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()