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_interface | virtual |
compute_function_value(const DenseVector &point, const size_t mbStart=0, const size_t mbSize=-1) | turi::optimization::first_order_opt_interface | virtual |
compute_gradient(const DenseVector &point, DenseVector &gradient, const size_t mbStart=0, const size_t mbSize=-1) | turi::optimization::first_order_opt_interface | virtual |
compute_hessian(const DenseVector &point, DenseMatrix &hessian) | turi::optimization::second_order_opt_interface | virtual |
compute_second_order_statistics(const DenseVector &point, DenseMatrix &hessian, DenseVector &gradient, double &function_value) | turi::supervised::linear_regression_opt_interface | virtual |
compute_validation_first_order_statistics(const DenseVector &point, DenseVector &gradient, double &function_value) | turi::supervised::linear_regression_opt_interface | |
examples | turi::supervised::linear_regression_opt_interface | protected |
feature_rescaling | turi::supervised::linear_regression_opt_interface | protected |
features | turi::supervised::linear_regression_opt_interface | protected |
get_status(const DenseVector &coefs, const std::vector< std::string > &stats) | turi::supervised::linear_regression_opt_interface | virtual |
get_status_header(const std::vector< std::string > &stat_names) | turi::supervised::linear_regression_opt_interface | virtual |
init_feature_rescaling() | turi::supervised::linear_regression_opt_interface | |
is_dense | turi::supervised::linear_regression_opt_interface | protected |
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() const | turi::supervised::linear_regression_opt_interface | virtual |
num_validation_examples() const | turi::supervised::linear_regression_opt_interface | |
num_variables() const | turi::supervised::linear_regression_opt_interface | virtual |
rescale_solution(DenseVector &coefs) | turi::supervised::linear_regression_opt_interface | |
reset(int seed) | turi::optimization::first_order_opt_interface | virtual |
scaler | turi::supervised::linear_regression_opt_interface | protected |
set_threads(size_t _n_threads) | turi::supervised::linear_regression_opt_interface | |
variables | turi::supervised::linear_regression_opt_interface | protected |
~first_order_opt_interface() | turi::optimization::first_order_opt_interface | virtual |
~linear_regression_opt_interface() | turi::supervised::linear_regression_opt_interface | |
~second_order_opt_interface() | turi::optimization::second_order_opt_interface | virtual |