Metadata-Version: 2.1
Name: pytorch_wavelet
Version: 1.2
Summary: UNKNOWN
Home-page: UNKNOWN
Author: ['Michael Kellman']
Author-email: michael.kellman@ucsf.edu
License: BSD
Description: # Wavelet Transform for Pytorch
        
        This package provides a differentiable Pytorch implementation of the Haar wavelet transform.
        
        ![asdf](https://github.com/kellman/pytorch_wavelet/blob/main/figures/output.png)
        
        ## Usage
        
        ``` 
        import torch
        import matplotlib.pyplot as plt
        from skimage import data
        import pytorch_wavelet as wavelet
        
        x = torch.from_numpy(data.camera())
        a = wavelet.visualize(x, Nlayers = 2)
        
        plt.figure()
        plt.subplot(121)
        plt.imshow(x)
        plt.title('Image')
        plt.subplot(122)
        plt.imshow(a)
        plt.title('Wavelet Decomposition')
        
        ```
        
        ## Install
        
        ```pip install pytorch-wavelet ```
        
        
Platform: UNKNOWN
Description-Content-Type: text/markdown
