{ "info": { "author": "Martin Hunt", "author_email": "mmh@purdue.edu", "bugtrack_url": null, "classifiers": [ "Development Status :: 5 - Production/Stable", "Intended Audience :: Science/Research", "License :: OSI Approved :: MIT License", "Operating System :: MacOS :: MacOS X", "Operating System :: POSIX :: Linux", "Topic :: Scientific/Engineering :: Information Analysis" ], "description": "************\nIntroduction\n************\n\n:Version: 2.6\n:Authors: Martin Hunt\n:Web site: https://github.com/c-PRIMED/puq\n:Documentation: http://c-primed.github.io/puq/\n:Copyright: This document has been placed in the public domain.\n:License: MIT License.\n\nPurpose\n=======\n\nPUQ is a framework for building response surfaces and performing Uncertainty\nQuantification (UQ) and sensitivity analysis. It was created with the goal of\nmaking an easy to use framework that could be easily integrated and extended.\n\nFeatures\n========\n\n* Implemented as a Python library but can be used from the command line\n with a minimum of Python knowledge.\n\n* Collects all results into a single HDF5 file.\n\n* Implements Monte Carlo and Latin Hypercube sampling.\n\n* For better scalability, includes a Smolyak sparse grid method.\n\n* Builds response surfaces from sample points.\n\n* Includes GUIs to visualize and compare PDFs and response surfaces.\n\n* Can use PyMC to perform Bayesian calibration on input parameters.\n\nDependencies\n============\n\nPUQ is tested to work under Python 2.7+. \n\nPUQ requires the following Python modules:\n\n- numpy >= 1.6\n- scipy >= 0.8\n- matplotlib >= 1.1\n- sympy >= 0.7.1\n- h5py >= 1.3\n- jsonpickle\n- poster\n- pytest\n- pymc\n\nInstall\n=======\n\nThis package uses distutils, which is the default way of installing\npython modules. 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