SoftmaxRegressionFunction Member List

This is the complete list of members for SoftmaxRegressionFunction, including all inherited members.

Evaluate(const arma::mat &parameters) constSoftmaxRegressionFunction
Evaluate(const arma::mat &parameters, const size_t start, const size_t batchSize=1) constSoftmaxRegressionFunction
FitIntercept() constSoftmaxRegressionFunctioninline
GetGroundTruthMatrix(const arma::Row< size_t > &labels, arma::sp_mat &groundTruth)SoftmaxRegressionFunction
GetInitialPoint() constSoftmaxRegressionFunctioninline
GetProbabilitiesMatrix(const arma::mat &parameters, arma::mat &probabilities, const size_t start, const size_t batchSize) constSoftmaxRegressionFunction
Gradient(const arma::mat &parameters, arma::mat &gradient) constSoftmaxRegressionFunction
Gradient(const arma::mat &parameters, const size_t start, arma::mat &gradient, const size_t batchSize=1) constSoftmaxRegressionFunction
InitializeWeights()SoftmaxRegressionFunction
InitializeWeights(const size_t featureSize, const size_t numClasses, const bool fitIntercept=false)SoftmaxRegressionFunctionstatic
InitializeWeights(arma::mat &weights, const size_t featureSize, const size_t numClasses, const bool fitIntercept=false)SoftmaxRegressionFunctionstatic
Lambda()SoftmaxRegressionFunctioninline
Lambda() constSoftmaxRegressionFunctioninline
NumClasses() constSoftmaxRegressionFunctioninline
NumFeatures() constSoftmaxRegressionFunctioninline
NumFunctions() constSoftmaxRegressionFunctioninline
PartialGradient(const arma::mat &parameters, size_t j, arma::sp_mat &gradient) constSoftmaxRegressionFunction
Shuffle()SoftmaxRegressionFunction
SoftmaxRegressionFunction(const arma::mat &data, const arma::Row< size_t > &labels, const size_t numClasses, const double lambda=0.0001, const bool fitIntercept=false)SoftmaxRegressionFunction