Continuous time Gaussian process dynamical models in gene regulatory network inference

1 code implementation • 24 Aug 2018 • Atte Aalto, Lauri Viitasaari, Pauliina Ilmonen, Laurent Mombaerts, Jorge Goncalves

BINGO is based on MCMC sampling of trajectories of the GPDM and estimating the hyperparameters of the covariance function of the Gaussian process.

Optimization and Control Statistics Theory Molecular Networks Statistics Theory