{
    "info": {
        "author": "Engineero",
        "author_email": "engineerolabs@gmail.com",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 2 - Pre-Alpha",
            "Environment :: Console",
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: MIT License",
            "Natural Language :: English",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.3",
            "Programming Language :: Python :: 3.4",
            "Programming Language :: Python :: 3.5",
            "Programming Language :: Python :: 3.6",
            "Topic :: Scientific/Engineering",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Scientific/Engineering :: Artificial Life",
            "Topic :: Utilities"
        ],
        "description": "# Honeybee\n\nAn artificial bee colony implementation in Python\n\n## Installation\n\nTo install with `pip`:\n\n    pip install honeybee\n\n## Usage\n\nTo use, first install the package as above, then define a function that you\nwish to optimize. This can be a simple mathematical formula, or something that\ncalls a complicated model training routine. The important thing is that it\ndepends on hyperparameters that can be passed to the function, and returns a\nfitness measure that will be maximized by the algorithm:\n\n```python\ndef my_func(**params):\n    \"\"\" Implements Rastrigin's function of two inputs. \"\"\"\n    x = [v for v in params.values()]\n    return 20 + sum([a**2 - 10*cos(2*np.pi*a) for a in x])\n```    \n\nNext define the ranges of parameters over which you wish to optimize:\n\n```python\nparams = {'x1': (-5.12, 5.12),\n          'x2': (-5.12, 5.12)}\n```          \n\nFinally, initialize the colony and fit the objective function:\n\n```python\nmy_colony = Colony(my_func, params, num_bees=10)\nmy_colony.fit()\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/Engineero/honeybee",
        "keywords": "abc artificial bee colony optimization",
        "license": "",
        "maintainer": "",
        "maintainer_email": "",
        "name": "honeybee",
        "package_url": "https://pypi.org/project/honeybee/",
        "platform": "",
        "project_url": "https://pypi.org/project/honeybee/",
        "project_urls": {
            "Documentation": "https://engineero.github.io/honeybee",
            "Homepage": "https://github.com/Engineero/honeybee",
            "Source": "https://github.com/Engineero/honeybee",
            "Tracker": "https://github.com/Engineero/honeybee/issues"
        },
        "release_url": "https://pypi.org/project/honeybee/0.1.0a4/",
        "requires_dist": null,
        "requires_python": "",
        "summary": "An artificial bee colony implementation in Python",
        "version": "0.1.0a4"
    },
    "last_serial": 5577913,
    "releases": {
        "0.1.0a0": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "d88fa17362611d292c6325410ccf1c9a",
                    "sha256": "716e0dd151aa688081d56138fddd390f20f7a0d4144790cdec91d3cbe52c64a0"
                },
                "downloads": -1,
                "filename": "honeybee-0.1.0a0.tar.gz",
                "has_sig": false,
                "md5_digest": "d88fa17362611d292c6325410ccf1c9a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1494,
                "upload_time": "2018-05-25T23:04:26",
                "url": "https://files.pythonhosted.org/packages/6e/5e/d82c1fd3ba419300fb00741837da186fa5279e135616d64917f012e639d3/honeybee-0.1.0a0.tar.gz"
            }
        ],
        "0.1.0a1": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "93db0a9cc22bb7c2b7445c5b4b928cea",
                    "sha256": "95192246fe36e89df7b5c275b82e1d026ef5f2b09d509e458d0c45bba0ad5fda"
                },
                "downloads": -1,
                "filename": "honeybee-0.1.0a1-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "93db0a9cc22bb7c2b7445c5b4b928cea",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 2065,
                "upload_time": "2018-05-25T23:22:01",
                "url": "https://files.pythonhosted.org/packages/2f/8c/9b26128e365d608a784d527d400b380ea737de8038ec6ce4d8a3d282876d/honeybee-0.1.0a1-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "d4eb44326e7958832fc7f94a06d146cc",
                    "sha256": "e325cbb8da71a004a144554d9f322300e4f526876715da81aaad9dd2aa934b5a"
                },
                "downloads": -1,
                "filename": "honeybee-0.1.0a1.tar.gz",
                "has_sig": false,
                "md5_digest": "d4eb44326e7958832fc7f94a06d146cc",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 1475,
                "upload_time": "2018-05-25T23:05:58",
                "url": "https://files.pythonhosted.org/packages/4b/ab/e55e91f37bd3af5ee3e08ac59ea058a0c1dd9bd81ff7bac5ee48af897365/honeybee-0.1.0a1.tar.gz"
            }
        ],
        "0.1.0a2": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "8ba404c4a4e003a12d4a30a63ae80fbd",
                    "sha256": "9fba32decd690dca19d07ca19c39870bf95b26888cbe39d0b37542a423acb118"
                },
                "downloads": -1,
                "filename": "honeybee-0.1.0a2-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "8ba404c4a4e003a12d4a30a63ae80fbd",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 2064,
                "upload_time": "2018-05-25T23:22:02",
                "url": "https://files.pythonhosted.org/packages/76/9e/f055c5e01cfb8818eea551a224c1d1c84d36d8b68e92a0d470f295e4e239/honeybee-0.1.0a2-py3-none-any.whl"
            }
        ],
        "0.1.0a3": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "30593df1f55be32c10d0bca1331073d1",
                    "sha256": "b56a5cf3f65f760f98b197619bbf83dddacd5f8a52730d2ef903fcd1e4314526"
                },
                "downloads": -1,
                "filename": "honeybee-0.1.0a3-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "30593df1f55be32c10d0bca1331073d1",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 3585,
                "upload_time": "2018-05-30T22:38:15",
                "url": "https://files.pythonhosted.org/packages/2b/13/5c6fc792e21cfc9ee2ad019ddd1bc3dd0dd11309e38b799e009b9e80785e/honeybee-0.1.0a3-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "c69a2b5692e13c796b3e45908e7240bf",
                    "sha256": "99caa8ec80e15455b6343b02014ccd06e1039f56f7f17521ec606eb218254599"
                },
                "downloads": -1,
                "filename": "honeybee-0.1.0a3.tar.gz",
                "has_sig": false,
                "md5_digest": "c69a2b5692e13c796b3e45908e7240bf",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 3268,
                "upload_time": "2018-05-30T22:38:16",
                "url": "https://files.pythonhosted.org/packages/2e/5d/6a27db4bddaa8596d6fa3d7406f8997479c0153c13351c2e205e24170774/honeybee-0.1.0a3.tar.gz"
            }
        ],
        "0.1.0a4": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "ce077937979ebb189fc90a3a7047befc",
                    "sha256": "81db0f4b3abbcf922b8d3e652befd7239fcaa54deda1b0a4eadf6147cce3a39a"
                },
                "downloads": -1,
                "filename": "honeybee-0.1.0a4.tar.gz",
                "has_sig": false,
                "md5_digest": "ce077937979ebb189fc90a3a7047befc",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 4036,
                "upload_time": "2019-07-24T14:33:22",
                "url": "https://files.pythonhosted.org/packages/07/94/f3c27ddff61ec3dc4a51e202b42e48a1f280d706f8dd5072fe530add0485/honeybee-0.1.0a4.tar.gz"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "ce077937979ebb189fc90a3a7047befc",
                "sha256": "81db0f4b3abbcf922b8d3e652befd7239fcaa54deda1b0a4eadf6147cce3a39a"
            },
            "downloads": -1,
            "filename": "honeybee-0.1.0a4.tar.gz",
            "has_sig": false,
            "md5_digest": "ce077937979ebb189fc90a3a7047befc",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 4036,
            "upload_time": "2019-07-24T14:33:22",
            "url": "https://files.pythonhosted.org/packages/07/94/f3c27ddff61ec3dc4a51e202b42e48a1f280d706f8dd5072fe530add0485/honeybee-0.1.0a4.tar.gz"
        }
    ]
}