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        "author": "Sat Kumar Tomer",
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            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: GNU Library or Lesser General Public License (LGPL)",
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        "description": "ambhas\n+++++++\n\n.. contents ::\n\nInstalling ambhas\n======================\n\nInstalling ambhas can be done by downloading source file (ambhas--<version>.tar.gz),\nand after unpacking issuing the command::\n\n    python setup.py install\n\nThis requires the usual Distutils options available.\n\nOr, download the ambhas--<version>.tar.gz file and issue the command::\n    \n   pip install /path/to/ambhas--<version>.tar.gz\n\nOr, directly using the pip::\n\n   pip install ambhas   \n\nUsage\n=========\nImport required modules::\n\n    import numpy as np\n    from ambhas.errlib import rmse, correlation\n\nGenerate some random numbers::\n\n    x = np.random.normal(size=100)\n    y = np.random.normal(size=100)\n    rmse(x,y)\n    correlation(x,y)\n\nFor using the copula, import copula::\n\n    import numpy as np\n    from ambhas.copula import Copula\n\nGenerate some random numbers::\n\n    x = np.random.normal(size=100)\n    y = np.random.normal(size=100)\n\nGenerate an instance of class copula::\n\n    foo = Copula(x, y, 'frank')\n\nNow, generate some ensemble using this instance::\n\n    u,v = foo.generate(100)\n\n\nAuthor\n======\n\n`Sat Kumar Tomer <http://ambhas.com/>`_ satkumartomer at gmail dot com\n\n\nChanges\n=======\n\n0.1.0 \n* Initial version\n\n0.1.1\n* Minor corrections in setup.py files\n\n0.2.0\n* few packages added\n\n0.3.0\n* groundwater, sun_rise_set, soil texture module, etc. added\n\n0.3.1\n* manifest.in file edited\n\n0.4.0\nextract_gis_data, richards, risat added\n\n\nLicense\n========\nPlease read LICENSE.text available with the library.\n\nDownload\n========",
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