Metadata-Version: 2.1
Name: SKPD
Version: 0.0.2
Summary: image regression
Home-page: https://github.com/SanyouWu/SKPD
Author: Sanyou WU
Author-email: sanyouwsy@gmail.com
License: MIT Licence
Description: # SKPD: A General Framework of Signal Region Detection in Image Regression
        
        ## Citations
        
        Wu, S. and Feng, L. (2021)  SKPD: A General Framework of Signal Region Detection in Image Regression".
        
        Author email: sanyouwsy@gmail.com
        
        ## Environment and usage
        
        The following environments are required:
        
        - Python 3.7 (anaconda is preferable)
        - k3d (for visualize tensor case, not necessarily required)
        
        The usage refer to the **Examples.ipynb**
        
        
        <!-- ##  Matrix example shows
        
        An illustration of estimated coefficients $ \hat{C} \in\mathbb{R}^{128\times 128}$ in the linear model simulation with $n=1000$ and noise level $\sigma = 1$. From left to right columns: True signals; our 1-term SKPD; 3-term SKPD.
        
        ![matrix_examples](https://github.com/SanyouWu/SKPD/blob/main/matrix_examples.png)
        
        ## Tensor example shows
        
        ![matrix_examples](https://github.com/SanyouWu/SKPD/blob/main/tensor_example.png) -->
        
        
Platform: all
Requires-Python: >=3.7.0
Description-Content-Type: text/markdown
