List of all items

Structs

• datafits::multi_task::QuadraticMultiTask
• datafits::single_task::Logistic
• datafits::single_task::Quadratic
• datasets::DatasetBase
• datasets::csc_array::CSCArray
• estimators::estimators::BlockMCPEstimator
• estimators::estimators::ElasticNet
• estimators::estimators::Lasso
• estimators::estimators::MCPEstimator
• estimators::estimators::MultiTaskElasticNet
• estimators::estimators::MultiTaskLasso
• estimators::hyperparams::BlockMCPValidParams
• estimators::hyperparams::BlockMCParams
• estimators::hyperparams::ElasticNetParams
• estimators::hyperparams::ElasticNetValidParams
• estimators::hyperparams::LassoParams
• estimators::hyperparams::LassoValidParams
• estimators::hyperparams::MCPValidParams
• estimators::hyperparams::MCParams
• estimators::hyperparams::MultiTaskElasticNetParams
• estimators::hyperparams::MultiTaskElasticNetValidParams
• estimators::hyperparams::MultiTaskLassoParams
• estimators::hyperparams::MultiTaskLassoValidParams
• penalties::block_separable::BlockL1PlusL2
• penalties::block_separable::BlockMCP
• penalties::block_separable::L21
• penalties::separable::L05
• penalties::separable::L1
• penalties::separable::L1PlusL2
• penalties::separable::MCP
• solvers::Solver

Enums

• datasets::DesignMatrixType
• datasets::Error
• estimators::error::EstimatorError

Traits

• Float
• datafits::multi_task::MultiTaskDatafit
• datafits::single_task::Datafit
• datasets::AsMultiTargets
• datasets::AsSingleTargets
• datasets::DesignMatrix
• estimators::param_guard::ParamGuard
• estimators::traits::Fit
• penalties::block_separable::MultiTaskPenalty
• penalties::separable::Penalty
• solvers::BCDSolver
• solvers::CDSolver

Functions

• solvers::anderson_bcd::anderson_accel
• solvers::anderson_bcd::block_coordinate_descent
• solvers::anderson_bcd::construct_grad
• solvers::anderson_bcd::construct_ws_from_kkt
• solvers::anderson_bcd::opt_cond_violation
• solvers::anderson_cd::anderson_accel
• solvers::anderson_cd::construct_grad
• solvers::anderson_cd::construct_ws_from_kkt
• solvers::anderson_cd::coordinate_descent
• solvers::anderson_cd::opt_cond_violation
• utils::helpers::argsort_by
• utils::helpers::compute_alpha_max
• utils::helpers::compute_alpha_max_mtl
• utils::helpers::compute_alpha_max_sparse
• utils::helpers::sigmoid
• utils::helpers::solve_lin_sys
• utils::prox_funcs::block_soft_thresholding
• utils::prox_funcs::prox_05
• utils::prox_funcs::soft_thresholding
• utils::test_helpers::assert_array2d_all_close
• utils::test_helpers::assert_array_all_close
• utils::test_helpers::fill_random_vector
• utils::test_helpers::generate_random_data
• utils::test_helpers::generate_random_data_mtl

Type Aliases

• datasets::DenseDataset
• datasets::DenseDatasetView
• datasets::SparseDataset
• estimators::error::Result