epydemic: Epidemic simulations on networks in Python
Overview
epydemic is a Python library that implements simulations of epidemic (and other) processes over networks. Epidemic processes are very important in both network science and its applications. The most common application is to study the was in which diseases progress in different network conditions, depending on their infectiousness and other properties.
epydemic provides the basic simulation machinery for performing epidemic simulations under two different simulation regimes: synchronous simulation in which time proceeds in discrete time intervals, and stochastic or Gillespuie simulations which are better for handling a wider range of probabilities (but which are slightly harder to specify).
Installation
You can install epydemic directly from PyPi using pip:
pip install epydemic
The master distribution of epydemic is hosted on GitHub. To obtain a copy, just clone the repo:
git clone git@github.com:simoninireland/epydemic.git cd epydemic python setup.py install
Documentation
The doc/ directory contains an IPython notebook that describes the use of epydemic in detail. You can also read it directly online <https://github.com/simoninireland/epydemic/blob/master/doc/epydemic.ipynb>.
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Release files for epydemic 0.2.0
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