R/dataset_methods.R

dataset_window

Combines input elements into a dataset of windows.

Description

Combines input elements into a dataset of windows.

Usage

 
dataset_window(dataset, size, shift = NULL, stride = 1, drop_remainder = FALSE) 

Arguments

Arguments Description
dataset A dataset
size representing the number of elements of the input dataset to combine into a window.
shift epresenting the forward shift of the sliding window in each iteration. Defaults to size.
stride representing the stride of the input elements in the sliding window.
drop_remainder representing whether a window should be dropped in case its size is smaller than window_size.

See Also

Other dataset methods: dataset_batch(), dataset_cache(), dataset_collect(), dataset_concatenate(), dataset_decode_delim(), dataset_filter(), dataset_interleave(), dataset_map_and_batch(), dataset_map(), dataset_padded_batch(), dataset_prefetch_to_device(), dataset_prefetch(), dataset_reduce(), dataset_repeat(), dataset_shuffle_and_repeat(), dataset_shuffle(), dataset_skip(), dataset_take_while(), dataset_take()