DTM_trainer¶

Module Contents¶

DTMTrainer

work(arguments)

logger

logger¶

work(arguments)¶

class DTMTrainer(dataset, num_topics=50, num_top_words=15, alphas=0.01, chain_variance=0.005, passes=10, lda_inference_max_iter=25, em_min_iter=6, em_max_iter=20, verbose=False)¶

dataset¶

vocab_size¶

num_topics = 50¶

num_top_words = 15¶

alphas = 0.01¶

chain_variance = 0.005¶

passes = 10¶

lda_inference_max_iter = 25¶

em_min_iter = 6¶

em_max_iter = 20¶

verbose = False¶

train()¶

test(bow)¶

get_theta()¶

get_beta()¶

get_top_words(num_top_words=None)¶

export_theta()¶