MachineIntelligenceCore:NeuralNets
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This is the complete list of members for mic::neural_nets::optimization::AdaGrad< eT >, including all inherited members.
AdaGrad(size_t rows_, size_t cols_, eT eps_=1e-8) | mic::neural_nets::optimization::AdaGrad< eT > | inline |
calculateUpdate(mic::types::MatrixPtr< eT > x_, mic::types::MatrixPtr< eT > dx_, eT learning_rate_) | mic::neural_nets::optimization::AdaGrad< eT > | inlinevirtual |
delta | mic::neural_nets::optimization::AdaGrad< eT > | protected |
eps | mic::neural_nets::optimization::AdaGrad< eT > | protected |
G | mic::neural_nets::optimization::AdaGrad< eT > | protected |
OptimizationFunction() | mic::neural_nets::optimization::OptimizationFunction< eT > | inline |
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 |