keras_simple_lstm: keras simple lstm

Description Usage Arguments Value

Description

Word embedding + (bidirectional) long short-term memory

Usage

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keras_simple_lstm(input_dim, embed_dim = 128, seq_len = 50,
  lstm_dim = 64, lstm_drop = 0.2, dropout = 0.2, bidirectional = F,
  output_dim = 2, output_fun = "softmax")

Arguments

input_dim

Number of unique vocabluary/tokens

embed_dim

Number of word vectors

seq_len

Length of the input sequences

lstm_dim

Number of recurrent neurons (default 64)

lstm_drop

Recurrent dropout ratio

bidirectional

default is F

output_dim

Number of neurons of the output layer

output_fun

Output activation function

Value

keras model


systats/textlearnR documentation built on May 6, 2019, 8:31 p.m.