Man pages for STOR-i/sgmcmc
Stochastic Gradient Markov Chain Monte Carlo
| 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... |
| 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... |
| sgnhtcvSetup | Create an sgnhtcv object |
| sgnhtSetup | Create an sgnht object |
