This is the complete list of members for SoftmaxRegressionFunction, including all inherited members.
Evaluate(const arma::mat ¶meters) const | SoftmaxRegressionFunction | |
Evaluate(const arma::mat ¶meters, const size_t start, const size_t batchSize=1) const | SoftmaxRegressionFunction | |
FitIntercept() const | SoftmaxRegressionFunction | inline |
GetGroundTruthMatrix(const arma::Row< size_t > &labels, arma::sp_mat &groundTruth) | SoftmaxRegressionFunction | |
GetInitialPoint() const | SoftmaxRegressionFunction | inline |
GetProbabilitiesMatrix(const arma::mat ¶meters, arma::mat &probabilities, const size_t start, const size_t batchSize) const | SoftmaxRegressionFunction | |
Gradient(const arma::mat ¶meters, arma::mat &gradient) const | SoftmaxRegressionFunction | |
Gradient(const arma::mat ¶meters, 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) | SoftmaxRegressionFunction | static |
InitializeWeights(arma::mat &weights, const size_t featureSize, const size_t numClasses, const bool fitIntercept=false) | SoftmaxRegressionFunction | static |
Lambda() | SoftmaxRegressionFunction | inline |
Lambda() const | SoftmaxRegressionFunction | inline |
NumClasses() const | SoftmaxRegressionFunction | inline |
NumFeatures() const | SoftmaxRegressionFunction | inline |
NumFunctions() const | SoftmaxRegressionFunction | inline |
PartialGradient(const arma::mat ¶meters, 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 |