MLPACK  1.0.7
Namespaces | Classes
mlpack::optimization Namespace Reference

Namespaces

namespace  test
 

Classes

class  AugLagrangian
 The AugLagrangian class implements the Augmented Lagrangian method of optimization. More...
 
class  AugLagrangianFunction
 This is a utility class used by AugLagrangian, meant to wrap a LagrangianFunction into a function usable by a simple optimizer like L-BFGS. More...
 
class  AugLagrangianTestFunction
 This function is taken from "Practical Mathematical Optimization" (Snyman), section 5.3.8 ("Application of the Augmented Lagrangian Method"). More...
 
class  GockenbachFunction
 This function is taken from M. More...
 
class  L_BFGS
 The generic L-BFGS optimizer, which uses a back-tracking line search algorithm to minimize a function. More...
 
class  LovaszThetaSDP
 This function is the Lovasz-Theta semidefinite program, as implemented in the following paper: More...
 
class  LRSDP
 
class  SGD
 Stochastic Gradient Descent is a technique for minimizing a function which can be expressed as a sum of other functions. More...