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Variational Bayesian ODE model identification in Python

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VBA-python

This software package allows the variational Bayesian parameter estimation in nonlinear, deterministic ODE models with a nonlinear observation function and addidive noise. Further details are given in the Guide pdf document.

Installation

This software was written for Python 3.8 and requires the packages numpy, scipy and matplotlib

About

This software was written by Manuel Eichenlaub and is distributed under a GNU open-source licence. It heavily based on a MATLAB toolbox called VBA (https://mbb-team.github.io/VBA-toolbox/)

M. Eichenlaub 15/11/2020

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Variational Bayesian ODE model identification in Python

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