ee27ab012c51489dcfc72627a4f4ace565810fd90cc142a8ec0ba95959bb2"
            },
            "downloads": -1,
            "filename": "snowland_algorithm-0.0.7-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "ae5166be5e14937c145fd86e926e1280",
            "packagetype": "bdist_wheel",
            "python_version": "3.6",
            "requires_python": null,
            "size": 84133,
            "upload_time": "2018-11-13T13:32:43",
            "url": "https://files.pythonhosted.org/packages/f9/88/6cbccd18ae6b9c5b983bcf9440704c4d03d3a9186671fd7ebb75e004e03e/snowland_algorithm-0.0.7-py3-none-any.whl"
        }
    ]
}