SGD< UpdatePolicyType, DecayPolicyType > Member List

This is the complete list of members for SGD< UpdatePolicyType, DecayPolicyType >, including all inherited members.

BatchSize() const	SGD< UpdatePolicyType, DecayPolicyType >	inline
BatchSize()	SGD< UpdatePolicyType, DecayPolicyType >	inline
DecayPolicy() const	SGD< UpdatePolicyType, DecayPolicyType >	inline
DecayPolicy()	SGD< UpdatePolicyType, DecayPolicyType >	inline
MaxIterations() const	SGD< UpdatePolicyType, DecayPolicyType >	inline
MaxIterations()	SGD< UpdatePolicyType, DecayPolicyType >	inline
Optimize(DecomposableFunctionType &function, arma::mat &iterate)	SGD< UpdatePolicyType, DecayPolicyType >
ResetPolicy() const	SGD< UpdatePolicyType, DecayPolicyType >	inline
ResetPolicy()	SGD< UpdatePolicyType, DecayPolicyType >	inline
SGD(const double stepSize=0.01, const size_t batchSize=32, const size_t maxIterations=100000, const double tolerance=1e-5, const bool shuffle=true, const UpdatePolicyType &updatePolicy=UpdatePolicyType(), const DecayPolicyType &decayPolicy=DecayPolicyType(), const bool resetPolicy=true)	SGD< UpdatePolicyType, DecayPolicyType >
Shuffle() const	SGD< UpdatePolicyType, DecayPolicyType >	inline
Shuffle()	SGD< UpdatePolicyType, DecayPolicyType >	inline
StepSize() const	SGD< UpdatePolicyType, DecayPolicyType >	inline
StepSize()	SGD< UpdatePolicyType, DecayPolicyType >	inline
Tolerance() const	SGD< UpdatePolicyType, DecayPolicyType >	inline
Tolerance()	SGD< UpdatePolicyType, DecayPolicyType >	inline
UpdatePolicy() const	SGD< UpdatePolicyType, DecayPolicyType >	inline
UpdatePolicy()	SGD< UpdatePolicyType, DecayPolicyType >	inline