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"description": "==================================\nUncertainty Quantification Toolbox\n==================================\n\nThis is a collection of tools for Uncertainty Quantification\n\nFeatures:\n - Sampling methods (Monte Carlo, Latin Hypercube, Quasi Monte Carlo) with MPI support\n - Tools for Generalized Polynomial Chaos\n - Probabilistic Collocation Method\n - Multi-element Probabilistic Collocation Method\n - High Dimensional Model Representation\n - ANOVA\n - Global Sensitivity (Total Sensitivity Indices)\n - Model reduction (Karhunen\u2013Lo\u00e8ve expansion)\n\nStatus\n======\n\n`PyPi `_:\n\n.. image:: http://southpacific.no-ip.org:8080/buildStatus/icon?job=pypi-UQToolbox\n :target: http://southpacific.no-ip.org:8080/buildStatus/icon?job=pypi-UQToolbox\n\n`LaunchPad `_:\n\n.. image:: http://southpacific.no-ip.org:8080/buildStatus/icon?job=UQToolbox\n :target: http://southpacific.no-ip.org:8080/buildStatus/icon?job=UQToolbox\n\n`TestPyPi `_:\n\n.. image:: http://southpacific.no-ip.org:8080/buildStatus/icon?job=testpypi-UQToolbox\n :target: http://southpacific.no-ip.org:8080/buildStatus/icon?job=testpypi-UQToolbox\n\nRequirements\n============\nSome parts of the software require the `SpectralToolbox `_. The package has automatically MPI support through `mpi4py `_ and `mpi_map `_.\n\nInstallation\n============\n\nMake sure you have the latest version of pip:\n\n $ pip install --upgrade pip\n\nInstall running:\n\n $ pip install UQToolbox\n\nSome users might want to install the toolbox *without MPI* support. This is possible, but not through the ``pip`` command:\n\n $ pip download UQToolbox\n\n $ cd /pth/to/downloaded/files\n\n $ tar xzf UQToolbox-x.x.x.tar.gz\n\n $ cd UQToolbox-x.x.x\n\n $ python setup.py install --without-mpi4py\n\nTest Installation\n=================\nYou can test whether all the functionalities work by running the unit tests.\n\n >>> import UQToolbox\n >>> UQToolbox.RunUnitTests(maxprocs=None,PLOTTING=True)\n\nwhere ``maxprocs`` defines the number of processors to be used if MPI support is activated. Be patient. The number of unit tests grows with the number of functionalities implemented in the software.\n\n\n",
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