{ "info": { "author": "Jo\u00e3o Faria", "author_email": "joao.faria@astro.up.pt", "bugtrack_url": null, "classifiers": [ "License :: OSI Approved :: MIT License", "Operating System :: OS Independent", "Programming Language :: Python :: 3" ], "description": "LogUniform\n==========\n\nA simple implementation of the log-uniform and modified log-uniform\ndistributions.\n\n|License MIT| |Travis build| |PyPI version|\n\nHow to use\n----------\n\nInstall it from pip (**LogUniform** only depends on numpy)\n\n::\n\n pip install LogUniform\n\nand it's ready to use from Python\n\n.. code:: python\n\n import loguniform\n\n**LogUniform** comes with two simple classes, ``LogUniform`` and ``ModifiedLogUniform``.\nThey are intended to mimic the API of ``scipy.stats`` \n(actually, the log-uniform distribution is already implemented in ``scipy.stats.reciprocal``;\nthe two implementations are compatible).\n\n.. code:: python\n\n from loguniform import LogUniform, ModifiedLogUniform\n\n d1 = LogUniform(a=1, b=1000)\n d2 = ModifiedLogUniform(knee=1, b=1000)\n\nboth distributions ``d1`` and ``d2`` now have methods\n\n- ``pdf(x)`` and ``logpdf(x)``\n- ``cdf(x)``\n- ``rvs(size)``\n\nto calculate the probability density function (and its logarithm), the\ncumulative density function, and to get random samples from the\ndistribution.\n\nLicense\n-------\n\nCopyright 2018 Jo\u00e3o Faria.\n\n**LogUniform** is free software made available under the MIT License. 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