rex_xai.occlusions

Functions

__split_groups(neg_mask)
spectral_occlusion(mask, data[, noise, device])	Linear interpolated occlusion for spectral data, with optional added noise.

Module Contents

rex_xai.occlusions.__split_groups(neg_mask)

rex_xai.occlusions.spectral_occlusion(mask, data, noise=0.02, device='cpu')

Linear interpolated occlusion for spectral data, with optional added noise.

@param mask: boolean valued NDArray @param data: data to be occluded @param noise: parameter for optional gaussian noise.

Set to 0.0 if you want simple linear interpolation

@return torch.Tensor

Parameters:

• mask (torch.Tensor)

• data (torch.Tensor)