LDA_trainer¶

Module Contents¶

`LDAGensimTrainer`
`LDASklearnTrainer`

logger¶

class LDAGensimTrainer(dataset, num_topics=50, num_top_words=15, max_iter=1, alpha='symmetric', eta=None, verbose=False)¶

dataset¶

num_topics = 50¶

vocab_size¶

max_iter = 1¶

alpha = 'symmetric'¶

eta = None¶

verbose = False¶

num_top_words = 15¶

train()¶

test(bow)¶

get_beta()¶

get_top_words(num_top_words=None)¶

export_theta()¶

class LDASklearnTrainer(model, dataset, num_top_words=15, verbose=False)¶

model¶

dataset¶

num_top_words = 15¶

verbose = False¶

train()¶

test(bow)¶

get_beta()¶

get_top_words(num_top_words=None)¶

export_theta()¶