Automatic moment equation generation for stochastic compartment populations
Project description
Compartor
Compartor is an automatic moment equation generator for stochastic compartment populations: From a set of provided interaction rules, it derives the associated system of ODEs that describes the population statistics. Equations can be exported as Python or Julia code.
Installation
Install with pip
pip install compartor
Getting started
A tutorial for the usage of Compartor is provided as Jupyter notebooks at https://github.com/zechnerlab/Compartor
Publications
Compartor is based on the theoretical framework introduced by
Duso, L. and Zechner, C. (2020). Stochastic reaction networks in dynamic compartment populations. Proceedings of the National Academy of Sciences, 117(37), 22674–22683 (https://doi.org/10.1073/pnas.2003734117).
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