nchopin / particles Star 410 Code Issues Pull requests Discussions Sequential Monte Carlo in python particle-filter bayesian-inference kalman-filter sequential-monte-carlo pmcmc smc2 quasi-monte-carlo Updated Oct 14, 2024 Python
TUM-ITR / PGopt Star 1 Code Issues Pull requests Particle Gibbs-based optimal control with performance guarantees for unknown systems with latent states julia matlab mpc dynamical-systems control-systems optimal-control particle-gibbs pmcmc learning-control data-driven-control Updated Sep 9, 2024 Julia
marija-iloska / pmcmc_CO_Pd Star 1 Code Issues Pull requests We propose a particle MCMC sampler to learn the kinetic parameters of a chemical system, specifically the adsorption and desorption of CO on Pd(111). application time-series signal-processing particle-filter kinetics mcmc-sampler pmcmc transient-kinetics infrared-spectroscopy Updated Sep 27, 2024 Jupyter Notebook