Sampling Algorithms

Built-in Inference Algorithms

Omega comes with a number of built in inference algorithms. You can of course develop your own.

Choosing a Sampling Algorithm

The appropriate sampling algorithm depends on the kind of model.

Conditional Sampling

Conditional sampling is done with rand and the algorithm are selected

Rejection Sampling

source
Omega.Inference.SSMHConstant.

Single Site Metropolis Hastings

source
Missing docstring.

Missing docstring for NUTS. Check Documenter's build log for details.

Flux based Hamiltonian Monte Carlo Sampling

source