Contents:

CombinedTM#

Module Contents#

class CombinedTM(vocab_size, contextual_embed_size, num_topics=50, en_units=200, dropout=0.4)#

Bases: torch.nn.Module

get_beta()#

get_theta(x)#

reparameterize(mu, logvar)#

encode(x)#

decode(theta)#

forward(x)#

loss_function(x, recon_x, mu, logvar)#