pad_sequences: Pads sequences to the same length
In dfalbel/keras: R Interface to 'Keras'

Description Usage Arguments Details Value See Also

Pads sequences to the same length

pad_sequences(
  sequences,
  maxlen = NULL,
  dtype = "int32",
  padding = "pre",
  truncating = "pre",
  value = 0
)

`sequences`	List of lists where each element is a sequence
`maxlen`	int, maximum length of all sequences
`dtype`	type of the output sequences
`padding`	'pre' or 'post', pad either before or after each sequence.
`truncating`	'pre' or 'post', remove values from sequences larger than maxlen either in the beginning or in the end of the sequence
`value`	float, padding value

This function transforms a list of num_samples sequences (lists of integers) into a matrix of shape (num_samples, num_timesteps). num_timesteps is either the maxlen argument if provided, or the length of the longest sequence otherwise.

Sequences that are shorter than num_timesteps are padded with value at the end.

Sequences longer than num_timesteps are truncated so that they fit the desired length. The position where padding or truncation happens is determined by the arguments padding and truncating, respectively.

Pre-padding is the default.

Matrix with dimensions (number_of_sequences, maxlen)

Other text preprocessing: make_sampling_table(), skipgrams(), text_hashing_trick(), text_one_hot(), text_to_word_sequence()