ThunderSVM
ThunderSVM: An Open-Source SVM Library on GPUs and CPUs
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This is the complete list of members for NuSMOSolver, including all inherited members.
calculate_rho(const SyncArray< float_type > &f_val, const SyncArray< int > &y, SyncArray< float_type > &alpha, float_type Cp, float_type Cn) const override (defined in NuSMOSolver) | NuSMOSolver | protectedvirtual |
init_f(const SyncArray< float_type > &alpha, const SyncArray< int > &y, const KernelMatrix &k_mat, SyncArray< float_type > &f_val) const (defined in CSMOSolver) | CSMOSolver | protected |
NuSMOSolver(bool for_svr) (defined in NuSMOSolver) | NuSMOSolver | inlineexplicit |
scale_alpha_rho(SyncArray< float_type > &alpha, float_type &rho, float_type r) const (defined in NuSMOSolver) | NuSMOSolver | protected |
select_working_set(vector< int > &ws_indicator, const SyncArray< int > &f_idx2sort, const SyncArray< int > &y, const SyncArray< float_type > &alpha, float_type Cp, float_type Cn, SyncArray< int > &working_set) const override (defined in NuSMOSolver) | NuSMOSolver | protectedvirtual |
smo_kernel(const SyncArray< int > &y, SyncArray< float_type > &f_val, SyncArray< float_type > &alpha, SyncArray< float_type > &alpha_diff, const SyncArray< int > &working_set, float_type Cp, float_type Cn, const SyncArray< float_type > &k_mat_rows, const SyncArray< float_type > &k_mat_diag, int row_len, float_type eps, SyncArray< float_type > &diff, int max_iter) const override (defined in NuSMOSolver) | NuSMOSolver | protectedvirtual |
solve(const KernelMatrix &k_mat, const SyncArray< int > &y, SyncArray< float_type > &alpha, float_type &rho, SyncArray< float_type > &f_val, float_type eps, float_type Cp, float_type Cn, int ws_size) const (defined in CSMOSolver) | CSMOSolver |