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# Byte-compiled / optimized / DLL files | ||
__pycache__/ | ||
*.py[cod] | ||
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# C extensions | ||
*.so | ||
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# Distribution / packaging | ||
.Python | ||
env/ | ||
bin/ | ||
build/ | ||
develop-eggs/ | ||
dist/ | ||
eggs/ | ||
lib/ | ||
lib64/ | ||
parts/ | ||
sdist/ | ||
var/ | ||
*.egg-info/ | ||
.installed.cfg | ||
*.egg | ||
MANIFEST | ||
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# Installer logs | ||
pip-log.txt | ||
pip-delete-this-directory.txt | ||
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# Unit test / coverage reports | ||
htmlcov/ | ||
.tox/ | ||
.coverage | ||
.cache | ||
nosetests.xml | ||
coverage.xml | ||
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# Translations | ||
*.mo | ||
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# Mr Developer | ||
.project | ||
.pydevproject | ||
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# Rope | ||
.ropeproject | ||
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# Django stuff: | ||
*.log | ||
*.pot | ||
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# Sphinx documentation | ||
docs/_build/ |
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**Copyright** | ||
|copy| 2008-2015 Jonathan F. Donges and pyunicorn authors. | ||
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**License** | ||
BSD (3-clause) | ||
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**URL** | ||
http://www.pik-potsdam.de/members/donges/software | ||
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**Mail** | ||
Jonathan Donges, Potsdam Institute for Climate Impact Research, | ||
P.O. Box 60 12 03, D-14412 Potsdam, Germany | ||
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**Authors** | ||
Written as part of a diploma/PhD thesis in physics by `Jonathan F. Donges | ||
<[email protected]>`_ at Humboldt University Berlin and the Potsdam | ||
Institute for Climate Impact Research (PIK) and completed at the University | ||
of Potsdam, Germany. Substantially extended by `Jobst Heitzig | ||
<[email protected]>`_. | ||
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**Contributors** | ||
- Jakob Runge (extended ``core`` and ``climate``) | ||
- Alexander Radebach | ||
- Hanna Schultz | ||
- Marc Wiedermann (extended ``core`` and ``climate``) | ||
- `Alraune Zech <[email protected]>`_ | ||
(extended ``timeseries`` during an internship at PIK) | ||
- `Jan Feldhoff <[email protected]>`_ (extended ``timeseries``) | ||
- Aljoscha Rheinwalt | ||
- Hannes Kutza | ||
- `Boyan Beronov <[email protected]>`_ | ||
(consolidated and updated codebase during an internship at PIK) | ||
- `Paul Schultz <[email protected]>`_ and `Stefan Schinkel | ||
<[email protected]>`_ supplied resistive networks and corresponding tests | ||
**Related publications** | ||
See :doc:`publications` (``docs/source/publications.rst``). | ||
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**Version** | ||
0.4.1 | ||
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**Dependencies** | ||
- Python 2.7 | ||
- `Numpy <http://numpy.scipy.org/>`_ 1.8+ | ||
- `Scipy <http://www.scipy.org/>`_ 0.14+ | ||
- `Weave <https://github.com/scipy/weave>`_ 0.15+ | ||
- `Matplotlib <http://matplotlib.sourceforge.net>`_ 1.3+ | ||
- `igraph, python-igraph <http://igraph.sourceforge.net/>`_ 0.7+ | ||
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**Included** | ||
- `progressbar <http://pypi.python.org/pypi/progressbar/>`_ 2.3 | ||
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**To Do** | ||
- A lot - See current product backlog. | ||
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**Known Bugs**: | ||
- ... |
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Copyright (C) 2008-2015, Jonathan F. Donges (Potsdam-Institute for Climate | ||
Impact Research), pyunicorn authors | ||
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All rights reserved. | ||
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Redistribution and use in source and binary forms, with or without | ||
modification, are permitted provided that the following conditions are met: | ||
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* Redistributions of source code must retain the above copyright notice, this | ||
list of conditions and the following disclaimer. | ||
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* Redistributions in binary form must reproduce the above copyright notice, | ||
this list of conditions and the following disclaimer in the documentation | ||
and/or other materials provided with the distribution. | ||
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* Neither the name of pyunicorn authors and the Potsdam-Institute for | ||
Climate Impact Research nor the names of its contributors may be used to | ||
endorse or promote products derived from this software without specific | ||
prior written permission. | ||
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND | ||
ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED | ||
WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE | ||
DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE | ||
FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL | ||
DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR | ||
SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER | ||
CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, | ||
OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE | ||
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. |
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pyunicorn | ||
========= | ||
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``pyunicorn`` (**Uni**\ fied **Co**\ mplex Network and **R**\ ecurre\ **N**\ ce | ||
analysis toolbox) is a fully object-oriented Python package for the advanced | ||
analysis and modeling of complex networks. Above the standard measures of | ||
complex network theory such as degree, betweenness and clustering coefficient | ||
it provides some **uncommon but interesting statistics** like Newman's random | ||
walk betweenness. ``pyunicorn`` features novel **node-weighted (node splitting | ||
invariant)** network statistics as well as measures designed for analyzing | ||
**networks of interacting/interdependent networks**. | ||
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Moreover, ``pyunicorn`` allows to easily **construct networks from uni- and | ||
multivariate time series data** (functional (climate) networks and recurrence | ||
networks). This involves linear and nonlinear measures of time series analysis | ||
for constructing functional networks from multivariate data as well as modern | ||
techniques of nonlinear analysis of single time series like recurrence | ||
quantification analysis (RQA) and recurrence network analysis. | ||
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Get more information | ||
-------------------- | ||
This page only contains bare-bones instructions for installing ``pyunicorn``. | ||
For more information, jump right to the `pyunicorn homepage`_. | ||
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.. _pyunicorn homepage: http://www.pik-potsdam.de/~donges/pyunicorn/ | ||
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Get the latest code | ||
------------------- | ||
Git repository not yet public. | ||
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Dependencies | ||
------------ | ||
``pyunicorn`` relies on the following additional open source or freely | ||
available packages that have to be installed on your machine. | ||
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Required: | ||
- `Numpy <http://numpy.scipy.org/>`_ 1.8+ | ||
- `Scipy <http://www.scipy.org/>`_ 0.14+ | ||
- `Weave <https://github.com/scipy/weave>`_ 0.15+ | ||
- `Matplotlib <http://matplotlib.sourceforge.net>`_ 1.3+ | ||
- `igraph, python-igraph <http://igraph.sourceforge.net/>`_ 0.7+ | ||
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Optional *(required for certain classes and methods)*: | ||
- `PyNGL <http://www.pyngl.ucar.edu/Download/>`_ (for class | ||
NetCDFDictionary) | ||
- `netcdf4-python <http://code.google.com/p/netcdf4-python/>`_ (for classes | ||
Data and NetCDFDictionary) | ||
- `Matplotlib Basemap Toolkit <http://matplotlib.org/basemap/>`_ (for drawing | ||
maps) | ||
- `mpi4py <http://code.google.com/p/mpi4py/>`_ (for parallelizing costly | ||
computations) | ||
- `Sphinx <http://sphinx-doc.org/>`_ (for generating documentation in | ||
formats other than HTML, e.g. PDF) | ||
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Install pyunicorn | ||
----------------- | ||
Install ``pyunicorn`` using Python's ``distutils`` with the supplied | ||
``setup.py`` script:: | ||
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$> python setup.py install | ||
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Depending on your system, you may need root priviledges. On UNIX-based | ||
operating systems (Linux, MacOSX etc.) this is achieved with ``sudo``. | ||
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Documentation | ||
------------- | ||
Using ``Sphinx``, currently HTML and PDF can be generated:: | ||
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$> cd docs; make clean html latexpdf | ||
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Mailing list | ||
------------ | ||
Not implemented yet. | ||
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Test suite | ||
---------- | ||
Before committing changes to the codebase, please make sure that all tests | ||
pass. The test suite is managed by `tox <https://testrun.org/tox/>`_ and | ||
configured to use system-wide packages when available. Thus to avoid frequent | ||
waiting, we recommend you to install the following packages:: | ||
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$> pip install tox nose networkx Sphinx | ||
$> pip install pytest pytest-xdist pytest-flakes pytest-pep8 | ||
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The test suite can be run from anywhere in the project tree by issuing:: | ||
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$> tox | ||
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To expose the defined test environments and target them independently:: | ||
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$> tox -l | ||
$> tox -e py27-doctest,py27-style | ||
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To test single files:: | ||
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$> tests/test_doctests.py core.interacting_networks # doctests | ||
$> nosetests tests/core/TestResitiveNetwork-circuits.py # unit tests | ||
$> py.test pyunicorn/core/network.py # style | ||
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License | ||
------- | ||
``pyunicorn`` is **BSD-licensed** (3 clause), see ``LICENSE.txt``. |
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