Turi Create  4.0
turi::supervised::linear_regression_opt_interface Member List

This is the complete list of members for turi::supervised::linear_regression_opt_interface, including all inherited members.

compute_first_order_statistics(const DenseVector &point, DenseVector &gradient, double &function_value, const size_t mbStart=0, const size_t mbSize=-1)turi::supervised::linear_regression_opt_interfacevirtual
compute_function_value(const DenseVector &point, const size_t mbStart=0, const size_t mbSize=-1)turi::optimization::first_order_opt_interfacevirtual
compute_gradient(const DenseVector &point, DenseVector &gradient, const size_t mbStart=0, const size_t mbSize=-1)turi::optimization::first_order_opt_interfacevirtual
compute_hessian(const DenseVector &point, DenseMatrix &hessian)turi::optimization::second_order_opt_interfacevirtual
compute_second_order_statistics(const DenseVector &point, DenseMatrix &hessian, DenseVector &gradient, double &function_value)turi::supervised::linear_regression_opt_interfacevirtual
compute_validation_first_order_statistics(const DenseVector &point, DenseVector &gradient, double &function_value)turi::supervised::linear_regression_opt_interface
examplesturi::supervised::linear_regression_opt_interfaceprotected
feature_rescalingturi::supervised::linear_regression_opt_interfaceprotected
featuresturi::supervised::linear_regression_opt_interfaceprotected
get_status(const DenseVector &coefs, const std::vector< std::string > &stats)turi::supervised::linear_regression_opt_interfacevirtual
get_status_header(const std::vector< std::string > &stat_names)turi::supervised::linear_regression_opt_interfacevirtual
init_feature_rescaling()turi::supervised::linear_regression_opt_interface
is_denseturi::supervised::linear_regression_opt_interfaceprotected
linear_regression_opt_interface(const ml_data &_data, const ml_data &_valid_data, linear_regression &_model, bool _feature_rescaling=true)turi::supervised::linear_regression_opt_interface
num_examples() constturi::supervised::linear_regression_opt_interfacevirtual
num_validation_examples() constturi::supervised::linear_regression_opt_interface
num_variables() constturi::supervised::linear_regression_opt_interfacevirtual
rescale_solution(DenseVector &coefs)turi::supervised::linear_regression_opt_interface
reset(int seed)turi::optimization::first_order_opt_interfacevirtual
scalerturi::supervised::linear_regression_opt_interfaceprotected
set_threads(size_t _n_threads)turi::supervised::linear_regression_opt_interface
variablesturi::supervised::linear_regression_opt_interfaceprotected
~first_order_opt_interface()turi::optimization::first_order_opt_interfacevirtual
~linear_regression_opt_interface()turi::supervised::linear_regression_opt_interface
~second_order_opt_interface()turi::optimization::second_order_opt_interfacevirtual