Description Usage Arguments Value
Perform Stein variational importance sampling
1 2 3 4 5 6 7 | gaussian_stein_variational_importance_sampling(
nfparticles,
nlparticles,
niterations,
stepsize,
bandwidth
)
|
nfparticles |
number of follower particles |
nlparticles |
number of leader particles |
niterations |
number of time iterations |
stepsize |
stepsize of each iteration |
list with keys:
xparticles
new particle locations
ess
effective sample size
log_normconst
log normalizing constant estimate
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