Index

A

acceptable_init_args() (in module regreg.smooth) active (regreg.paths.mixed_lasso.mixed_lasso_path property) active_set() (regreg.paths.group_lasso.group_lasso_path method) (regreg.paths.lasso.lasso_path method) add_intercept (class in regreg.affine) adjoint (class in regreg.affine) adjoint_map() (regreg.affine.add_intercept method) (regreg.affine.adjoint method) (regreg.affine.affine_sum method) (regreg.affine.affine_transform method) (regreg.affine.aslinear method) (regreg.affine.block_maps.block_columns method) (regreg.affine.block_maps.block_rows method) (regreg.affine.centering method) (regreg.affine.composition method) (regreg.affine.fused_lasso.trend_filter method) (regreg.affine.fused_lasso.trend_filter_inverse method) (regreg.affine.hstack method) (regreg.affine.identity method) (regreg.affine.multiscale.multiscale method) (regreg.affine.posneg method) (regreg.affine.product method) (regreg.affine.reshape method) (regreg.affine.residual method) (regreg.affine.scalar_multiply method) (regreg.affine.scaler method) (regreg.affine.selector method) (regreg.affine.tensorize method) (regreg.affine.vstack method) (regreg.smooth.quadratic.cholesky method) admm_problem (class in regreg.problems.admm) affine() (regreg.atoms.cones.cone class method) (regreg.atoms.seminorms.seminorm class method) (regreg.smooth.smooth_atom class method)

affine_atom (class in regreg.atoms) affine_cone (class in regreg.atoms.cones) affine_map() (regreg.affine.add_intercept method) (regreg.affine.adjoint method) (regreg.affine.affine_sum method) (regreg.affine.affine_transform method) (regreg.affine.aslinear method) (regreg.affine.block_maps.block_columns method) (regreg.affine.block_maps.block_rows method) (regreg.affine.centering method) (regreg.affine.composition method) (regreg.affine.fused_lasso.trend_filter method) (regreg.affine.fused_lasso.trend_filter_inverse method) (regreg.affine.hstack method) (regreg.affine.identity method) (regreg.affine.multiscale.multiscale method) (regreg.affine.posneg method) (regreg.affine.product method) (regreg.affine.reshape method) (regreg.affine.residual method) (regreg.affine.scalar_multiply method) (regreg.affine.scaler method) (regreg.affine.selector method) (regreg.affine.tensorize method) (regreg.affine.vstack method) (regreg.smooth.quadratic.cholesky method) affine_smooth (class in regreg.smooth) affine_sum (class in regreg.affine) affine_transform (class in regreg.affine) AffineError algorithm (class in regreg.algorithms) apply_offset() (regreg.problems.composite.composite method) aslinear (class in regreg.affine) astransform() (in module regreg.affine) atom (class in regreg.atoms)

B

backtrack() (regreg.algorithms.FISTA method) (regreg.problems.newton.quasi_newton method) base_conjugate (regreg.atoms.sparse_group_lasso.sparse_group_lasso_dual property) base_mixin (class in regreg.sklearn.base) basil() (in module regreg.paths.basil) basil_inner_loop() (in module regreg.paths.basil) block_columns (class in regreg.affine.block_maps) block_max (class in regreg.atoms.block_norms) block_rows (class in regreg.affine.block_maps) block_sum (class in regreg.atoms.block_norms) bound_prox() (regreg.affine.factored_matrix.nuclear_norm method) (regreg.affine.factored_matrix.operator_norm method) (regreg.atoms.block_norms.block_max method) (regreg.atoms.block_norms.block_sum method) (regreg.atoms.block_norms.l1_l1 method) (regreg.atoms.block_norms.l1_l2 method) (regreg.atoms.block_norms.linf_l2 method) (regreg.atoms.block_norms.linf_linf method) (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_dual method) (regreg.atoms.seminorms.constrained_max method) (regreg.atoms.seminorms.constrained_positive_part method) (regreg.atoms.seminorms.l1norm method) (regreg.atoms.seminorms.l2norm method) (regreg.atoms.seminorms.max_positive_part method) (regreg.atoms.seminorms.positive_part method) (regreg.atoms.seminorms.supnorm method) (regreg.atoms.slope.slope method) (regreg.atoms.slope.slope_conjugate method) (regreg.atoms.sparse_group_block.sparse_group_block method) (regreg.atoms.sparse_group_block.sparse_group_block_dual method) (regreg.atoms.sparse_group_lasso.sparse_group_lasso method) (regreg.atoms.sparse_group_lasso.sparse_group_lasso_dual method) (regreg.atoms.svd_norms.nuclear_norm method) (regreg.atoms.svd_norms.operator_norm method) (regreg.atoms.weighted_atoms.l1norm method) (regreg.atoms.weighted_atoms.supnorm method)

broadcast_first() (in module regreg.affine)

C

centering (class in regreg.affine) check_KKT() (in module regreg.atoms.group_lasso) (in module regreg.atoms.mixed_lasso) (regreg.paths.group_lasso.group_lasso_path method) (regreg.paths.grouped_path method) (regreg.paths.lasso.lasso_path method) (regreg.paths.sparse_group_block.sparse_group_common_path method) (regreg.paths.sparse_group_lasso.sparse_group_lasso_path method) check_subgradient() (regreg.atoms.cones.cone static method) (regreg.atoms.seminorms.seminorm static method) cholesky (class in regreg.smooth.quadratic) choose_tuning_parameter() (in module regreg.affine.multiscale) classifier_lagrange_mixin (class in regreg.sklearn.base) classifier_mixin (class in regreg.sklearn.base) cloglog() (in module regreg.paths.group_lasso) (in module regreg.paths.lasso) (in module regreg.paths.sparse_group_lasso) (regreg.smooth.glm.glm class method) (regreg.smooth.glm.stacked_loglike class method) collapsed() (regreg.identity_quadratic.identity_quadratic method) combine_case_weights() (in module regreg.smooth) composite (class in regreg.problems.composite) composition (class in regreg.affine) compute_iterative_svd() (in module regreg.affine.factored_matrix) cone (class in regreg.atoms.cones) cone_prox() (regreg.atoms.cones.cone method) (regreg.atoms.cones.l1_epigraph method) (regreg.atoms.cones.l1_epigraph_polar method) (regreg.atoms.cones.l2_epigraph method) (regreg.atoms.cones.l2_epigraph_polar method) (regreg.atoms.cones.linf_epigraph method) (regreg.atoms.cones.linf_epigraph_polar method) (regreg.atoms.cones.nonnegative method) (regreg.atoms.cones.nonpositive method) (regreg.atoms.cones.zero method) (regreg.atoms.cones.zero_constraint method) (regreg.atoms.group_lasso.group_lasso_dual_epigraph method) (regreg.atoms.group_lasso.group_lasso_dual_epigraph_polar method) (regreg.atoms.group_lasso.group_lasso_epigraph method) (regreg.atoms.group_lasso.group_lasso_epigraph_polar method) (regreg.atoms.linear_constraints.projection method) (regreg.atoms.linear_constraints.projection_complement method) (regreg.atoms.svd_norms.nuclear_norm_epigraph method) (regreg.atoms.svd_norms.nuclear_norm_epigraph_polar method) (regreg.atoms.svd_norms.operator_norm_epigraph method) (regreg.atoms.svd_norms.operator_norm_epigraph_polar method) conjugate (class in regreg.problems.conjugate) (regreg.affine.factored_matrix.nuclear_norm property) (regreg.affine.factored_matrix.operator_norm property) (regreg.atoms.atom property) (regreg.atoms.mixed_lasso.mixed_lasso property) (regreg.atoms.mixed_lasso.mixed_lasso_dual property) (regreg.identity_quadratic.identity_quadratic property) (regreg.problems.composite.smooth_conjugate property) (regreg.problems.separable.separable property) (regreg.smooth.smooth_atom property) constrained_max (class in regreg.atoms.seminorms) constrained_positive_part (class in regreg.atoms.seminorms) constraint() (regreg.affine.factored_matrix.nuclear_norm method) (regreg.affine.factored_matrix.operator_norm method) (regreg.atoms.block_norms.block_max method) (regreg.atoms.block_norms.block_sum method) (regreg.atoms.block_norms.l1_l1 method) (regreg.atoms.block_norms.l1_l2 method) (regreg.atoms.block_norms.linf_l2 method) (regreg.atoms.block_norms.linf_linf method) (regreg.atoms.cones.cone method) (regreg.atoms.cones.l1_epigraph method) (regreg.atoms.cones.l1_epigraph_polar method) (regreg.atoms.cones.l2_epigraph method) (regreg.atoms.cones.l2_epigraph_polar method) (regreg.atoms.cones.linf_epigraph method) (regreg.atoms.cones.linf_epigraph_polar method) (regreg.atoms.cones.nonnegative method) (regreg.atoms.cones.nonpositive method) (regreg.atoms.cones.zero method) (regreg.atoms.cones.zero_constraint method) (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_cone method) (regreg.atoms.group_lasso.group_lasso_dual_epigraph method) (regreg.atoms.group_lasso.group_lasso_dual_epigraph_polar method) (regreg.atoms.group_lasso.group_lasso_epigraph_polar method) (regreg.atoms.linear_constraints.projection method) (regreg.atoms.linear_constraints.projection_complement method) (regreg.atoms.mixed_lasso.mixed_lasso_dual method) (regreg.atoms.seminorms.constrained_max method) (regreg.atoms.seminorms.constrained_positive_part method) (regreg.atoms.seminorms.l1norm method) (regreg.atoms.seminorms.l2norm method) (regreg.atoms.seminorms.max_positive_part method) (regreg.atoms.seminorms.positive_part method) (regreg.atoms.seminorms.supnorm method) (regreg.atoms.slope.slope method) (regreg.atoms.slope.slope_conjugate method) (regreg.atoms.sparse_group_block.sparse_group_block method) (regreg.atoms.sparse_group_block.sparse_group_block_dual method) (regreg.atoms.sparse_group_lasso.sparse_group_lasso method) (regreg.atoms.sparse_group_lasso.sparse_group_lasso_dual method) (regreg.atoms.svd_norms.nuclear_norm method) (regreg.atoms.svd_norms.nuclear_norm_epigraph method) (regreg.atoms.svd_norms.nuclear_norm_epigraph_polar method) (regreg.atoms.svd_norms.operator_norm method) (regreg.atoms.svd_norms.operator_norm_epigraph method) (regreg.atoms.svd_norms.operator_norm_epigraph_polar method) (regreg.atoms.weighted_atoms.l1norm method) (regreg.atoms.weighted_atoms.supnorm method) (regreg.problems.separable.separable method)

construct_loss() (regreg.paths.mixed_lasso.mixed_lasso_path method) container (class in regreg.problems.container) converged() (regreg.problems.newton.quasi_newton method) copy() (regreg.affine.factored_matrix.factored_matrix method) cox() (in module regreg.paths.group_lasso) (in module regreg.paths.lasso) (in module regreg.paths.sparse_group_lasso) (regreg.smooth.glm.glm class method) (regreg.smooth.glm.stacked_loglike class method) (regreg.smooth.mglm.stacked_common_loglike class method) cross_validate() (in module regreg.paths.cross_validate) cross_validate_alt() (in module regreg.paths.cross_validate)

D

data (regreg.smooth.glm.gaussian_loglike property) (regreg.smooth.glm.glm property) (regreg.smooth.glm.huber_loss property) (regreg.smooth.glm.poisson_loglike property) (regreg.smooth.glm.stacked_loglike property) (regreg.smooth.mglm.multinomial_baseline_loglike property) (regreg.smooth.mglm.multinomial_loglike property) (regreg.smooth.mglm.stacked_common_loglike property) default_lagrange_sequence() (in module regreg.paths)

default_solver (regreg.problems.container.container attribute) diagonal() (regreg.smooth.quadratic.quadratic_loss static method) difference_transform() (in module regreg.affine.fused_lasso) dot() (regreg.affine.affine_transform method) dual (regreg.atoms.affine_atom property) (regreg.atoms.atom property) (regreg.atoms.mixed_lasso.mixed_lasso property) (regreg.atoms.mixed_lasso.mixed_lasso_dual property) (regreg.smooth.affine_smooth property) dual_problem (class in regreg.problems.dual_problem)

E

elastic_net (regreg.paths.mixed_lasso.mixed_lasso_path property) enet_grad() (regreg.paths.group_lasso.group_lasso_path method) (regreg.paths.lasso.lasso_path method)

enet_loss() (regreg.paths.group_lasso.group_lasso_path method) (regreg.paths.lasso.lasso_path method) (regreg.paths.sparse_group_block.sparse_group_common_path method)

F

factored_matrix (class in regreg.affine.factored_matrix) FISTA (class in regreg.algorithms) fit() (regreg.algorithms.algorithm method) (regreg.algorithms.FISTA method) (regreg.sklearn.base.base_mixin method) (regreg.sklearn.base.lagrange_mixin method)

form_matrix() (regreg.affine.multiscale.multiscale method) form_transform() (regreg.atoms.weighted_atoms.seminorm method) fromarray() (regreg.smooth.quadratic.quadratic_loss static method) fromatom() (regreg.problems.separable.separable_problem static method) fromprimal() (regreg.problems.dual_problem.dual_problem static method) full_gradient() (regreg.paths.grouped_path method) full_loss() (regreg.paths.grouped_path method)

G

gauge_function_dual() (in module regreg.atoms.sparse_group_lasso) gaussian() (in module regreg.paths.group_lasso) (in module regreg.paths.lasso) (in module regreg.paths.sparse_group_lasso) (regreg.paths.mixed_lasso.mixed_lasso_path class method) (regreg.smooth.glm.glm class method) (regreg.smooth.glm.stacked_loglike class method) (regreg.smooth.mglm.stacked_common_loglike class method) gaussian_loglike (class in regreg.smooth.glm) gengrad() (in module regreg.problems.simple) get_bound() (in module regreg.atoms.seminorms) (regreg.atoms.block_norms.block_max method) (regreg.atoms.block_norms.block_sum method) (regreg.atoms.block_norms.l1_l1 method) (regreg.atoms.block_norms.l1_l2 method) (regreg.atoms.block_norms.linf_l2 method) (regreg.atoms.block_norms.linf_linf method) (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_dual method) (regreg.atoms.seminorms.constrained_max method) (regreg.atoms.seminorms.constrained_positive_part method) (regreg.atoms.seminorms.l1norm method) (regreg.atoms.seminorms.l2norm method) (regreg.atoms.seminorms.max_positive_part method) (regreg.atoms.seminorms.positive_part method) (regreg.atoms.seminorms.seminorm method) (regreg.atoms.seminorms.supnorm method) (regreg.atoms.svd_norms.nuclear_norm method) (regreg.atoms.svd_norms.operator_norm method) get_conjugate() (regreg.atoms.block_norms.block_max method) (regreg.atoms.block_norms.block_sum method) (regreg.atoms.block_norms.l1_l1 method) (regreg.atoms.block_norms.l1_l2 method) (regreg.atoms.block_norms.linf_l2 method) (regreg.atoms.block_norms.linf_linf method) (regreg.atoms.cones.cone method) (regreg.atoms.cones.l1_epigraph method) (regreg.atoms.cones.l1_epigraph_polar method) (regreg.atoms.cones.l2_epigraph method) (regreg.atoms.cones.l2_epigraph_polar method) (regreg.atoms.cones.linf_epigraph method) (regreg.atoms.cones.linf_epigraph_polar method) (regreg.atoms.cones.nonnegative method) (regreg.atoms.cones.nonpositive method) (regreg.atoms.cones.zero method) (regreg.atoms.cones.zero_constraint method) (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_cone method) (regreg.atoms.group_lasso.group_lasso_dual method) (regreg.atoms.group_lasso.group_lasso_dual_epigraph method) (regreg.atoms.group_lasso.group_lasso_dual_epigraph_polar method) (regreg.atoms.group_lasso.group_lasso_epigraph method) (regreg.atoms.group_lasso.group_lasso_epigraph_polar method) (regreg.atoms.linear_constraints.linear_constraint method) (regreg.atoms.linear_constraints.projection method) (regreg.atoms.linear_constraints.projection_complement method) (regreg.atoms.seminorms.constrained_max method) (regreg.atoms.seminorms.constrained_positive_part method) (regreg.atoms.seminorms.l1norm method) (regreg.atoms.seminorms.l2norm method) (regreg.atoms.seminorms.max_positive_part method) (regreg.atoms.seminorms.positive_part method) (regreg.atoms.seminorms.seminorm method) (regreg.atoms.seminorms.supnorm method) (regreg.atoms.slope.slope method) (regreg.atoms.sparse_group_block.sparse_group_block method) (regreg.atoms.sparse_group_block.sparse_group_block_dual method) (regreg.atoms.sparse_group_lasso.sparse_group_lasso method) (regreg.atoms.svd_norms.nuclear_norm method) (regreg.atoms.svd_norms.nuclear_norm_epigraph method) (regreg.atoms.svd_norms.nuclear_norm_epigraph_polar method) (regreg.atoms.svd_norms.operator_norm method) (regreg.atoms.svd_norms.operator_norm_epigraph method) (regreg.atoms.svd_norms.operator_norm_epigraph_polar method) (regreg.atoms.svd_norms.svd_cone method) (regreg.atoms.weighted_atoms.seminorm method) (regreg.problems.composite.smooth_conjugate method) (regreg.smooth.quadratic.quadratic_loss method) (regreg.smooth.smooth_atom method) get_data() (regreg.smooth.glm.gaussian_loglike method) (regreg.smooth.glm.glm method) (regreg.smooth.glm.huber_loss method) (regreg.smooth.glm.poisson_loglike method) (regreg.smooth.glm.stacked_loglike method) (regreg.smooth.mglm.multinomial_baseline_loglike method) (regreg.smooth.mglm.multinomial_loglike method) (regreg.smooth.mglm.stacked_common_loglike method)

get_dual() (regreg.atoms.block_norms.block_max method) (regreg.atoms.block_norms.block_sum method) (regreg.atoms.block_norms.l1_l1 method) (regreg.atoms.block_norms.l1_l2 method) (regreg.atoms.block_norms.linf_l2 method) (regreg.atoms.block_norms.linf_linf method) (regreg.atoms.cones.cone method) (regreg.atoms.cones.l1_epigraph method) (regreg.atoms.cones.l1_epigraph_polar method) (regreg.atoms.cones.l2_epigraph method) (regreg.atoms.cones.l2_epigraph_polar method) (regreg.atoms.cones.linf_epigraph method) (regreg.atoms.cones.linf_epigraph_polar method) (regreg.atoms.cones.nonnegative method) (regreg.atoms.cones.nonpositive method) (regreg.atoms.cones.zero method) (regreg.atoms.cones.zero_constraint method) (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_dual method) (regreg.atoms.group_lasso.group_lasso_dual_epigraph method) (regreg.atoms.group_lasso.group_lasso_dual_epigraph_polar method) (regreg.atoms.group_lasso.group_lasso_epigraph method) (regreg.atoms.group_lasso.group_lasso_epigraph_polar method) (regreg.atoms.linear_constraints.projection method) (regreg.atoms.linear_constraints.projection_complement method) (regreg.atoms.seminorms.constrained_max method) (regreg.atoms.seminorms.constrained_positive_part method) (regreg.atoms.seminorms.l1norm method) (regreg.atoms.seminorms.l2norm method) (regreg.atoms.seminorms.max_positive_part method) (regreg.atoms.seminorms.positive_part method) (regreg.atoms.seminorms.seminorm method) (regreg.atoms.seminorms.supnorm method) (regreg.atoms.svd_norms.nuclear_norm method) (regreg.atoms.svd_norms.nuclear_norm_epigraph method) (regreg.atoms.svd_norms.nuclear_norm_epigraph_polar method) (regreg.atoms.svd_norms.operator_norm method) (regreg.atoms.svd_norms.operator_norm_epigraph method) (regreg.atoms.svd_norms.operator_norm_epigraph_polar method) (regreg.atoms.svd_norms.svd_cone method) get_lagrange() (in module regreg.atoms.seminorms) (regreg.atoms.block_norms.block_max method) (regreg.atoms.block_norms.block_sum method) (regreg.atoms.block_norms.l1_l1 method) (regreg.atoms.block_norms.l1_l2 method) (regreg.atoms.block_norms.linf_l2 method) (regreg.atoms.block_norms.linf_linf method) (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_dual method) (regreg.atoms.seminorms.constrained_max method) (regreg.atoms.seminorms.constrained_positive_part method) (regreg.atoms.seminorms.l1norm method) (regreg.atoms.seminorms.l2norm method) (regreg.atoms.seminorms.max_positive_part method) (regreg.atoms.seminorms.positive_part method) (regreg.atoms.seminorms.seminorm method) (regreg.atoms.seminorms.supnorm method) (regreg.atoms.svd_norms.nuclear_norm method) (regreg.atoms.svd_norms.operator_norm method) (regreg.paths.mixed_lasso.mixed_lasso_path method) get_lagrange_sequence() (regreg.paths.mixed_lasso.mixed_lasso_path method) get_lipschitz() (regreg.problems.composite.smooth method) get_offset() (regreg.problems.composite.composite method) get_quadratic() (regreg.problems.composite.composite method) get_shapes() (regreg.identity_quadratic.identity_quadratic method) glm (class in regreg.smooth.glm) grad() (regreg.paths.mixed_lasso.mixed_lasso_path method) gradient() (regreg.smooth.glm.glm method) grid() (regreg.affine.fused_lasso.trend_filter class method) (regreg.affine.fused_lasso.trend_filter_inverse class method) group_lasso (class in regreg.atoms.group_lasso) group_lasso_cone (class in regreg.atoms.group_lasso) group_lasso_dual (class in regreg.atoms.group_lasso) group_lasso_dual_epigraph (class in regreg.atoms.group_lasso) group_lasso_dual_epigraph_polar (class in regreg.atoms.group_lasso) group_lasso_epigraph (class in regreg.atoms.group_lasso) group_lasso_epigraph_polar (class in regreg.atoms.group_lasso) group_lasso_path (class in regreg.paths.group_lasso) grouped_path (class in regreg.paths) groups (regreg.atoms.group_lasso.group_lasso_cone property)

H

has_overlap() (in module regreg.problems.separable) hessian() (regreg.smooth.glm.gaussian_loglike method) (regreg.smooth.glm.glm method) (regreg.smooth.glm.huber_loss method) (regreg.smooth.glm.poisson_loglike method) (regreg.smooth.mglm.mglm method) hstack (class in regreg.affine) huber() (in module regreg.paths.group_lasso) (in module regreg.paths.lasso) (in module regreg.paths.sparse_group_lasso) (regreg.smooth.glm.glm class method) (regreg.smooth.glm.stacked_loglike class method) (regreg.smooth.mglm.stacked_common_loglike class method)

huber_loss (class in regreg.smooth.glm) huber_svm() (in module regreg.paths.group_lasso) (in module regreg.paths.lasso) (in module regreg.paths.sparse_group_lasso) (regreg.smooth.glm.glm class method) (regreg.smooth.glm.stacked_loglike class method) (regreg.smooth.mglm.stacked_common_loglike class method) huberized_svm (class in regreg.smooth.losses)

I

identity (class in regreg.affine) identity_quadratic (class in regreg.identity_quadratic)

inside_set() (in module regreg.atoms.sparse_group_lasso) iszero (regreg.identity_quadratic.identity_quadratic property)

L

l1_epigraph (class in regreg.atoms.cones) l1_epigraph_polar (class in regreg.atoms.cones) l1_l1 (class in regreg.atoms.block_norms) l1_l2 (class in regreg.atoms.block_norms) l1norm (class in regreg.atoms.seminorms) (class in regreg.atoms.weighted_atoms) l2_epigraph (class in regreg.atoms.cones) l2_epigraph_polar (class in regreg.atoms.cones) l2norm (class in regreg.atoms.seminorms) lagrange (regreg.paths.mixed_lasso.mixed_lasso_path property) lagrange_max (regreg.paths.mixed_lasso.mixed_lasso_path property) lagrange_mixin (class in regreg.sklearn.base) lagrange_prox() (regreg.affine.factored_matrix.nuclear_norm method) (regreg.affine.factored_matrix.operator_norm method) (regreg.atoms.block_norms.block_max method) (regreg.atoms.block_norms.block_sum method) (regreg.atoms.block_norms.l1_l1 method) (regreg.atoms.block_norms.l1_l2 method) (regreg.atoms.block_norms.linf_l2 method) (regreg.atoms.block_norms.linf_linf method) (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_dual method) (regreg.atoms.seminorms.constrained_max method) (regreg.atoms.seminorms.constrained_positive_part method) (regreg.atoms.seminorms.l1norm method) (regreg.atoms.seminorms.l2norm method) (regreg.atoms.seminorms.max_positive_part method) (regreg.atoms.seminorms.positive_part method) (regreg.atoms.seminorms.supnorm method) (regreg.atoms.slope.slope method) (regreg.atoms.slope.slope_conjugate method) (regreg.atoms.sparse_group_block.sparse_group_block method) (regreg.atoms.sparse_group_block.sparse_group_block_dual method) (regreg.atoms.sparse_group_lasso.sparse_group_lasso method) (regreg.atoms.sparse_group_lasso.sparse_group_lasso_dual method) (regreg.atoms.svd_norms.nuclear_norm method) (regreg.atoms.svd_norms.operator_norm method) (regreg.atoms.weighted_atoms.l1norm method) (regreg.atoms.weighted_atoms.supnorm method) lagrange_sequence (regreg.paths.mixed_lasso.mixed_lasso_path property) lasso_path (class in regreg.paths.lasso) latexify() (regreg.atoms.affine_atom method) (regreg.atoms.seminorms.seminorm method) (regreg.identity_quadratic.identity_quadratic method) (regreg.problems.composite.composite method) (regreg.problems.composite.smooth_conjugate method) (regreg.problems.dual_problem.dual_problem method) (regreg.problems.newton.quasi_newton method) (regreg.problems.separable.separable method) (regreg.problems.simple.simple_problem method) (regreg.smooth.affine_smooth method) (regreg.smooth.glm.glm method) (regreg.smooth.mglm.mglm method)

linear() (regreg.atoms.cones.cone class method) (regreg.atoms.linear_constraints.linear_constraint class method) (regreg.atoms.seminorms.seminorm class method) (regreg.smooth.smooth_atom class method) linear_constraint (class in regreg.atoms.linear_constraints) linear_map() (regreg.affine.add_intercept method) (regreg.affine.adjoint method) (regreg.affine.affine_sum method) (regreg.affine.affine_transform method) (regreg.affine.aslinear method) (regreg.affine.block_maps.block_columns method) (regreg.affine.block_maps.block_rows method) (regreg.affine.centering method) (regreg.affine.composition method) (regreg.affine.fused_lasso.trend_filter method) (regreg.affine.fused_lasso.trend_filter_inverse method) (regreg.affine.hstack method) (regreg.affine.identity method) (regreg.affine.multiscale.multiscale method) (regreg.affine.posneg method) (regreg.affine.product method) (regreg.affine.reshape method) (regreg.affine.residual method) (regreg.affine.scalar_multiply method) (regreg.affine.scaler method) (regreg.affine.selector method) (regreg.affine.tensorize method) (regreg.affine.vstack method) (regreg.smooth.quadratic.cholesky method) linear_predictor() (regreg.smooth.glm.glm method) linear_transform (class in regreg.affine) (regreg.atoms.atom property) (regreg.atoms.cones.cone property) (regreg.atoms.mixed_lasso.mixed_lasso property) (regreg.atoms.mixed_lasso.mixed_lasso_dual property) (regreg.atoms.weighted_atoms.seminorm property) linf_epigraph (class in regreg.atoms.cones) linf_epigraph_polar (class in regreg.atoms.cones) linf_l2 (class in regreg.atoms.block_norms) linf_linf (class in regreg.atoms.block_norms) linpred() (regreg.paths.grouped_path method) (regreg.paths.sparse_group_block.sparse_group_block_path method) lipschitz (regreg.paths.mixed_lasso.mixed_lasso_path property) (regreg.problems.composite.smooth property) logistic() (in module regreg.paths.group_lasso) (in module regreg.paths.lasso) (in module regreg.paths.sparse_group_lasso) (regreg.paths.mixed_lasso.mixed_lasso_path class method) (regreg.smooth.glm.glm class method) (regreg.smooth.glm.stacked_loglike class method) (regreg.smooth.mglm.stacked_common_loglike class method) logistic_loss() (in module regreg.smooth.glm) loss (regreg.paths.mixed_lasso.mixed_lasso_path property)

M

main() (regreg.paths.mixed_lasso.mixed_lasso_path method) max_positive_part (class in regreg.atoms.seminorms) maximum (class in regreg.atoms.simplex) mean_function() (regreg.smooth.glm.gaussian_loglike method) (regreg.smooth.glm.poisson_loglike method) mglm (class in regreg.smooth.mglm) mixed_lasso (class in regreg.atoms.mixed_lasso) mixed_lasso_dual (class in regreg.atoms.mixed_lasso) mixed_lasso_path (class in regreg.paths.mixed_lasso) module regreg.affine regreg.affine.block_maps regreg.affine.factored_matrix regreg.affine.fused_lasso regreg.affine.multiscale regreg.algorithms regreg.atoms regreg.atoms.block_norms regreg.atoms.cones regreg.atoms.group_lasso regreg.atoms.linear_constraints regreg.atoms.mixed_lasso regreg.atoms.seminorms regreg.atoms.simplex regreg.atoms.slope regreg.atoms.sparse_group_block regreg.atoms.sparse_group_lasso regreg.atoms.svd_norms regreg.atoms.weighted_atoms regreg.identity_quadratic regreg.paths regreg.paths.basil regreg.paths.cross_validate regreg.paths.group_lasso regreg.paths.lasso regreg.paths.mixed_lasso regreg.paths.sparse_group_block regreg.paths.sparse_group_lasso regreg.problems.admm regreg.problems.composite regreg.problems.conjugate regreg.problems.container regreg.problems.dual_problem regreg.problems.newton regreg.problems.separable regreg.problems.simple regreg.sklearn.base regreg.sklearn.cloglog regreg.sklearn.cox regreg.sklearn.gaussian regreg.sklearn.huber regreg.sklearn.huber_svm regreg.sklearn.logistic regreg.sklearn.multinomial regreg.sklearn.probit regreg.smooth regreg.smooth.glm regreg.smooth.losses regreg.smooth.mglm regreg.smooth.quadratic

multinomial() (in module regreg.paths.sparse_group_block) (regreg.smooth.mglm.mglm class method) multinomial_baseline_loglike (class in regreg.smooth.mglm) multinomial_loglike (class in regreg.smooth.mglm) multiresponse_gaussian() (in module regreg.paths.sparse_group_block) multiscale (class in regreg.affine.multiscale)

N

n1 (in module regreg.atoms.block_norms) (in module regreg.atoms.cones) (in module regreg.atoms.linear_constraints) (in module regreg.atoms.mixed_lasso) (in module regreg.atoms.seminorms) (in module regreg.atoms.simplex) (in module regreg.atoms.slope) (in module regreg.atoms.sparse_group_block) (in module regreg.atoms.sparse_group_lasso) (in module regreg.atoms.weighted_atoms) n2 (in module regreg.atoms.block_norms) (in module regreg.atoms.cones) (in module regreg.atoms.linear_constraints) (in module regreg.atoms.mixed_lasso) (in module regreg.atoms.seminorms) (in module regreg.atoms.simplex) (in module regreg.atoms.slope) (in module regreg.atoms.sparse_group_block) (in module regreg.atoms.sparse_group_lasso) (in module regreg.atoms.weighted_atoms) ndim (regreg.affine.affine_transform property) nesta() (in module regreg.problems.simple) noneify() (regreg.identity_quadratic.identity_quadratic method) nonnegative (class in regreg.atoms.cones)

nonpositive (class in regreg.atoms.cones) nonsmooth (class in regreg.problems.composite) nonsmooth() (regreg.problems.simple.simple_problem static method) nonsmooth_objective() (regreg.atoms.affine_atom method) (regreg.atoms.atom method) (regreg.atoms.cones.cone method) (regreg.atoms.mixed_lasso.mixed_lasso method) (regreg.atoms.mixed_lasso.mixed_lasso_dual method) (regreg.atoms.seminorms.seminorm method) (regreg.atoms.simplex.maximum method) (regreg.atoms.simplex.simplex_constraint method) (regreg.problems.composite.composite method) (regreg.problems.container.container method) (regreg.problems.dual_problem.dual_problem method) (regreg.problems.newton.quasi_newton method) (regreg.problems.separable.separable method) (regreg.problems.simple.simple_problem method) nonzero (regreg.paths.mixed_lasso.mixed_lasso_path property) normalize() (in module regreg.affine) nuclear_norm (class in regreg.affine.factored_matrix) (class in regreg.atoms.svd_norms) nuclear_norm_epigraph (class in regreg.atoms.svd_norms) nuclear_norm_epigraph_polar (class in regreg.atoms.svd_norms) null_solution (regreg.paths.mixed_lasso.mixed_lasso_path property)

O

objective() (regreg.identity_quadratic.identity_quadratic method) (regreg.problems.composite.composite method) (regreg.problems.newton.quasi_newton method) (regreg.smooth.glm.glm method) offset (regreg.problems.composite.composite property)

operator_norm (class in regreg.affine.factored_matrix) (class in regreg.atoms.svd_norms) operator_norm_epigraph (class in regreg.atoms.svd_norms) operator_norm_epigraph_polar (class in regreg.atoms.svd_norms) output (regreg.algorithms.algorithm property)

P

partial_svd() (in module regreg.affine.factored_matrix) poisson() (in module regreg.paths.group_lasso) (in module regreg.paths.lasso) (in module regreg.paths.sparse_group_lasso) (regreg.smooth.glm.glm class method) (regreg.smooth.glm.stacked_loglike class method) (regreg.smooth.mglm.stacked_common_loglike class method) poisson_loglike (class in regreg.smooth.glm) positive_part (class in regreg.atoms.seminorms) positive_part_lagrange() (in module regreg.atoms.seminorms) posneg (class in regreg.affine) power_L() (in module regreg.affine) predict() (regreg.sklearn.base.base_mixin method) (regreg.sklearn.base.classifier_mixin method) (regreg.sklearn.cloglog.sklearn_cloglog_classifier method) (regreg.sklearn.multinomial.sklearn_multinomial_classifier method) predict_proba() (regreg.sklearn.base.classifier_mixin method) (regreg.sklearn.cloglog.sklearn_cloglog_classifier method) (regreg.sklearn.logistic.sklearn_logistic_classifier method) (regreg.sklearn.multinomial.sklearn_multinomial_classifier method) (regreg.sklearn.probit.sklearn_probit_classifier method) probit() (in module regreg.paths.group_lasso) (in module regreg.paths.lasso) (in module regreg.paths.sparse_group_lasso) (regreg.smooth.glm.glm class method) (regreg.smooth.glm.stacked_loglike class method) problem (regreg.paths.mixed_lasso.mixed_lasso_path property) product (class in regreg.affine) projection (class in regreg.atoms.linear_constraints) projection_complement (class in regreg.atoms.linear_constraints) proximal() (regreg.atoms.block_norms.block_max method) (regreg.atoms.block_norms.block_sum method) (regreg.atoms.block_norms.l1_l1 method) (regreg.atoms.block_norms.l1_l2 method) (regreg.atoms.block_norms.linf_l2 method) (regreg.atoms.block_norms.linf_linf method) (regreg.atoms.cones.cone method) (regreg.atoms.cones.l1_epigraph method) (regreg.atoms.cones.l1_epigraph_polar method) (regreg.atoms.cones.l2_epigraph method) (regreg.atoms.cones.l2_epigraph_polar method) (regreg.atoms.cones.linf_epigraph method) (regreg.atoms.cones.linf_epigraph_polar method) (regreg.atoms.cones.nonnegative method) (regreg.atoms.cones.nonpositive method) (regreg.atoms.cones.zero method) (regreg.atoms.cones.zero_constraint method) (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_dual method) (regreg.atoms.group_lasso.group_lasso_dual_epigraph method) (regreg.atoms.group_lasso.group_lasso_dual_epigraph_polar method) (regreg.atoms.group_lasso.group_lasso_epigraph method) (regreg.atoms.group_lasso.group_lasso_epigraph_polar method) (regreg.atoms.linear_constraints.projection method) (regreg.atoms.linear_constraints.projection_complement method) (regreg.atoms.mixed_lasso.mixed_lasso method) (regreg.atoms.mixed_lasso.mixed_lasso_dual method) (regreg.atoms.seminorms.constrained_max method) (regreg.atoms.seminorms.constrained_positive_part method) (regreg.atoms.seminorms.l1norm method) (regreg.atoms.seminorms.l2norm method) (regreg.atoms.seminorms.max_positive_part method) (regreg.atoms.seminorms.positive_part method) (regreg.atoms.seminorms.seminorm method) (regreg.atoms.seminorms.supnorm method) (regreg.atoms.simplex.maximum method) (regreg.atoms.simplex.simplex_constraint method) (regreg.atoms.svd_norms.nuclear_norm method) (regreg.atoms.svd_norms.nuclear_norm_epigraph method) (regreg.atoms.svd_norms.nuclear_norm_epigraph_polar method) (regreg.atoms.svd_norms.operator_norm method) (regreg.atoms.svd_norms.operator_norm_epigraph method) (regreg.atoms.svd_norms.operator_norm_epigraph_polar method) (regreg.atoms.svd_norms.svd_cone method) (regreg.problems.composite.smooth method) (regreg.problems.composite.smooth_conjugate method) (regreg.problems.container.container method) (regreg.problems.dual_problem.dual_problem method) (regreg.problems.newton.quasi_newton method) (regreg.problems.separable.separable method) (regreg.problems.simple.simple_problem method)

proximal_step() (regreg.problems.composite.composite method)

Q

quadratic (regreg.problems.composite.composite property) (regreg.problems.dual_problem.dual_problem property)

quadratic_loss (class in regreg.smooth.quadratic) quasi_newton (class in regreg.problems.newton)

R

recenter() (regreg.identity_quadratic.identity_quadratic method) regreg.affine module regreg.affine.block_maps module regreg.affine.factored_matrix module regreg.affine.fused_lasso module regreg.affine.multiscale module regreg.algorithms module regreg.atoms module regreg.atoms.block_norms module regreg.atoms.cones module regreg.atoms.group_lasso module regreg.atoms.linear_constraints module regreg.atoms.mixed_lasso module regreg.atoms.seminorms module regreg.atoms.simplex module regreg.atoms.slope module regreg.atoms.sparse_group_block module regreg.atoms.sparse_group_lasso module regreg.atoms.svd_norms module regreg.atoms.weighted_atoms module regreg.identity_quadratic module regreg.paths module regreg.paths.basil module regreg.paths.cross_validate module regreg.paths.group_lasso module regreg.paths.lasso module regreg.paths.mixed_lasso module regreg.paths.sparse_group_block module

regreg.paths.sparse_group_lasso module regreg.problems.admm module regreg.problems.composite module regreg.problems.conjugate module regreg.problems.container module regreg.problems.dual_problem module regreg.problems.newton module regreg.problems.separable module regreg.problems.simple module regreg.sklearn.base module regreg.sklearn.cloglog module regreg.sklearn.cox module regreg.sklearn.gaussian module regreg.sklearn.huber module regreg.sklearn.huber_svm module regreg.sklearn.logistic module regreg.sklearn.multinomial module regreg.sklearn.probit module regreg.smooth module regreg.smooth.glm module regreg.smooth.losses module regreg.smooth.mglm module regreg.smooth.quadratic module reshape (class in regreg.affine) residual (class in regreg.affine) restricted_penalty() (regreg.paths.group_lasso.group_lasso_path method) (regreg.paths.lasso.lasso_path method) (regreg.paths.sparse_group_block.sparse_group_common_path method) (regreg.paths.sparse_group_lasso.sparse_group_lasso_path method) restricted_problem() (regreg.paths.mixed_lasso.mixed_lasso_path method)

S

scalar_multiply (class in regreg.affine) scale() (regreg.smooth.smooth_atom method) scaler (class in regreg.affine) score() (regreg.sklearn.base.base_mixin method) selector (class in regreg.affine) selectors (regreg.problems.separable.separable property) (regreg.problems.separable.separable_problem property) seminorm (class in regreg.atoms.seminorms) (class in regreg.atoms.weighted_atoms) seminorm() (regreg.affine.factored_matrix.nuclear_norm method) (regreg.affine.factored_matrix.operator_norm method) (regreg.atoms.block_norms.block_max method) (regreg.atoms.block_norms.block_sum method) (regreg.atoms.block_norms.l1_l1 method) (regreg.atoms.block_norms.l1_l2 method) (regreg.atoms.block_norms.linf_l2 method) (regreg.atoms.block_norms.linf_linf method) (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_dual method) (regreg.atoms.mixed_lasso.mixed_lasso method) (regreg.atoms.mixed_lasso.mixed_lasso_dual method) (regreg.atoms.seminorms.constrained_max method) (regreg.atoms.seminorms.constrained_positive_part method) (regreg.atoms.seminorms.l1norm method) (regreg.atoms.seminorms.l2norm method) (regreg.atoms.seminorms.max_positive_part method) (regreg.atoms.seminorms.positive_part method) (regreg.atoms.seminorms.supnorm method) (regreg.atoms.slope.slope method) (regreg.atoms.slope.slope_conjugate method) (regreg.atoms.sparse_group_block.sparse_group_block method) (regreg.atoms.sparse_group_block.sparse_group_block_dual method) (regreg.atoms.sparse_group_lasso.sparse_group_lasso method) (regreg.atoms.sparse_group_lasso.sparse_group_lasso_dual method) (regreg.atoms.svd_norms.nuclear_norm method) (regreg.atoms.svd_norms.operator_norm method) (regreg.atoms.weighted_atoms.l1norm method) (regreg.atoms.weighted_atoms.supnorm method) (regreg.problems.separable.separable method) seminorm_class (regreg.atoms.group_lasso.group_lasso_cone attribute) (regreg.atoms.group_lasso.group_lasso_dual_epigraph attribute) (regreg.atoms.group_lasso.group_lasso_dual_epigraph_polar attribute) (regreg.atoms.group_lasso.group_lasso_epigraph attribute) (regreg.atoms.group_lasso.group_lasso_epigraph_polar attribute) seminorms() (regreg.atoms.block_norms.block_sum method) separable (class in regreg.problems.separable) separable_problem (class in regreg.problems.separable) set_bound() (regreg.atoms.block_norms.block_max method) (regreg.atoms.block_norms.block_sum method) (regreg.atoms.block_norms.l1_l1 method) (regreg.atoms.block_norms.l1_l2 method) (regreg.atoms.block_norms.linf_l2 method) (regreg.atoms.block_norms.linf_linf method) (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_dual method) (regreg.atoms.seminorms.constrained_max method) (regreg.atoms.seminorms.constrained_positive_part method) (regreg.atoms.seminorms.l1norm method) (regreg.atoms.seminorms.l2norm method) (regreg.atoms.seminorms.max_positive_part method) (regreg.atoms.seminorms.positive_part method) (regreg.atoms.seminorms.seminorm method) (regreg.atoms.seminorms.supnorm method) (regreg.atoms.svd_norms.nuclear_norm method) (regreg.atoms.svd_norms.operator_norm method) set_data() (regreg.smooth.glm.gaussian_loglike method) (regreg.smooth.glm.glm method) (regreg.smooth.glm.huber_loss method) (regreg.smooth.glm.poisson_loglike method) (regreg.smooth.glm.stacked_loglike method) (regreg.smooth.mglm.multinomial_baseline_loglike method) (regreg.smooth.mglm.multinomial_loglike method) (regreg.smooth.mglm.stacked_common_loglike method) set_lagrange() (regreg.atoms.block_norms.block_max method) (regreg.atoms.block_norms.block_sum method) (regreg.atoms.block_norms.l1_l1 method) (regreg.atoms.block_norms.l1_l2 method) (regreg.atoms.block_norms.linf_l2 method) (regreg.atoms.block_norms.linf_linf method) (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_dual method) (regreg.atoms.seminorms.constrained_max method) (regreg.atoms.seminorms.constrained_positive_part method) (regreg.atoms.seminorms.l1norm method) (regreg.atoms.seminorms.l2norm method) (regreg.atoms.seminorms.max_positive_part method) (regreg.atoms.seminorms.positive_part method) (regreg.atoms.seminorms.seminorm method) (regreg.atoms.seminorms.supnorm method) (regreg.atoms.svd_norms.nuclear_norm method) (regreg.atoms.svd_norms.operator_norm method) (regreg.paths.mixed_lasso.mixed_lasso_path method) set_lagrange_sequence() (regreg.paths.mixed_lasso.mixed_lasso_path method) set_lipschitz() (regreg.problems.composite.smooth method) set_offset() (regreg.problems.composite.composite method) set_quadratic() (regreg.problems.composite.composite method) set_weight() (regreg.atoms.group_lasso.group_lasso method) shape (regreg.affine.affine_transform property) (regreg.paths.mixed_lasso.mixed_lasso_path property) shift() (regreg.atoms.seminorms.seminorm class method) (regreg.smooth.smooth_atom class method) signal_approximator() (in module regreg.smooth.quadratic) simple_problem (class in regreg.problems.simple) simplex_constraint (class in regreg.atoms.simplex) singleton() (regreg.problems.separable.separable_problem static method) sklearn_classifier (class in regreg.sklearn.base) sklearn_classifier_lagrange (class in regreg.sklearn.base) sklearn_cloglog (class in regreg.sklearn.cloglog) sklearn_cloglog_classifier (class in regreg.sklearn.cloglog) sklearn_cloglog_classifier_lagrange (class in regreg.sklearn.cloglog) sklearn_cloglog_lagrange (class in regreg.sklearn.cloglog) sklearn_cox (class in regreg.sklearn.cox) sklearn_cox_lagrange (class in regreg.sklearn.cox) sklearn_gaussian (class in regreg.sklearn.gaussian) sklearn_gaussian_lagrange (class in regreg.sklearn.gaussian) sklearn_huber (class in regreg.sklearn.huber) sklearn_huber_lagrange (class in regreg.sklearn.huber) sklearn_huber_svm (class in regreg.sklearn.huber_svm) sklearn_huber_svm_lagrange (class in regreg.sklearn.huber_svm)

sklearn_logistic (class in regreg.sklearn.logistic) sklearn_logistic_classifier (class in regreg.sklearn.logistic) sklearn_logistic_classifier_lagrange (class in regreg.sklearn.logistic) sklearn_logistic_lagrange (class in regreg.sklearn.logistic) sklearn_multinomial (class in regreg.sklearn.multinomial) sklearn_multinomial_classifier (class in regreg.sklearn.multinomial) sklearn_multinomial_classifier_lagrange (class in regreg.sklearn.multinomial) sklearn_multinomial_lagrange (class in regreg.sklearn.multinomial) sklearn_probit (class in regreg.sklearn.probit) sklearn_probit_classifier (class in regreg.sklearn.probit) sklearn_probit_classifier_lagrange (class in regreg.sklearn.probit) sklearn_probit_lagrange (class in regreg.sklearn.probit) sklearn_regression (class in regreg.sklearn.base) sklearn_regression_lagrange (class in regreg.sklearn.base) sklearn_survival (class in regreg.sklearn.base) sklearn_survival_lagrange (class in regreg.sklearn.base) slice_columns() (regreg.paths.mixed_lasso.mixed_lasso_path method) slope (class in regreg.atoms.slope) slope_conjugate (class in regreg.atoms.slope) smooth (class in regreg.problems.composite) smooth() (regreg.problems.simple.simple_problem static method) smooth_atom (class in regreg.smooth) smooth_conjugate (class in regreg.problems.composite) smooth_objective() (regreg.problems.composite.composite method) (regreg.problems.composite.nonsmooth method) (regreg.problems.composite.smooth method) (regreg.problems.composite.smooth_conjugate method) (regreg.problems.conjugate.conjugate method) (regreg.problems.container.container method) (regreg.problems.dual_problem.dual_problem method) (regreg.problems.newton.quasi_newton method) (regreg.problems.simple.simple_problem method) (regreg.smooth.affine_smooth method) (regreg.smooth.glm.gaussian_loglike method) (regreg.smooth.glm.glm method) (regreg.smooth.glm.huber_loss method) (regreg.smooth.glm.poisson_loglike method) (regreg.smooth.glm.stacked_loglike method) (regreg.smooth.losses.huberized_svm method) (regreg.smooth.mglm.multinomial_baseline_loglike method) (regreg.smooth.mglm.multinomial_loglike method) (regreg.smooth.mglm.stacked_common_loglike method) (regreg.smooth.quadratic.quadratic_loss method) (regreg.smooth.smooth_atom method) (regreg.smooth.sum method) (regreg.smooth.zero method) smoothed() (regreg.atoms.affine_atom method) (regreg.atoms.atom method) (regreg.problems.composite.composite method) SMUCE_stat() (in module regreg.affine.multiscale) solution (regreg.paths.mixed_lasso.mixed_lasso_path property) solve() (regreg.problems.admm.admm_problem method) (regreg.problems.composite.composite method) (regreg.problems.composite.nonsmooth method) (regreg.problems.composite.smooth method) (regreg.problems.container.container method) (regreg.problems.dual_problem.dual_problem method) (regreg.problems.newton.quasi_newton method) (regreg.problems.simple.simple_problem method) solve_inner_loop() (regreg.problems.newton.quasi_newton method) solve_subproblem() (regreg.paths.group_lasso.group_lasso_path method) (regreg.paths.lasso.lasso_path method) (regreg.paths.mixed_lasso.mixed_lasso_path method) (regreg.paths.sparse_group_block.sparse_group_common_path method) (regreg.paths.sparse_group_lasso.sparse_group_lasso_path method) sparse_group_block (class in regreg.atoms.sparse_group_block) sparse_group_block_dual (class in regreg.atoms.sparse_group_block) sparse_group_block_path (class in regreg.paths.sparse_group_block) sparse_group_common_path (class in regreg.paths.sparse_group_block) sparse_group_lasso (class in regreg.atoms.sparse_group_lasso) sparse_group_lasso_dual (class in regreg.atoms.sparse_group_lasso) sparse_group_lasso_path (class in regreg.paths.sparse_group_lasso) squared_error() (in module regreg.smooth.quadratic) squared_transform() (regreg.smooth.quadratic.quadratic_loss static method) stacked() (regreg.smooth.mglm.mglm class method) stacked_cloglog() (in module regreg.paths.sparse_group_block) stacked_common_loglike (class in regreg.smooth.mglm) stacked_cox() (in module regreg.paths.sparse_group_block) stacked_dual() (in module regreg.problems.dual_problem) stacked_gaussian() (in module regreg.paths.sparse_group_block) stacked_huber() (in module regreg.paths.sparse_group_block) stacked_huber_svm() (in module regreg.paths.sparse_group_block) stacked_logistic() (in module regreg.paths.sparse_group_block) stacked_loglike (class in regreg.smooth.glm) stacked_poisson() (in module regreg.paths.sparse_group_block) stacked_probit() (in module regreg.paths.sparse_group_block) strong_rules() (in module regreg.paths) strong_set() (in module regreg.atoms.group_lasso) (in module regreg.atoms.mixed_lasso) (regreg.paths.group_lasso.group_lasso_path method) (regreg.paths.lasso.lasso_path method) (regreg.paths.mixed_lasso.mixed_lasso_path method) (regreg.paths.sparse_group_block.sparse_group_common_path method) (regreg.paths.sparse_group_lasso.sparse_group_lasso_path method) subsample() (regreg.paths.group_lasso.group_lasso_path method) (regreg.paths.grouped_path method) (regreg.paths.lasso.lasso_path method) (regreg.paths.sparse_group_block.sparse_group_block_path method) (regreg.paths.sparse_group_block.sparse_group_common_path method) (regreg.paths.sparse_group_lasso.sparse_group_lasso_path method) (regreg.smooth.glm.gaussian_loglike method) (regreg.smooth.glm.glm method) (regreg.smooth.glm.huber_loss method) (regreg.smooth.glm.poisson_loglike method) (regreg.smooth.glm.stacked_loglike method) (regreg.smooth.mglm.mglm method) (regreg.smooth.mglm.multinomial_baseline_loglike method) (regreg.smooth.mglm.multinomial_loglike method) (regreg.smooth.mglm.stacked_common_loglike method) subsample_columns() (in module regreg.paths) (regreg.paths.grouped_path method) (regreg.paths.sparse_group_block.sparse_group_block_path method) (regreg.paths.sparse_group_block.sparse_group_common_path method) sum (class in regreg.smooth) supnorm (class in regreg.atoms.seminorms) (class in regreg.atoms.weighted_atoms) survival_mixin (class in regreg.sklearn.base) survival_mixin_lagrange (class in regreg.sklearn.base) svd_atom (class in regreg.atoms.svd_norms) svd_cone (class in regreg.atoms.svd_norms)

T

T (regreg.affine.affine_transform property) tensorize (class in regreg.affine) terms() (regreg.atoms.group_lasso.group_lasso method) (regreg.atoms.group_lasso.group_lasso_dual method) (regreg.atoms.sparse_group_block.sparse_group_block method) (regreg.atoms.sparse_group_block.sparse_group_block_dual method) (regreg.atoms.sparse_group_lasso.sparse_group_lasso method) (regreg.atoms.sparse_group_lasso.sparse_group_lasso_dual method) (regreg.atoms.weighted_atoms.l1norm method) (regreg.atoms.weighted_atoms.supnorm method)

tfocs() (in module regreg.problems.simple) todense() (in module regreg.affine) trend_filter (class in regreg.affine.fused_lasso) trend_filter_inverse (class in regreg.affine.fused_lasso) true_center (regreg.identity_quadratic.identity_quadratic property)

U

unpenalized (regreg.paths.group_lasso.group_lasso_path property) (regreg.paths.lasso.lasso_path property) (regreg.paths.sparse_group_block.sparse_group_common_path property) (regreg.paths.sparse_group_lasso.sparse_group_lasso_path property) update_atom_coefs() (regreg.problems.admm.admm_problem method) update_dual_coefs() (regreg.problems.admm.admm_problem method)

update_hessian() (regreg.problems.newton.quasi_newton method) update_loss_coefs() (regreg.problems.admm.admm_problem method) update_slices() (regreg.affine.multiscale.multiscale method) update_working_coefs() (regreg.algorithms.FISTA method) updated_ever_active() (regreg.paths.group_lasso.group_lasso_path method) (regreg.paths.lasso.lasso_path method) (regreg.paths.sparse_group_block.sparse_group_common_path method)

V

vstack (class in regreg.affine)

W

warm_start() (in module regreg.paths)

weights (regreg.atoms.group_lasso.group_lasso_cone property)

X

Xn (regreg.paths.mixed_lasso.mixed_lasso_path property)

Z

zero (class in regreg.atoms.cones) (class in regreg.smooth)

zero_constraint (class in regreg.atoms.cones) zeroify() (regreg.identity_quadratic.identity_quadratic method)