APT-MCMC, a C++/Python implementation of Markov Chain Monte Carlo for parameter identification
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The inverse problem associated with fitting parameters of an ordinary differential equation (ODE) system to data is nonlinear and multimodal, which is of great challenge to gradient-based optimizers. Markov Chain Monte Carlo (MCMC) techniques provide an altern... ...
