Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | V | W _ __call__() (sparho.Solver method) __init__() (sparho.adapters.celer.CelerElasticNet method) (sparho.adapters.celer.CelerLasso method) (sparho.adapters.SklearnElasticNet method) (sparho.adapters.SklearnLasso method) (sparho.adapters.SklearnLogisticRegression method) (sparho.adapters.SklearnWeightedLasso method) (sparho.Criterion method) (sparho.CriterionResult method) (sparho.CrossVal method) (sparho.ElasticNet method) (sparho.HeldOutLogistic method) (sparho.HeldOutMSE method) (sparho.IterationRecord method) (sparho.L1 method) (sparho.LogisticLoss method) (sparho.Problem method) (sparho.SearchResult method) (sparho.SearchState method) (sparho.Solver method) (sparho.SolverResult method) (sparho.SquaredLoss method) (sparho.WeightedL1 method) A active_set (sparho.CriterionResult attribute) (sparho.SolverResult attribute) Array (in module sparho) as_solver() (in module sparho.adapters) B base (sparho.CrossVal attribute) best_coef (sparho.SearchResult attribute) best_hyperparam (sparho.SearchResult attribute) C CelerElasticNet (class in sparho.adapters.celer) CelerLasso (class in sparho.adapters.celer) coef (sparho.CriterionResult attribute) (sparho.SolverResult attribute) converged (sparho.SearchResult attribute) Criterion (class in sparho) CriterionResult (class in sparho) CrossVal (class in sparho) D Datafit (in module sparho) datafit (sparho.Problem attribute) design (sparho.Problem attribute) DesignMatrix (in module sparho) dual_gap (sparho.SolverResult attribute) E ElasticNet (class in sparho) extras (sparho.SolverResult attribute) F folds (sparho.CrossVal attribute) G grad (sparho.SearchState attribute) grad_norm (sparho.IterationRecord attribute) grad_search() (in module sparho) H HeldOutLogistic (class in sparho) HeldOutMSE (class in sparho) history (sparho.SearchResult attribute) (sparho.SearchState attribute) hoag_search() (in module sparho) hypergrad (sparho.CriterionResult attribute) Hyperparam (in module sparho) hyperparam (sparho.IterationRecord attribute) (sparho.SearchState attribute) I idx_train (sparho.HeldOutLogistic attribute) (sparho.HeldOutMSE attribute) idx_val (sparho.HeldOutLogistic attribute) (sparho.HeldOutMSE attribute) implicit_forward() (in module sparho) IndexArray (in module sparho) iteration (sparho.IterationRecord attribute) (sparho.SearchState attribute) IterationRecord (class in sparho) K kfold() (sparho.CrossVal class method) L L1 (class in sparho) LogisticLoss (class in sparho) M max_iter (sparho.adapters.celer.CelerElasticNet attribute) (sparho.adapters.celer.CelerLasso attribute) (sparho.adapters.SklearnElasticNet attribute) (sparho.adapters.SklearnLasso attribute) (sparho.adapters.SklearnLogisticRegression attribute) (sparho.adapters.SklearnWeightedLasso attribute) N n_features (sparho.Problem property) n_inner_iter (sparho.IterationRecord attribute) n_iter (sparho.SearchResult attribute) (sparho.SolverResult attribute) n_samples (sparho.Problem property) O optimizer_state (sparho.SearchState attribute) P Penalty (in module sparho) penalty (sparho.Problem attribute) Problem (class in sparho) R rho (sparho.ElasticNet attribute) S Scalar (in module sparho) SearchResult (class in sparho) SearchState (class in sparho) SklearnElasticNet (class in sparho.adapters) SklearnLasso (class in sparho.adapters) SklearnLogisticRegression (class in sparho.adapters) SklearnWeightedLasso (class in sparho.adapters) Solver (class in sparho) solver_result (sparho.SearchState attribute) SolverResult (class in sparho) SquaredLoss (class in sparho) T target (sparho.Problem attribute) tol (sparho.adapters.celer.CelerElasticNet attribute) (sparho.adapters.celer.CelerLasso attribute) (sparho.adapters.SklearnElasticNet attribute) (sparho.adapters.SklearnLasso attribute) (sparho.adapters.SklearnLogisticRegression attribute) (sparho.adapters.SklearnWeightedLasso attribute) V value (sparho.CriterionResult attribute) (sparho.IterationRecord attribute) (sparho.SearchState attribute) value() (sparho.Criterion method) (sparho.CrossVal method) (sparho.HeldOutLogistic method) (sparho.HeldOutMSE method) value_and_hypergrad() (sparho.Criterion method) (sparho.CrossVal method) (sparho.HeldOutLogistic method) (sparho.HeldOutMSE method) W warm_start (sparho.CrossVal attribute) WeightedL1 (class in sparho)