def compute_perplexities_vb(beta, alpha, eta, max_iter, corpusids_part1,
wordids_1, wordcts_1, wordids_2, wordcts_2):
vb = per_vb.VB(beta, alpha, eta, max_iter)
LD2 = vb.compute_perplexity(corpusids_part1[k], corpuscts_part1[k],
corpusids_part2[k], corpuscts_part2[k])
return (LD2)
def compute_perplexities_vb(beta, alpha, eta, max_iter, data_test):
vb = per_vb.VB(beta, alpha, eta, max_iter)
LD2 = vb.compute_perplexity(data_test)
return (LD2)
def compute_perplexities_vb(beta, alpha, eta, max_iter,
wordids_1, wordcts_1, wordids_2, wordcts_2):
"""Compute perplexities, employing Variational Bayes."""
vb = per_vb.VB(beta, alpha, eta, max_iter)
LD2 = vb.compute_perplexity(wordids_1, wordcts_1, wordids_2, wordcts_2)
return(LD2)
def compute_perplexities_vb(beta, alpha, eta, max_iter, wordids_1, wordcts_1,
wordids_2, wordcts_2):
vb = per_vb.VB(beta, alpha, eta, max_iter)
LD2 = vb.compute_perplexity(wordids_1, wordcts_1, wordids_2, wordcts_2)
return (LD2)