LieselMCMC.get_engine_builder()

LieselMCMC.get_engine_builder()#

LieselMCMC.get_engine_builder(seed, num_chains, apply_jitter=True)[source]#

Create and configure an EngineBuilder for MCMC sampling.

Parameters:

  • seed (int) – Random seed for reproducibility.

  • num_chains (int) – Number of MCMC chains.

  • apply_jitter (bool, default: True) – Whether to apply jitter to the initial states, by default True. Note that initial values for a variable will only jittered if the MCMCSpec for this variable was supplied with a jitter_dist.

Return type:

EngineBuilder

Returns:

EngineBuilder – A configured EngineBuilder instance.