| accelerated_exact_solver_type_blendenpik | |
| accelerated_exact_solver_type_lsrn | |
| accelerated_exact_solver_type_sb< TransformType > | |
| skylark::algorithms::accelerated_regression_solver_t< RegressionProblemType, RhsType, SolType, AlgTag > | |
| skylark::algorithms::accelerated_regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, blendenpik_tag< PrecondTag > > | Specialization for Blendenpik algorithm |
| skylark::algorithms::accelerated_regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, lsrn_tag< PrecondTag > > | Specialization for LSRN algorithm |
| skylark::algorithms::accelerated_regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, simplified_blendenpik_tag< TransformType, PrecondTag > > | Specialization for simplified Blendenpik algorithm |
| skylark::base::allocation_exception | Exceptions for allocating memory in sketch layer |
| skylark::algorithms::blendenpik_tag< PrecondTag > | |
| BlockADMMSolver< T > | |
| cmatrix | |
| skylark::sketch::columnwise_tag | Apply the sketch/transform to the columns. In matrix form this is A->SA |
| skylark::base::combblas_exception | Exceptions thrown by CombBLAS |
| skylark::base::computed_matrix_t< MatrixType > | |
| skylark::algorithms::constraint_reg_tag< NormType > | |
| skylark::base::context_t | |
| skylark::sketch::CT_data_t | |
| skylark::sketch::CT_t< InputMatrixType, OutputMatrixType > | |
| skylark::sketch::CWT_data_t | |
| skylark::sketch::CWT_t< InputMatrixType, OutputMatrixType > | |
| skylark::sketch::dense_transform_data_t< ValueDistribution > | |
| skylark::sketch::dense_transform_t< InputMatrixType, OutputMatrixType, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType >, elem::DistMatrix< ValueType >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType >, elem::DistMatrix< ValueType, elem::CIRC, elem::CIRC >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType >, elem::Matrix< ValueType >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType, ColDist, elem::STAR >, elem::DistMatrix< ValueType, ColDist, elem::STAR >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType, ColDist, elem::STAR >, elem::DistMatrix< ValueType, elem::CIRC, elem::CIRC >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType, ColDist, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType, ColDist, elem::STAR >, elem::Matrix< ValueType >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType, elem::STAR, RowDist >, elem::DistMatrix< ValueType, elem::CIRC, elem::CIRC >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType, elem::STAR, RowDist >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType, elem::STAR, RowDist >, elem::DistMatrix< ValueType, elem::STAR, RowDist >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< elem::DistMatrix< ValueType, elem::STAR, RowDist >, elem::Matrix< ValueType >, ValueDistribution > | |
| skylark::sketch::dense_transform_t< InputType< ValueType >, elem::Matrix< ValueType >, ValueDistribution > | |
| skylark::sketch::dimension_tag | |
| Dummy_t< InputMatrixType, OutputMatrixType > | |
| skylark::base::elemental_exception | Exceptions thrown by Elemental |
| skylark::utility::empty_matrix_t< MatrixOrVectorType > | |
| skylark::utility::empty_matrix_t< elem::DistMatrix< ValueType, CD, RD > > | |
| skylark::utility::empty_matrix_t< elem::Matrix< ValueType > > | |
| skylark::utility::empty_matrix_t< FullyDistMultiVec< IndexType, ValueType > > | |
| skylark::utility::empty_matrix_t< FullyDistVec< IndexType, ValueType > > | |
| skylark::utility::empty_matrix_t< SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > > > | |
| std::equal_to< const char * > | |
| std::equal_to< std::pair< T1, T2 > > | |
| exact_solver_type< AlgTag > | |
| exact_solver_type1< AlgTag > | |
| exact_solver_type< skyalg::iterative_l2_solver_tag< KT > > | |
| skylark::ml::kernels::expsemigroup_t | |
| skylark::sketch::ExpSemigroupRLT_data_t | |
| skylark::sketch::ExpSemigroupRLT_t< InputMatrixType, OutputMatrixType > | |
| skylark::ml::fast_feature_transform_tag | |
| skylark::sketch::FastGaussianRFT_t< InputMatrixType, OutputMatrixType > | |
| skylark::sketch::FastRFT_t< InputMatrixType, OutputMatrixType > | |
| skylark::ml::feature_transform_type_tag | |
| skylark::sketch::FJLT_data_t | |
| skylark::sketch::FJLT_t< InputMatrixType, OutputMatrixType > | |
| skylark::sketch::FJLT_t< elem::DistMatrix< ValueType, ColDist, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR > > | |
| skylark::sketch::FJLT_t< elem::DistMatrix< ValueType, ColDist, elem::STAR >, elem::Matrix< ValueType > > | |
| FullyDistMultiVec< IndexType, ValueType > | |
| skylark::ml::kernels::gaussian_t | |
| skylark::sketch::GaussianRFT_data_t | |
| skylark::sketch::GaussianRFT_t< InputMatrixType, OutputMatrixType > | |
| skylark::sketch::hash_transform_data_t< IdxDistributionType, ValueDistribution > | |
| skylark::sketch::hash_transform_t< InputMatrixType, OutputMatrixType, IdxDistributionType, ValueDistribution > | |
| skylark::sketch::hash_transform_t< base::sparse_matrix_t< ValueType >, base::sparse_matrix_t< ValueType >, IdxDistributionType, ValueDistribution > | |
| skylark::sketch::hash_transform_t< base::sparse_matrix_t< ValueType >, elem::Matrix< ValueType >, IdxDistributionType, ValueDistribution > | |
| skylark::sketch::hash_transform_t< elem::DistMatrix< ValueType, ColDist, RowDist >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, IdxDistributionType, ValueDistribution > | |
| skylark::sketch::hash_transform_t< elem::DistMatrix< ValueType, ColDist, RowDist >, elem::Matrix< ValueType >, IdxDistributionType, ValueDistribution > | |
| skylark::sketch::hash_transform_t< elem::Matrix< ValueType >, elem::Matrix< ValueType >, IdxDistributionType, ValueDistribution > | |
| skylark::sketch::hash_transform_t< FullyDistMultiVec< IndexType, ValueType >, FullyDistMultiVec< IndexType, ValueType >, IdxDistributionType, ValueDistribution > | |
| skylark::sketch::hash_transform_t< SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > >, base::sparse_matrix_t< ValueType >, IdxDistributionType, ValueDistribution > | |
| skylark::sketch::hash_transform_t< SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > >, elem::DistMatrix< ValueType, ColDist, RowDist >, IdxDistributionType, ValueDistribution > | |
| skylark::sketch::hash_transform_t< SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > >, elem::Matrix< ValueType >, IdxDistributionType, ValueDistribution > | |
| skylark::sketch::hash_transform_t< SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > >, SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > >, IdxDistributionType, ValueDistribution > | |
| hilbert_options_t | |
| hingeloss | |
| skylark::nla::id_precond_t< T > | |
| skylark::base::io_exception | Exceptions when doing I/O |
| skylark::nla::iter_params_t | |
| skylark::nla::iter_solver_op_t< SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > >, FullyDistMultiVec< IndexType, ValueType > > | |
| skylark::algorithms::iterative_l2_solver_tag< KrylovMethod > | |
| skylark::sketch::JLT_data_t | |
| skylark::sketch::JLT_t< InputMatrixType, OutputMatrixType > | |
| skylark::algorithms::kernel_tag | Tag for specifying a kernel regression |
| skylark::algorithms::krylov_tag | Tag for all krylov methods to inherit from |
| l1 | |
| skylark::algorithms::l1_tag | Tag for specifying a L1 norm |
| l2 | |
| skylark::algorithms::l2_solver_tag | |
| skylark::algorithms::l2_tag | Tag for specifying a L2 norm |
| ladloss | |
| skylark::ml::kernels::laplacian_t | |
| skylark::sketch::LaplacianRFT_data_t | |
| skylark::sketch::LaplacianRFT_t< InputMatrixType, OutputMatrixType > | |
| skylark::algorithms::linear_tag | Tag for specifying a linear regression |
| skylark::algorithms::linearl2_reg_fast_alg_tag | |
| logisticloss | |
| lossfunction | |
| skylark::algorithms::lp_tag< dem, num > | Tag for specifying a Lp norm, where p = dem / num |
| skylark::algorithms::lsqr_tag | Tag for using LSQR |
| skylark::algorithms::lsrn_tag< PrecondTag > | |
| skylark::nla::mat_precond_t< XType, NType > | |
| skylark::sketch::MMT_data_t | |
| skylark::sketch::MMT_t< InputMatrixType, OutputMatrixType > | |
| skylark::ml::model_t< InputType, OutputType > | |
| skylark::base::mpi_exception | Exceptions thrown by Boost MPI |
| skylark::algorithms::ne_l2_solver_tag | Tag for using normal equations to solve L2 linear regression problems |
| skylark::base::nla_exception | Exceptions in the nla layer |
| skylark::algorithms::no_reg_tag | |
| skylark::sketch::MMT_data_t::params_t | Params structure |
| skylark::sketch::PPT_data_t::params_t | Params structure |
| skylark::sketch::GaussianRFT_data_t::params_t | Params structure |
| skylark::sketch::LaplacianRFT_data_t::params_t | Params structure |
| skylark::sketch::ExpSemigroupRLT_data_t::params_t | Params structure |
| skylark::sketch::CT_data_t::params_t | Params structure |
| skylark::sketch::CWT_data_t::params_t | Params structure |
| skylark::sketch::JLT_data_t::params_t | Params structure |
| skylark::sketch::FJLT_data_t::params_t | Params structure |
| skylark::sketch::WZT_data_t::params_t | Params structure |
| skylark::ml::kernels::polynomial_t | |
| skylark::algorithms::polynomial_tag | Tag for specifying a polynomial regression |
| skylark::nla::iter_solver_op_t< SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > >, FullyDistMultiVec< IndexType, ValueType > >::pow_t< p, invert > | |
| skylark::sketch::PPT_data_t | |
| skylark::sketch::PPT_t< InputMatrixType, OutputMatrixType > | |
| skylark::algorithms::precond_alg_tag | |
| skylark::nla::precond_t< T > | |
| skylark::utility::print_t< DataType > | |
| skylark::utility::print_t< elem::DistMatrix< ValueType, CD, RD > > | |
| skylark::utility::print_t< elem::Matrix< ValueType > > | |
| skylark::utility::print_t< FullyDistMultiVec< IndexType, ValueType > > | |
| skylark::utility::print_t< FullyDistVec< IndexType, ValueType > > | |
| skylark::utility::print_t< SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > > > | |
| skylark::algorithms::qr_l2_solver_tag | Tag for using QR to solve L2 linear regression problems |
| skylark::algorithms::qr_precond_tag | |
| skylark::utility::rademacher_distribution_t< ValueType > | |
| skylark::nla::rand_svd_params_t | |
| skylark::base::random123_exception | Exceptions in the Random123 layer |
| skylark::utility::random_array_t | |
| skylark::utility::random_samples_array_t< Distribution > | |
| skylark::nla::randsvd_t< SketchTransform > | |
| skylark::algorithms::regression_problem_t< InputMatrixType, RegressionType, PenaltyType, RegularizationType > | |
| skylark::algorithms::regression_problem_t< InputMatrixType, linear_tag, PenaltyType, no_reg_tag > | |
| skylark::algorithms::regression_solver_t< RegressionProblemType, RhsType, SolType, AlgTag > | |
| skylark::algorithms::regression_solver_t< regression_problem_t< base::computed_matrix_t< elem::DistMatrix< ValueType, VD, elem::STAR > >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, sne_l2_solver_tag > | |
| skylark::algorithms::regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType >, elem::DistMatrix< ValueType >, qr_l2_solver_tag > | |
| skylark::algorithms::regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, qr_l2_solver_tag > | |
| skylark::algorithms::regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, qr_l2_solver_tag > | |
| skylark::algorithms::regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, sne_l2_solver_tag > | |
| skylark::algorithms::regression_solver_t< regression_problem_t< elem::DistMatrix< ValueType, VD, elem::STAR >, linear_tag, l2_tag, no_reg_tag >, elem::DistMatrix< ValueType, VD, elem::STAR >, elem::DistMatrix< ValueType, elem::STAR, elem::STAR >, svd_l2_solver_tag > | |
| skylark::algorithms::regression_solver_t< regression_problem_t< elem::Matrix< ValueType >, linear_tag, l2_tag, no_reg_tag >, elem::Matrix< ValueType >, elem::Matrix< ValueType >, qr_l2_solver_tag > | |
| skylark::algorithms::regression_solver_t< regression_problem_t< MatrixType, linear_tag, l2_tag, no_reg_tag >, RhsType, SolType, iterative_l2_solver_tag< KrylovMethod > > | |
| skylark::ml::regular_feature_transform_tag | |
| regularization | |
| skylark::sketch::RFT_data_t< KernelDistribution > | |
| skylark::sketch::RFT_t< InputMatrixType, OutputMatrixType, KernelDistribution > | |
| skylark::sketch::RFT_t< elem::DistMatrix< ValueType, ColDist, elem::STAR >, elem::DistMatrix< ValueType, ColDist, elem::STAR >, KernelDistribution > | |
| skylark::sketch::RFT_t< InputType< ValueType >, elem::Matrix< ValueType >, KernelDistribution > | |
| skylark::sketch::RFUT_data_t< ValueDistributionType > | |
| skylark::sketch::RFUT_t< MatrixType, FUT, ValueDistributionType > | |
| skylark::sketch::RFUT_t< elem::DistMatrix< ValueType, elem::STAR, RowDist >, FUT, ValueDistributionType > | |
| skylark::sketch::RFUT_t< elem::DistMatrix< ValueType, RowDist, elem::STAR >, FUT, ValueDistributionType > | |
| skylark::algorithms::ridge_reg_tag< PenaltyType > | |
| skylark::sketch::RLT_data_t< KernelDistribution > | |
| skylark::sketch::RLT_t< InputMatrixType, OutputMatrixType, KernelDistribution > | |
| skylark::sketch::RLT_t< InputType< ValueType >, elem::Matrix< ValueType >, KernelDistribution > | |
| skylark::sketch::rowwise_tag | Apply the sketch/transform to the rows. In matrix form this is A->AS^T |
| skylark::nla::iter_solver_op_t< SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > >, FullyDistMultiVec< IndexType, ValueType > >::scale_t | |
| skylark::nla::iter_solver_op_t< SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > >, FullyDistMultiVec< IndexType, ValueType > >::scaled_bin_op_t< BinaryOperation > | |
| skylark::algorithms::simplified_blendenpik_tag< TransformType, PrecondTag > | |
| skylark::base::sketch_exception | Exceptions in the sketch layer |
| skylark::sketch::sketch_params_t | |
| skylark::sketch::sketch_transform_data_t | |
| skylark::sketch::sketch_transform_t< InputMatrixType, OutputMatrixType > | |
| skylark::sketch::c::sketch_transform_t | |
| skylark::algorithms::sketched_regression_solver_t< RegressionProblemType, RhsType, SolType, SketchedRegressionType, SketchType, SketchRhsType, SketchTransformType, ExactAlgTag > | |
| skylark::algorithms::sketched_regression_solver_t< regression_problem_t< InputType, RegressionType, PenaltyType, RegularizationType >, RhsType, SolType, SketchedRegressionType, elem::DistMatrix< typename utility::typer_t< InputType >::value_type, CD, RD >, elem::DistMatrix< typename utility::typer_t< InputType >::value_type, CD, RD >, TransformType, ExactAlgTag > | |
| skylark::algorithms::sketched_regression_solver_t< regression_problem_t< InputType, RegressionType, PenaltyType, RegularizationType >, RhsType, SolType, SketchedRegressionType, elem::Matrix< typename utility::typer_t< InputType >::value_type >, elem::Matrix< typename utility::typer_t< InputType >::value_type >, TransformType, ExactAlgTag > | |
| sketched_solver_type< TransformType > | |
| skylark::nla::sketched_svd_t< InputMatrixType, OutputMatrixType, SketchTransformType > | |
| skylark::base::skylark_exception | Define a base exception |
| skylark::algorithms::sne_l2_solver_tag | Tag for using semi-normal equations to solve L2 linear regression problems |
| skylark::base::sparse_matrix_t< ValueType > | |
| squaredloss | |
| skylark::utility::standard_levy_distribution_t< ValueType > | |
| skylark::algorithms::svd_l2_solver_tag | Tag for using SVD to solve L2 linear regression problems |
| skylark::algorithms::svd_precond_tag | |
| skylark::nla::tri_inverse_precond_t< XType, RType, UL, D > | |
| skylark::utility::typer_t< T > | |
| skylark::utility::uniform_distribution_t< ValueType > | |
| skylark::utility::uniform_distribution_t< bool > | |
| skylark::utility::uniform_distribution_t< double > | |
| skylark::utility::uniform_distribution_t< int > | |
| skylark::utility::uniform_distribution_t< size_t > | |
| skylark::utility::uniform_matrix_t< MatrixOrVectorType > | |
| skylark::utility::uniform_matrix_t< elem::DistMatrix< ValueType, CD, RD > > | |
| skylark::utility::uniform_matrix_t< elem::Matrix< ValueType > > | |
| skylark::utility::uniform_matrix_t< FullyDistMultiVec< IndexType, ValueType > > | |
| skylark::utility::uniform_matrix_t< FullyDistVec< IndexType, ValueType > > | |
| skylark::utility::uniform_matrix_t< SpParMat< IndexType, ValueType, SpDCCols< IndexType, ValueType > > > | |
| skylark::base::unsupported_base_operation | Exceptions for unsupported base operation |
| skylark::base::unsupported_matrix_distribution | Exceptions for unsupported matrix distributions in Elemental |
| skylark::sketch::WZT_data_t | |
| skylark::sketch::WZT_t< InputMatrixType, OutputMatrixType > | |
