Source Code for Package parsimony.functions

 1  # -*- coding: utf-8 -*- 
 2  """ 
 3  Created on Tue Jan 21 14:54:28 2014 
 4   
 5  Copyright (c) 2013-2014, CEA/DSV/I2BM/Neurospin. All rights reserved. 
 6   
 7  @author:  Tommy Löfstedt 
 8  @email:   lofstedt.tommy@gmail.com 
 9  @license: BSD 3-clause. 
10  """ 
11  from . import properties 
12  from . import losses 
13  from . import penalties 
14   
15  from .combinedfunctions import CombinedFunction 
16  from .combinedfunctions import LinearRegressionL1L2TV 
17  from .combinedfunctions import LinearRegressionL1L2GL 
18  from .combinedfunctions import LogisticRegressionL1L2TV 
19  from .combinedfunctions import LogisticRegressionL1L2GL 
20  from .combinedfunctions import LinearRegressionL2SmoothedL1TV 
21  from .combinedfunctions import AugmentedLinearRegressionL1L2TV 
22  from .combinedfunctions import PrincipalComponentAnalysisL1TV 
23   
24  __all__ = ["properties", "losses", "penalties", 
25   
26             "CombinedFunction", 
27             "LinearRegressionL1L2TV", "LinearRegressionL1L2GL", 
28             "LogisticRegressionL1L2TV", "LogisticRegressionL1L2GL", 
29             "LinearRegressionL2SmoothedL1TV", "AugmentedLinearRegressionL1L2TV", 
30             "PrincipalComponentAnalysisL1TV"] 
31