PLSSVM - Parallel Least Squares Support Vector Machine
2.0.0
A Least Squares Support Vector Machine implementation using different backends.
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This is the complete list of members for plssvm::openmp::csvm, including all inherited members.
calculate_w(const std::vector< std::vector< real_type >> &support_vectors, const std::vector< real_type > &alpha) const | plssvm::openmp::csvm | protected |
csvm(parameter params={}) | plssvm::openmp::csvm | explicit |
csvm(target_platform target, parameter params={}) | plssvm::openmp::csvm | explicit |
csvm(Args &&...named_args) | plssvm::openmp::csvm | inlineexplicit |
csvm(const target_platform target, Args &&...named_args) | plssvm::openmp::csvm | inlineexplicit |
csvm(const csvm &)=delete | plssvm::openmp::csvm | |
csvm(csvm &&) noexcept=default | plssvm::openmp::csvm | |
plssvm::csvm::csvm(const csvm &)=delete | plssvm::csvm | |
plssvm::csvm::csvm(csvm &&) noexcept=default | plssvm::csvm | |
fit(const data_set< real_type, label_type > &data, Args &&...named_args) const | plssvm::csvm | |
generate_q(const detail::parameter< real_type > ¶ms, const std::vector< std::vector< real_type >> &data) const | plssvm::openmp::csvm | protected |
get_params() const noexcept | plssvm::csvm | inline |
get_target_platform() const noexcept | plssvm::csvm | inline |
init(target_platform target) | plssvm::openmp::csvm | private |
operator=(const csvm &)=delete | plssvm::openmp::csvm | |
operator=(csvm &&) noexcept=default | plssvm::openmp::csvm | |
plssvm::csvm::operator=(const csvm &)=delete | plssvm::csvm | |
plssvm::csvm::operator=(csvm &&) noexcept=default | plssvm::csvm | |
params_ | plssvm::csvm | private |
predict(const model< real_type, label_type > &model, const data_set< real_type, label_type > &data) const | plssvm::csvm | |
predict_values(const detail::parameter< float > ¶ms, const std::vector< std::vector< float >> &support_vectors, const std::vector< float > &alpha, float rho, std::vector< float > &w, const std::vector< std::vector< float >> &predict_points) const override | plssvm::openmp::csvm | inlineprotectedvirtual |
predict_values(const detail::parameter< double > ¶ms, const std::vector< std::vector< double >> &support_vectors, const std::vector< double > &alpha, double rho, std::vector< double > &w, const std::vector< std::vector< double >> &predict_points) const override | plssvm::openmp::csvm | inlineprotectedvirtual |
predict_values_impl(const detail::parameter< real_type > ¶ms, const std::vector< std::vector< real_type >> &support_vectors, const std::vector< real_type > &alpha, real_type rho, std::vector< real_type > &w, const std::vector< std::vector< real_type >> &predict_points) const | plssvm::openmp::csvm | protected |
run_device_kernel(const detail::parameter< real_type > ¶ms, const std::vector< real_type > &q, std::vector< real_type > &ret, const std::vector< real_type > &d, const std::vector< std::vector< real_type >> &data, real_type QA_cost, real_type add) const | plssvm::openmp::csvm | protected |
sanity_check_parameter() const | plssvm::csvm | inlineprivate |
score(const model< real_type, label_type > &model) const | plssvm::csvm | |
score(const model< real_type, label_type > &model, const data_set< real_type, label_type > &data) const | plssvm::csvm | |
set_params(parameter params) noexcept | plssvm::csvm | inline |
set_params(Args &&...named_args) | plssvm::csvm | |
solve_system_of_linear_equations(const detail::parameter< float > ¶ms, const std::vector< std::vector< float >> &A, std::vector< float > b, float eps, unsigned long long max_iter) const override | plssvm::openmp::csvm | inlineprotectedvirtual |
solve_system_of_linear_equations(const detail::parameter< double > ¶ms, const std::vector< std::vector< double >> &A, std::vector< double > b, double eps, unsigned long long max_iter) const override | plssvm::openmp::csvm | inlineprotectedvirtual |
solve_system_of_linear_equations_impl(const detail::parameter< real_type > ¶ms, const std::vector< std::vector< real_type >> &A, std::vector< real_type > b, real_type eps, unsigned long long max_iter) const | plssvm::openmp::csvm | protected |
target_ | plssvm::csvm | protected |
~csvm() override=default | plssvm::openmp::csvm | virtual |