Pinned Repositories
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研一课程
-Temperature-control-TC-Lab-using-Kalman-filter
• Modeling of TC Lab (two temperature sensors and heaters mounted on Aurdino) in Matlab and Simulink. • Implementation of Kalman filter and Extended Kalman filter to estimate state using sensor fusion. • Designed an integral Full State feedback controller to maintain the temperature at the desired set point.
abcpmc
Approximate Bayesian Computation Population Monte Carlo
Bayesian-Computation-Methods
Markov Chain Monte Carlo(MCMC), Approximate Bayesian Computation(ABC), Bayesian Synthetic Likelihood(BSL), Variational Inference(VI)
MCMC
pythonMCMC
A list of Python-based MCMC & ABC packages
LYL5201314LYL's Repositories
LYL5201314LYL/-
研一课程
LYL5201314LYL/-Temperature-control-TC-Lab-using-Kalman-filter
• Modeling of TC Lab (two temperature sensors and heaters mounted on Aurdino) in Matlab and Simulink. • Implementation of Kalman filter and Extended Kalman filter to estimate state using sensor fusion. • Designed an integral Full State feedback controller to maintain the temperature at the desired set point.
LYL5201314LYL/abcpmc
Approximate Bayesian Computation Population Monte Carlo
LYL5201314LYL/Bayesian-Computation-Methods
Markov Chain Monte Carlo(MCMC), Approximate Bayesian Computation(ABC), Bayesian Synthetic Likelihood(BSL), Variational Inference(VI)
LYL5201314LYL/MCMC
LYL5201314LYL/pythonMCMC
A list of Python-based MCMC & ABC packages