keras_simple_mlp: keras simple mlp

Description Usage Arguments Value

View source: R/keras_models.R

Description

Word Embedding + Simple Multilayer Perceptron

Usage

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keras_simple_mlp(input_dim, embed_dim, seq_len, embed_vectors = NULL,
  pooling = "flatten", dense_dim = 128, dense_fun = "relu",
  dropout = 0.5, output_fun = "softmax", output_dim = 1)

Arguments

input_dim

Number of unique vocabluary/tokens

embed_dim

Number of word vectors

seq_len

Length of the input sequences

embed_vectors

word vectors

pooling

one of c("flatten", "global_average", "average")

output_fun

Output activation function

output_dim

Number of neurons of the output layer

Value

keras model


systats/deeplyr documentation built on Oct. 4, 2020, 7:59 p.m.