cuqi.sampler.HybridGibbs.warmup

HybridGibbs.warmup(Nb, Nt=1, tune_freq=0.1)

Warmup (tune) the samplers in the Gibbs sampling scheme

Parameters:

• Nb (int) – The number of samples to draw during warmup.

• Nt (int, optional, default=1) – The thinning interval. If Nt >= 1, every Nt’th sample is stored. The larger Nt, the fewer samples are stored.

• tune_freq (float, optional) – Frequency of tuning the samplers. Tuning is performed every tune_freq*Nb steps.