sample_nonoverlapping_windows_existing_ax#
- hypercoil.functional.window.sample_nonoverlapping_windows_existing_ax(tensor: Tensor, window_size: int, num_windows: int = 1, windowing_axis: int = -1, multiplying_axis: int = 0, *, key: PRNGKey) Tensor[source]#
Sample windows from a tensor.
- Parameters:
- tensorTensor
The tensor to sample from.
- window_sizeint
The size of the window(s) to sample.
- num_windowsint, optional
The number of windows to sample. Default: 1.
- windowing_axisint, optional
The axis along which to sample windows. Default: -1.
- multiplying_axisint, optional
The axis along which to multiply the windows. Default: 0.
- Returns:
- Tensor
Windows from the input tensor stacked along the multiplying axis.