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SoftmaxRegressionFunction Member List

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

Evaluate(const arma::mat &parameters) const SoftmaxRegressionFunction
Evaluate(const arma::mat &parameters, const size_t start, const size_t batchSize=1) const SoftmaxRegressionFunction
FitIntercept() const SoftmaxRegressionFunctioninline
GetGroundTruthMatrix(const arma::Row< size_t > &labels, arma::sp_mat &groundTruth)SoftmaxRegressionFunction
GetInitialPoint() const SoftmaxRegressionFunctioninline
GetProbabilitiesMatrix(const arma::mat &parameters, arma::mat &probabilities, const size_t start, const size_t batchSize) const SoftmaxRegressionFunction
Gradient(const arma::mat &parameters, arma::mat &gradient) const SoftmaxRegressionFunction
Gradient(const arma::mat &parameters, const size_t start, arma::mat &gradient, const size_t batchSize=1) const SoftmaxRegressionFunction
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() const SoftmaxRegressionFunctioninline
NumClasses() const SoftmaxRegressionFunctioninline
NumFeatures() const SoftmaxRegressionFunctioninline
NumFunctions() const SoftmaxRegressionFunctioninline
PartialGradient(const arma::mat &parameters, size_t j, arma::sp_mat &gradient) const SoftmaxRegressionFunction
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