mic::neural_nets::optimization Namespace Reference

Namespaces
	artificial_landscapes

Classes
class	AdaDelta
	Update using AdaDelta - adaptive gradient descent with running average E[g^2] and E[d^2]. More...
class	AdaGrad
	Update using AdaGrad - adaptive gradient descent. More...
class	Adam
	Adam - adaptive moment estimation. More...
class	AdamID
	AdamID - ADAM with integral and derivative coefficients. More...
class	GradientDescent
	Update in the direction of gradient descent. More...
class	GradPID
	GradPID - adaptive gradient descent with proportional, integral and derivative coefficients. More...
class	AdaGradPID
	AdaGradPID - adaptive gradient descent with proportional, integral and derivative coefficients. More...
class	Momentum
	Update in the direction of gradient descent - with momentum. More...
class	OptimizationArray
	A dynamic array of optimization functions (a hash-table). More...
class	OptimizationFunction
	Abstract class representing interface to optimization function. More...
class	RMSProp
	Update using RMSProp - adaptive gradient descent with running average E[g^2]. More...