{
    "info": {
        "author": "Ant\u00f3nio Ferreira",
        "author_email": "aeferreira@fc.ul.pt",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Education",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: BSD License",
            "Natural Language :: English",
            "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",
            "Topic :: Scientific/Engineering :: Artificial Life",
            "Topic :: Scientific/Engineering :: Bio-Informatics",
            "Topic :: Scientific/Engineering :: Chemistry",
            "Topic :: Scientific/Engineering :: Physics"
        ],
        "description": "*S-timator*: analysis of ODE models with focus on model selection and parameter estimation.\n===========================================================================================\n\n*S-timator* is a Python library to analyse ODE-based models\n(also known as *dynamic* or *kinetic* models). These models are often found\nin many scientific fields, particularly in Physics, Chemistry, Biology and\nEngineering.\n\nFeatures include:\n\n- **A mini language used to describe models**: models can be input as plain text \n  following a very simple and human-readable language.\n- **Basic analysis**: numerical solution of ODE's, parameter scanning.\n- **Parameter estimation** and **model selection**: given experimental data in\n  the form of time series and constrains on model operating ranges,\n  built-in numerical optimizers can find parameter values and assist you in the\n  experimental design for model selection.\n\n*S-timator* is in an alpha stage: many new features will be available soon.\n\nRequirements\n------------\n\n*S-timator* supports Python versions 2.7 and 3.3+.\n\n*S-timator* depends on the \"scientific python stack\". The **mandatory**\nrequirements for *S-timator* are the following libraries:\n\n- ``Python (2.7 or 3.3+)``\n- ``numpy``\n- ``scipy``\n- ``matplotlib``\n- ``pip``\n\nOne of the following \"scientific python\" distributions is recommended, **as they all provide \nan easy installation of all requirements**:\n\n- `Anaconda <https://store.continuum.io/cshop/anaconda/>`_ (or `Miniconda <http://conda.pydata.org/miniconda.html>`_ followed by the necessary ``conda install``'s)\n- `Python (x,y) <https://code.google.com/p/pythonxy/>`_\n- `Enthought Canopy <https://www.enthought.com/products/canopy/>`_\n\nThe installation of these Python libraries is optional, but strongly recommended:\n\n- ``sympy``: necessary to compute dynamic sensitivities, error estimates of\n  parameters and other symbolic computations.\n- ``Jupyter`` and all its dependencies: some *S-timator* examples are provided\n  as Jupyter notebooks.\n\n\nInstallation\n------------\n\nAfter installing the required libraries, (``Python``, ``numpy``, ``scipy``,\n``matplotlib``) the easiest way to install *S-timator* is\nwith ``pip``::\n\n    $ pip install stimator\n\nor, in a Anaconda/Miniconda installation, install from the *aeferreira* channel::\n\n    $ conda install -c aeferreira stimator\n\n\n",
        "description_content_type": "",
        "docs_url": null,
        "download_url": "",
        "downloads": {
            "last_day": -1,
            "last_month": -1,
            "last_week": -1
        },
        "home_page": "http://webpages.fc.ul.pt/~aeferreira/stimator",
        "keywords": "ODE-models estimation dynamics",
        "license": "BSD",
        "maintainer": "",
        "maintainer_email": "",
        "name": "stimator",
        "package_url": "https://pypi.org/project/stimator/",
        "platform": "",
        "project_url": "https://pypi.org/project/stimator/",
        "project_urls": {
            "Homepage": "http://webpages.fc.ul.pt/~aeferreira/stimator"
        },
        "release_url": "https://pypi.org/project/stimator/0.9.120/",
        "requires_dist": [
            "six",
            "pytest",
            "sympy",
            "numpy",
            "scipy",
            "matplotlib (>=1.5)"
        ],
        "requires_python": "",
        "summary": "Analysis of ODE models with focus on model selection and parameter estimation.",
        "version": "0.9.120"
    },
    "last_serial": 4340857,
    "releases": {
        "0.9.101": [],
        "0.9.102": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "587fb0173e2cdf247b450a89b3c67ba9",
                    "sha256": "f4cef587e98963aa6f528772b85447b866dca73f9532f864ef1fd57575026e92"
                },
                "downloads": -1,
                "filename": "stimator-0.9.102.zip",
                "has_sig": false,
                "md5_digest": "587fb0173e2cdf247b450a89b3c67ba9",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 83716,
                "upload_time": "2017-02-01T11:48:52",
                "url": "https://files.pythonhosted.org/packages/f2/ae/4161de2ce9db0c4b4cebbf77d328b65204a94a0a47462d43db254dcbb765/stimator-0.9.102.zip"
            }
        ],
        "0.9.110": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "4d4d9faa658276f01043dc9190dbfcf5",
                    "sha256": "960dc55f75345f15a9216c5dca9833f188cf56f8066e80957af6754d661f6f7e"
                },
                "downloads": -1,
                "filename": "stimator-0.9.110.zip",
                "has_sig": false,
                "md5_digest": "4d4d9faa658276f01043dc9190dbfcf5",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 83952,
                "upload_time": "2017-03-20T22:06:17",
                "url": "https://files.pythonhosted.org/packages/b0/4f/b68bd72e6f7369f87d1ff7276d561fdc73877b6e13b91646c1bc5daab8c3/stimator-0.9.110.zip"
            }
        ],
        "0.9.120": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "283f8552de83b317601a50184ddddf55",
                    "sha256": "82900abc28535344363c932b51139729d014d3ab6e683f0fb896e03915bddb19"
                },
                "downloads": -1,
                "filename": "stimator-0.9.120-py3-none-any.whl",
                "has_sig": false,
                "md5_digest": "283f8552de83b317601a50184ddddf55",
                "packagetype": "bdist_wheel",
                "python_version": "py3",
                "requires_python": null,
                "size": 60186,
                "upload_time": "2018-10-04T15:48:10",
                "url": "https://files.pythonhosted.org/packages/91/e9/dff550ff6b62f8d52261e4df78648069a1c909993a7264c78c2abcdf2d57/stimator-0.9.120-py3-none-any.whl"
            },
            {
                "comment_text": "",
                "digests": {
                    "md5": "be760eaa46ced2f198bb244a5cd59bbd",
                    "sha256": "fe2b6e1bfc27aa656db3a77bad5f5c21fc93070002eaafa388a2b60fef126691"
                },
                "downloads": -1,
                "filename": "stimator-0.9.120.tar.gz",
                "has_sig": false,
                "md5_digest": "be760eaa46ced2f198bb244a5cd59bbd",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 71214,
                "upload_time": "2018-10-04T15:48:12",
                "url": "https://files.pythonhosted.org/packages/d1/da/38832a19b572e1ff354983e4e9bb18312bd1094353c7737fb7d13c4498f6/stimator-0.9.120.tar.gz"
            }
        ],
        "0.9.90": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "74054c975c6d2f98491d77c3fce445ed",
                    "sha256": "baf23dfec4b4096810a1db8ab65bd5c7d75385eca8ea855972899ffb8c5e740f"
                },
                "downloads": -1,
                "filename": "stimator-0.9.90.zip",
                "has_sig": false,
                "md5_digest": "74054c975c6d2f98491d77c3fce445ed",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 213320,
                "upload_time": "2014-06-03T12:46:40",
                "url": "https://files.pythonhosted.org/packages/4e/04/984e780581a4fd00e25ea88e0d83c834f3c1247cfb732c1b8d646ff52661/stimator-0.9.90.zip"
            }
        ],
        "0.9.95": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "3e346b5655c599b43ac1ce73bba98c4b",
                    "sha256": "59d5e136db1aa94cb669ac22c4bfbd0149a91a9daef2731476a8d6cb54622ca6"
                },
                "downloads": -1,
                "filename": "stimator-0.9.95.zip",
                "has_sig": false,
                "md5_digest": "3e346b5655c599b43ac1ce73bba98c4b",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 243167,
                "upload_time": "2015-01-06T22:18:50",
                "url": "https://files.pythonhosted.org/packages/43/1a/2b7cfb6b1a01b34916e1270062e59dbbc0a605f237d906cf8aa45f734f61/stimator-0.9.95.zip"
            }
        ],
        "0.9.96": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "65afd45caae564cb17ae61683791f06a",
                    "sha256": "70f5e067b451f7f604d9d8458b4c6cf272106b590d0e3cbf55e21d6c36a756f2"
                },
                "downloads": -1,
                "filename": "stimator-0.9.96.zip",
                "has_sig": false,
                "md5_digest": "65afd45caae564cb17ae61683791f06a",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 249929,
                "upload_time": "2015-04-13T19:01:50",
                "url": "https://files.pythonhosted.org/packages/e1/5d/b61f721a4ec2b71dacff943dcf6fcbda3fe0e445d511b20e5d391cc9dbaa/stimator-0.9.96.zip"
            }
        ],
        "0.9.97": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "7589c3d4dbd86d96e6a1056ecc4a3bfa",
                    "sha256": "8a7cce2e7ec1559bfa863a9d1228d68dfcf8f498652da377fc5c2dfa58e19d01"
                },
                "downloads": -1,
                "filename": "stimator-0.9.97.zip",
                "has_sig": false,
                "md5_digest": "7589c3d4dbd86d96e6a1056ecc4a3bfa",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 246301,
                "upload_time": "2015-04-13T21:24:07",
                "url": "https://files.pythonhosted.org/packages/6b/2a/48030fec329cbba05aaf8637118269b8592e9b672dac7f106c1212d1414e/stimator-0.9.97.zip"
            }
        ],
        "0.9.98": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "57e18d5ab2187f1e15003d7c01707dbe",
                    "sha256": "58082c07b22ef362744ccb17f120c2231d654b098063a2d75c1ebf39e4251741"
                },
                "downloads": -1,
                "filename": "stimator-0.9.98.zip",
                "has_sig": false,
                "md5_digest": "57e18d5ab2187f1e15003d7c01707dbe",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 246515,
                "upload_time": "2015-04-14T15:00:52",
                "url": "https://files.pythonhosted.org/packages/a2/20/d8d1f56d417cfa2eb6bf077f2f333784c093eceac5d773e1d90cb6cf5b46/stimator-0.9.98.zip"
            }
        ],
        "0.9.99": [
            {
                "comment_text": "",
                "digests": {
                    "md5": "5c0a178613beaa8cf86ea21a61a4a7d6",
                    "sha256": "69fd87e4be1fefc91ccd8c003c055838d1483a86ae2947c3a6457bfa17709cf8"
                },
                "downloads": -1,
                "filename": "stimator-0.9.99.zip",
                "has_sig": false,
                "md5_digest": "5c0a178613beaa8cf86ea21a61a4a7d6",
                "packagetype": "sdist",
                "python_version": "source",
                "requires_python": null,
                "size": 82428,
                "upload_time": "2016-03-06T22:39:31",
                "url": "https://files.pythonhosted.org/packages/94/87/fc43c626931641a2c84587de140fdfbfd707ec78a0cdad26ab786c015a33/stimator-0.9.99.zip"
            }
        ]
    },
    "urls": [
        {
            "comment_text": "",
            "digests": {
                "md5": "283f8552de83b317601a50184ddddf55",
                "sha256": "82900abc28535344363c932b51139729d014d3ab6e683f0fb896e03915bddb19"
            },
            "downloads": -1,
            "filename": "stimator-0.9.120-py3-none-any.whl",
            "has_sig": false,
            "md5_digest": "283f8552de83b317601a50184ddddf55",
            "packagetype": "bdist_wheel",
            "python_version": "py3",
            "requires_python": null,
            "size": 60186,
            "upload_time": "2018-10-04T15:48:10",
            "url": "https://files.pythonhosted.org/packages/91/e9/dff550ff6b62f8d52261e4df78648069a1c909993a7264c78c2abcdf2d57/stimator-0.9.120-py3-none-any.whl"
        },
        {
            "comment_text": "",
            "digests": {
                "md5": "be760eaa46ced2f198bb244a5cd59bbd",
                "sha256": "fe2b6e1bfc27aa656db3a77bad5f5c21fc93070002eaafa388a2b60fef126691"
            },
            "downloads": -1,
            "filename": "stimator-0.9.120.tar.gz",
            "has_sig": false,
            "md5_digest": "be760eaa46ced2f198bb244a5cd59bbd",
            "packagetype": "sdist",
            "python_version": "source",
            "requires_python": null,
            "size": 71214,
            "upload_time": "2018-10-04T15:48:12",
            "url": "https://files.pythonhosted.org/packages/d1/da/38832a19b572e1ff354983e4e9bb18312bd1094353c7737fb7d13c4498f6/stimator-0.9.120.tar.gz"
        }
    ]
}