corrcoef(base::DataMatrix &corr, base::DataMatrix *bounds=nullptr) | sgpp::datadriven::DensityEstimator | virtual |
cov(base::DataMatrix &cov, base::DataMatrix *bounds=nullptr) override | sgpp::datadriven::KernelDensityEstimator | virtual |
crossEntropy(sgpp::base::DataMatrix &samples) | sgpp::datadriven::DensityEstimator | |
DensityEstimator() | sgpp::datadriven::DensityEstimator | |
evalSubset(base::DataVector &x, std::vector< size_t > skipElements) | sgpp::datadriven::KernelDensityEstimator | |
getBandwidths(base::DataVector &sigma) | sgpp::datadriven::KernelDensityEstimator | |
getConditionalizationFactor(base::DataVector &pcond) | sgpp::datadriven::KernelDensityEstimator | |
getDim() override | sgpp::datadriven::KernelDensityEstimator | virtual |
getKernel() | sgpp::datadriven::KernelDensityEstimator | |
getNsamples() override | sgpp::datadriven::KernelDensityEstimator | virtual |
getSample(size_t isample, base::DataVector &sample) | sgpp::datadriven::KernelDensityEstimator | |
getSamples() override | sgpp::datadriven::KernelDensityEstimator | virtual |
getSamples(size_t dim) override | sgpp::datadriven::KernelDensityEstimator | virtual |
initialize(base::DataMatrix &samples) override | sgpp::datadriven::KernelDensityEstimator | virtual |
initialize(std::vector< std::shared_ptr< base::DataVector >> &samplesVec) | sgpp::datadriven::KernelDensityEstimator | |
initializeKernel(KernelType kernelType) | sgpp::datadriven::KernelDensityEstimator | |
KernelDensityEstimator(KernelType kernelType=KernelType::GAUSSIAN, BandwidthOptimizationType bandwidthOptimizationType=BandwidthOptimizationType::SILVERMANSRULE) | sgpp::datadriven::KernelDensityEstimator | explicit |
KernelDensityEstimator(std::vector< std::shared_ptr< base::DataVector >> &samplesVec, KernelType kernelType=KernelType::GAUSSIAN, BandwidthOptimizationType bandwidthOptimizationType=BandwidthOptimizationType::SILVERMANSRULE) | sgpp::datadriven::KernelDensityEstimator | explicit |
KernelDensityEstimator(base::DataMatrix &samples, KernelType kernelType=KernelType::GAUSSIAN, BandwidthOptimizationType bandwidthOptimizationType=BandwidthOptimizationType::SILVERMANSRULE) | sgpp::datadriven::KernelDensityEstimator | explicit |
KernelDensityEstimator(const KernelDensityEstimator &kde) | sgpp::datadriven::KernelDensityEstimator | |
marginalize(size_t idim) | sgpp::datadriven::KernelDensityEstimator | |
margToDimX(size_t idim) | sgpp::datadriven::KernelDensityEstimator | |
mean() override | sgpp::datadriven::KernelDensityEstimator | virtual |
pdf(base::DataVector &x) override | sgpp::datadriven::KernelDensityEstimator | virtual |
pdf(base::DataMatrix &points, base::DataVector &res) override | sgpp::datadriven::KernelDensityEstimator | virtual |
setBandwidths(const base::DataVector &sigma) | sgpp::datadriven::KernelDensityEstimator | |
setConditionalizationFactor(base::DataVector &pcond) | sgpp::datadriven::KernelDensityEstimator | |
std_deviation() | sgpp::datadriven::DensityEstimator | virtual |
updateConditionalizationFactors(base::DataVector &x, std::vector< size_t > &dims, base::DataVector &pcond) | sgpp::datadriven::KernelDensityEstimator | |
variance() override | sgpp::datadriven::KernelDensityEstimator | virtual |
~DensityEstimator() | sgpp::datadriven::DensityEstimator | virtual |
~KernelDensityEstimator() | sgpp::datadriven::KernelDensityEstimator | virtual |