MachineIntelligenceCore:NeuralNets
 All Classes Namespaces Files Functions Variables Enumerations Enumerator Friends Macros
mic::neural_nets::optimization::AdaGradPID< eT > Member List

This is the complete list of members for mic::neural_nets::optimization::AdaGradPID< eT >, including all inherited members.

AdaGradPID(size_t rows_, size_t cols_, eT decay_=0.9, eT eps_=1e-8)mic::neural_nets::optimization::AdaGradPID< eT >inline
calculateUpdate(mic::types::MatrixPtr< eT > x_, mic::types::MatrixPtr< eT > dx_, eT learning_rate_=0.001)mic::neural_nets::optimization::AdaGradPID< eT >inlinevirtual
d_ratemic::neural_nets::optimization::AdaGradPID< eT >protected
decaymic::neural_nets::optimization::AdaGradPID< eT >protected
deltamic::neural_nets::optimization::AdaGradPID< eT >protected
deltaDmic::neural_nets::optimization::AdaGradPID< eT >protected
deltaImic::neural_nets::optimization::AdaGradPID< eT >protected
deltaPmic::neural_nets::optimization::AdaGradPID< eT >protected
dx_prevmic::neural_nets::optimization::AdaGradPID< eT >protected
Edxmic::neural_nets::optimization::AdaGradPID< eT >protected
epsmic::neural_nets::optimization::AdaGradPID< eT >protected
i_ratemic::neural_nets::optimization::AdaGradPID< eT >protected
OptimizationFunction()mic::neural_nets::optimization::OptimizationFunction< eT >inline
p_ratemic::neural_nets::optimization::AdaGradPID< eT >protected
update(mic::types::MatrixPtr< eT > p_, mic::types::MatrixPtr< eT > dp_, eT learning_rate_, eT decay_=0.0)mic::neural_nets::optimization::OptimizationFunction< eT >inlinevirtual
update(mic::types::MatrixPtr< eT > p_, mic::types::MatrixPtr< eT > x_, mic::types::MatrixPtr< eT > y_, eT learning_rate_=0.001)mic::neural_nets::optimization::OptimizationFunction< eT >inlinevirtual
~OptimizationFunction()mic::neural_nets::optimization::OptimizationFunction< eT >inlinevirtual