HDP_trainer¶

https://radimrehurek.com/gensim/models/hdpmodel.html

Module Contents¶

HDPGensimTrainer

logger

logger¶

class HDPGensimTrainer(dataset, num_top_words=15, max_chunks=None, max_time=None, chunksize=256, kappa=1.0, tau=64.0, K=15, T=150, alpha=1, gamma=1, eta=0.01, scale=1.0, var_converge=0.0001, verbose=False)¶

dataset¶

num_top_words = 15¶

vocab_size¶

max_chunks = None¶

max_time = None¶

chunksize = 256¶

kappa = 1.0¶

tau = 64.0¶

K = 15¶

T = 150¶

alpha = 1¶

gamma = 1¶

eta = 0.01¶

scale = 1.0¶

var_converge = 0.0001¶

verbose = False¶

train()¶

test(bow)¶

get_beta()¶

get_top_words(num_top_words=None)¶

export_theta()¶