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        "author": "Transport Map Team - UQ Group - AeroAstro - MIT",
        "author_email": "tmteam-support@mit.edu",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 4 - Beta",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: GNU Lesser General Public License v3 (LGPLv3)",
            "Natural Language :: English",
            "Operating System :: MacOS",
            "Operating System :: POSIX",
            "Operating System :: POSIX :: Linux",
            "Operating System :: Unix",
            "Programming Language :: Python",
            "Topic :: Scientific/Engineering",
            "Topic :: Scientific/Engineering :: Artificial Intelligence",
            "Topic :: Scientific/Engineering :: Mathematics"
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        "description": "==============\nTransport Maps\n==============\n\nThis package provides basic functionalities for the construction of monotonic transport maps.\n\nSupported systems\n-----------------\n\n* \\*nix like OS (Linux, Unix, ...)\n* Mac OS\n\nOther operating systems have not been tested and they likely require a more complex procedure for the installation (this includes the Microsoft Windows family..).\n\nWe reccommend to work in a virtual environment using `virtualenv <https://virtualenv.readthedocs.io/en/latest/>`_ or `Anaconda <https://www.continuum.io/why-anaconda>`_.\n\nInstallation requirements\n-------------------------\n\n* `gcc <https://gcc.gnu.org/>`_ (or an alternative C/C++ compiler)\n* `gfortran <https://gcc.gnu.org/fortran/>`_ (or an alternative Fortran compiler)\n\nAutomatic installation\n----------------------\n\nFirst of all make sure to have the latest version of `pip <https://pypi.python.org/pypi/pip>`_ installed\n\n $ pip install --upgrade pip\n\nThe package and its python dependencies can be installed running the command:\n\n $ pip install --upgrade numpy\n $ pip install --upgrade TransportMaps\n\nIf one whish to enable some of the optional dependencies:\n\n $ MPI=True SPHINX=True PLOT=True H5PY=True pip install --upgrade TransportMaps\n\nThese options will install the following modules:\n\n* MPI -- parallelization routines (see the `tutorial <mpi-usage.html>`_). It requires the separate installation of an MPI backend (`openMPI <https://www.open-mpi.org/>`_, `mpich <https://www.mpich.org/>`_, etc.). The following Python modules will be installed:\n  * `mpi4py <https://pypi.python.org/pypi/mpi4py>`_\n  * `mpi_map <https://pypi.python.org/pypi/mpi_map>`_\n\n* PLOT -- plotting capabilities:\n\n  * `MatPlotLib <https://pypi.python.org/pypi/matplotlib/>`_\n\n* SPHINX -- documentation generation routines:\n\n  * `sphinx <https://pypi.python.org/pypi/Sphinx>`_\n  * `sphinxcontrib-bibtex <https://pypi.python.org/pypi/sphinxcontrib-bibtex/>`_\n  * `ipython <https://pypi.python.org/pypi/ipython>`_\n  * `nbsphinx <https://pypi.python.org/pypi/nbsphinx>`_\n\n* H5PY -- routines for the storage of big data-set. It requires the separate installation of the `hdf5 <https://www.hdfgroup.org/>`_ backend.\n\n  * `mpi4py <https://pypi.python.org/pypi/mpi4py>`_\n  * `h5py <http://www.h5py.org/>`_\n\n* PYHMC -- routines for Hamiltonian Markov Chain Monte Carlo\n\n  * `pyhmc <http://pythonhosted.org/pyhmc/>`_\n\nManual installation\n-------------------\n\nIf anything goes wrong with the automatic installation you can try to install manually the following packages.\n\nMandatory Back-end packages (usually installed with `numpy <https://pypi.python.org/pypi/numpy>`_):\n\n* `BLAS <http://www.netlib.org/blas/>`_ (with development/header files)\n* `LAPACK <http://www.netlib.org/lapack/>`_ (with development/header files)\n\nMandatory Python packages:\n\n* `pip <https://pypi.python.org/pypi/pip>`_\n* `numpy <https://pypi.python.org/pypi/numpy>`_ >= 1.10\n* `scipy <https://pypi.python.org/pypi/scipy>`_\n* `orthpol_light <https://pypi.python.org/pypi/orthpol-light>`_\n* `SpectralToolbox <https://pypi.python.org/pypi/SpectralToolbox>`_\n* `dill <https://pypi.python.org/pypi/dill>`_\n\nFinally install TransportMaps:\n\n $ pip install TransportMaps\n\nRunning the Unit Tests\n----------------------\n\nUnit tests are available and can be run through the command:\n\n   >>> import TransportMaps as TM\n   >>> TM.tests.run_all()\n\nThere are >3500 unit tests, and it will take some time to run all of them.\n\nStatus\n------\n\n+--------+----------------------------------------------------------------------------------+------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+\n|        | `Binary (PyPi) <https://pypi.python.org/pypi/TransportMaps>`_                    | `Public source (Bitbucket) <https://bitbucket.org/dabi86/transportmaps>`_          | `Private master (Bitbucket) <https://bitbucket.org/dabi86/transportmaps-private>`_         | `Private develop (Bitbucket) <https://bitbucket.org/dabi86/transportmaps-private>`_         | `Private hotfixes (Bitbucket) <https://bitbucket.org/dabi86/transportmaps-private>`_         |\n+--------+----------------------------------------------------------------------------------+------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+\n| Serial | .. image:: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-pypi      | .. image:: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-public      | .. image:: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-master      | .. image:: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-develop      | .. image:: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-hotfixes      |\n|        |    :target: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-pypi     |    :target: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-public     |    :target: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-master     |    :target: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-develop     |    :target: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-hotfixes     |\n+--------+----------------------------------------------------------------------------------+------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+\n| MPI    | .. image:: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-pypi-mpi  | .. image:: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-public-mpi  | .. image:: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-master-mpi  | .. image:: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-develop-mpi  | .. image:: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-hotfixes-mpi  |\n|        |    :target: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-pypi-mpi |    :target: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-public-mpi |    :target: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-master-mpi |    :target: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-develop-mpi |    :target: https://acdl.mit.edu/csi/buildStatus/icon?job=TransportMaps-private-hotfixes-mpi |\n+--------+----------------------------------------------------------------------------------+------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------+----------------------------------------------------------------------------------------------+\n\nCredits\n-------\n\nThis sofware has been developed and is being maintained by the `Uncertainty Quantification Group <http//uqgroup.mit.edu>`_ at MIT, under the guidance of Prof. Youssef Marzouk.\n\n**Developing team**\n\n| Daniele Bigoni \u2013 [`www <http://limitcycle.it/dabi/>`_]\n| Alessio Spantini\n| Rebecca Morrison\n| Ricardo M. Baptista\n|",
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