Pytorch Wavelet Toolbox (`ptwt`) ================================ The Toolbox provides padded fast wavelet transforms in the `conv_transform` modules. The `matmul_transform` modules support boundary wavelets. The `packet` module supports forward-packets transforms. The `sparse_math` module provides utility functions for the boundary wavelet transforms. Finally, the experimental `learnable_wavelets` module supports gradient descent optimization of wavelet filters with soft constraints. .. toctree:: :maxdepth: 4 ptwt