Learning Curve Plus Plus (LCPP)
algo::regression::GaussianProcess< K, T > Member List

This is the complete list of members for algo::regression::GaussianProcess< K, T >, including all inherited members.

ComputeError(const arma::Mat< T > &inputs, const arma::Row< T > &labels) constalgo::regression::GaussianProcess< K, T >
GaussianProcess(const Ts &... args)algo::regression::GaussianProcess< K, T >inline
GaussianProcess(const arma::Mat< T > &inputs, const arma::Row< T > &labels, const T lambda, const Ts &... args)algo::regression::GaussianProcess< K, T >
GaussianProcess(const arma::Mat< T > &inputs, const arma::Row< T > &labels)algo::regression::GaussianProcess< K, T >
Lambda(const T &lambda)algo::regression::GaussianProcess< K, T >inline
LogLikelihood(const arma::Mat< T > &inputs, const arma::Row< T > &labels) constalgo::regression::GaussianProcess< K, T >
Parameters() constalgo::regression::GaussianProcess< K, T >inline
Parameters() (defined in algo::regression::GaussianProcess< K, T >)algo::regression::GaussianProcess< K, T >inline
Predict(const arma::Mat< T > &inputs, arma::Row< T > &labels) constalgo::regression::GaussianProcess< K, T >
PredictVariance(const arma::Mat< T > &inputs, arma::Mat< T > &labels)algo::regression::GaussianProcess< K, T >
SamplePosterior(const size_t k, const arma::Mat< T > &inputs, arma::Mat< T > &labels)algo::regression::GaussianProcess< K, T >
SamplePrior(const size_t k, const arma::Mat< T > &inputs, arma::Mat< T > &labels) constalgo::regression::GaussianProcess< K, T >
serialize(Archive &ar, const unsigned int)algo::regression::GaussianProcess< K, T >inline
Train(const arma::Mat< T > &inputs, const arma::Row< T > &labels)algo::regression::GaussianProcess< K, T >