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preconfig: A Versatile Configuration File Generator for Varying Parameters Cover

preconfig: A Versatile Configuration File Generator for Varying Parameters

Open Access
|Apr 2017

Abstract

Mathematical models in biology have many parameters, and sampling parameter values is necessary, for instance to identify robustness or sensitivities in the model, or simply calculate a phase diagram. We provide a universal program: Preconfig, that can be used within different computing pipelines to sample parameters. From a template file, Preconfig will generate multiple configuration files, covering all the combinations of parameter values specified as inclusions in the template. Fixed ranges or random sampling can be combined, and non-linear or interdependent variations are easily specified. Preconfig is open source and available on GitHub at https://github.com/nedelec/preconfig.

DOI: https://doi.org/10.5334/jors.156 | Journal eISSN: 2049-9647
Language: English
Submitted on: Nov 23, 2016
Accepted on: Feb 15, 2017
Published on: Apr 5, 2017
Published by: Ubiquity Press
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2017 Francois Nedelec, published by Ubiquity Press
This work is licensed under the Creative Commons Attribution 4.0 License.