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The :mod:`parsimony.functions.properties` module contains base classes that are used to assign properties, i.e. functionality of the functions.
Try to keep the inheritance tree loop-free unless absolutely impossible.
Created on Mon Apr 22 10:54:29 2013
Copyright (c) 2013-2014, CEA/DSV/I2BM/Neurospin. All rights reserved.
Author: Tommy Löfstedt, Vincent Guillemot, Edouard Duchesnay and Fouad Hadj-Selem
License: BSD 3-clause.
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| Function | |||
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AtomicFunction This is a function that is not in general supposed to be minimised by itself. |
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CompositeFunction This is a function that is the combination (e.g. |
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IndicatorFunction Represents an indicator function. |
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SplittableFunction Represents a function that is the sum of two other functions such that |
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Penalty Represents the penalisation of a function. |
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Constraint Represents a constraint of a function. |
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| ProximalOperator | |||
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AugmentedProximalOperator Given the problem |
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| ProjectionOperator | |||
| CombinedProjectionOperator | |||
| Continuation | |||
| Gradient | |||
| Hessian | |||
| LipschitzContinuousGradient | |||
| StepSize | |||
| GradientMap | |||
| DualFunction | |||
| Eigenvalues | |||
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StronglyConvex Represents strongly convex functions. |
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| OR | |||
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NesterovFunction Abstract superclass of Nesterov functions. |
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__package__ = |
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