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updating docu and bumping up version number
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AUTHORS.rst

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As you use **HOPE** for your exciting discoveries, please cite the paper that describes the package:
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Akeret, J., Gamper, L., Amara, A. and Refregier, A., Astronomy and Computing (submitted 2014)
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`Akeret, J., Gamper, L., Amara, A. and Refregier, A., Astronomy and Computing (submitted 2015) <http://www.sciencedirect.com/science/article/pii/S2213133714000687>`_
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Feedback
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--------

README.rst

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The **HOPE** package has been developed at ETH Zurich in the `Software Lab of the Cosmology Research Group <http://www.astro.ethz.ch/refregier/research/Software>`_ of the `ETH Institute of Astronomy <http://www.astro.ethz.ch>`_, and is now publicly available at `GitHub <https://github.com/cosmo-ethz/hope>`_.
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Further information on the package can be found in our `paper <http://arxiv.org/abs/1410.4345>`_, on `pythonhosted.org <http://pythonhosted.org/hope>`_ and on our `website <http://hope.phys.ethz.ch>`_.
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Further information on the package can be found in our `paper <http://www.sciencedirect.com/science/article/pii/S2213133714000687>`_, on `pythonhosted.org <http://pythonhosted.org/hope>`_ and on our `website <http://hope.phys.ethz.ch>`_.
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Installation
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------------

docs/conf.py

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# dir menu entry, description, category)
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texinfo_documents = [
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('index', 'hope', u'hope Documentation',
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u'Lukas Gamper', 'hope', 'One line description of project.',
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u'Lukas Gamper', 'hope', 'HOPE - combine the ease of Python and the speed of C++',
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'Miscellaneous'),
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]
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docs/index.rst

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Benchmarks
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----------
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All the benchmarks have been made available online as `IPython notebooks <http://refreweb.phys.ethz.ch/hope/benchmark.html>`_. If you would like to run the benchmarks on your machine, you can download the notebooks in the nbviewer.
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All the benchmarks have been made available online as `IPython notebooks <http://refreweb.phys.ethz.ch/hope/benchmark.html>`_ (also on `GitHub <https://github.com/cosmo-ethz/hope/tree/master/benchmarks>`_). If you would like to run the benchmarks on your machine, you can download the notebooks in the nbviewer.
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**Note**: Make sure to execute the *native_cpp_gen* the first time in order to generate the native C++ code and some Python utility modules.
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docs/lang.rst

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``trunc(x)`` Return the truncated value of the input, element-wise.
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``pi`` Returns the pi constant
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``fabs`` Compute the absolute values element-wise
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``sign`` Returns an element-wise indication of the sign of a number
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==================================== =======================================================================================
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hope/__init__.py

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# Copyright (c) 2013 ETH Zurich, Institute of Astronomy
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# HOPE is free software: you can redistribute it and/or modify
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# it under the terms of the GNU General Public License as published by
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# the Free Software Foundation, either version 3 of the License, or
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# (at your option) any later version.
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#
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# HOPE is distributed in the hope that it will be useful,
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# but WITHOUT ANY WARRANTY; without even the implied warranty of
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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# GNU General Public License for more details.
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#
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# You should have received a copy of the GNU General Public License
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# along with HOPE. If not, see <http://www.gnu.org/licenses/>.
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from __future__ import print_function, division, absolute_import, unicode_literals
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__all__ = ["jit", "config", "serialize", "unserialize"]
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__author__ = "Lukas Gamper, Joel Akeret"
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__email__ = "[email protected]"
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__version__ = "0.3.1"
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__version__ = "0.4.0"
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__credits__ = "ETH Zurich, Institute for Astronomy"
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from hope import config

setup.py

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setup(
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name="hope",
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version="0.3.1",
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version="0.4.0",
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description="Specialized method-at-a-time JIT compiler",
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long_description=readme + "\n\n" + history,
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author="Lukas Gamper, Joel Akeret",

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