sgmcmc-package |
sgmcmc: A package for stochastic gradient MCMC |
getDataset |
Load example datasets |
getParams |
Get current parameter values |
initSess |
Initialise TensorFlow session and sgmcmc algorithm |
installTF |
Install TensorFlow and TensorFlow Probability |
sghmc |
Stochastic Gradient Hamiltonian Monte Carlo |
sghmccv |
Stochastic Gradient Hamiltonian Monte Carlo with Control Variates |
sghmccvSetup |
Create an sghmccv object |
sghmcSetup |
Create an sghmc object |
sgld |
Stochastic Gradient Langevin Dynamics |
sgldcv |
Stochastic Gradient Langevin Dynamics with Control Variates |
sgldcvSetup |
Create an sgldcv object |
sgldSetup |
Create an sgld object |
sgmcmc |
sgmcmc: A package for stochastic gradient MCMC |
sgmcmcStep |
Single step of sgmcmc |
sgnht |
Stochastic Gradient Nose Hoover Thermostat |
sgnhtcv |
Stochastic Gradient Nose Hoover Thermostat with Control Variates |
sgnhtcvSetup |
Create an sgnhtcv object |
sgnhtSetup |
Create an sgnht object |