jesterTOV.inference.run_inference.run_sampling

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jesterTOV.inference.run_inference.run_sampling#

run_sampling(sampler, seed, config, outdir, fixed_params=None)[source]#

Run MCMC sampling and create InferenceResult

Parameters:

  • sampler (JesterSampler) – JesterSampler instance (FlowMC, BlackJAX NS, or BlackJAX SMC)

  • seed (int) – Random seed for sampling

  • config (InferenceConfig) – Configuration object

  • outdir (str or Path) – Output directory

  • fixed_params (dict[str, float] | None, optional) – Parameters pinned to constant values during inference.

Return type:

InferenceResult

Returns:

InferenceResult – Result object containing samples, metadata, and histories

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