Metadata-Version: 1.0
Name: UQToolbox
Version: 0.1.6
Summary: Tools for Uncertainty Quantification
Home-page: http://www2.compute.dtu.dk/~dabi/index.php?slab=dtu-uq
Author: Daniele Bigoni
Author-email: dabi@dtu.dk
License: COPYING.LESSER
Description: ==================================
        Uncertainty Quantification Toolbox
        ==================================
        
        This is a collection of tools for Uncertainty Quantification
        
        Features:
         - Sampling methods (Monte Carlo, Latin Hypercube, Quasi Monte Carlo) with MPI support
         - Tools for Generalized Polynomial Chaos
         - Probabilistic Collocation Method
         - Multi-element Probabilistic Collocation Method
         - High Dimensional Model Representation
         - ANOVA
         - Global Sensitivity (Total Sensitivity Indices)
         - Model reduction (Karhunen–Loève expansion)
        
        Requirements
        ============
        Some parts of the software require the `SpectralToolbox <https://pypi.python.org/pypi/SpectralToolbox/>`_. The package has automatically MPI support through `mpi4py <https://pypi.python.org/pypi/mpi4py/>`_ and `mpi_map <https://pypi.python.org/pypi/mpi_map/>`_.
        
        Installation
        ============
        Install running:
        
            $ pip install UQToolbox
        
        Some users might want to install the toolbox *without MPI* support. This is possible, but not through the ``pip`` command:
        
             $ pip install --download="/pth/to/downloaded/files" UQToolbox
        
             $ cd /pth/to/downloaded/files
        
             $ tar xzf UQToolbox-x.x.x.tar.gz
        
             $ cd UQToolbox-x.x.x
        
             $ python setup.py install --without-mpi4py
        
        Test Installation
        =================
        You can test whether all the functionalities work by running the unit tests.
        
            >>> import UQToolbox
            >>> UQToolbox.RunUnitTests(maxprocs=None,PLOTTING=True)
        
        where ``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.
        
Platform: UNKNOWN
