kernels¶

microscopes.kernels.gibbs¶

microscopes.kernels.gibbs.assign(entity_based_state_object s, rng r)¶

microscopes.kernels.gibbs.assign_resample(entity_based_state_object s, int m, rng r)¶

microscopes.kernels.gibbs.hp(entity_based_state_object s, dict params, rng r)¶

microscopes.kernels.gibbs.perftest(entity_based_state_object s, rng r)¶

microscopes.kernels.slice¶

microscopes.kernels.slice.hp(entity_based_state_object s, rng r, cparam={}, hparams={})¶

example invocation:

hparams = {

0 : {

(‘alpha’, ‘beta’) : (log_noninformative_beta_prior, 0.1),

},

1 : {

‘alphas[0]’ : (log_exponential(1), 0.1), ‘alphas[1]’ : (log_exponential(1), 0.1),

},

} hp(s, None, hparams, r)

microscopes.kernels.slice.sample(scalar_function func, float x0, float w, rng r)¶

microscopes.kernels.slice.theta(entity_based_state_object s, rng r, tparams={})¶

microscopes.kernels.mh¶

microscopes.kernels.mh.sample(xt, pdf, condpdf, condsamp)¶