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.ElasticNetHO method) (sparho.HeldOutLogistic method) (sparho.HeldOutMSE method) (sparho.IterationRecord method) (sparho.L1 method) (sparho.LassoHO method) (sparho.LogisticLoss method) (sparho.LogisticRegressionHO method) (sparho.Problem method) (sparho.SearchResult method) (sparho.SearchState method) (sparho.Solver method) (sparho.SolverResult method) (sparho.SquaredLoss method) (sparho.Sure method) (sparho.WeightedL1 method) A active_set (sparho.CriterionResult attribute) (sparho.SolverResult attribute) alpha_ (sparho.LassoHO 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) coef_ (sparho.LassoHO 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) decision_function() (sparho.LogisticRegressionHO method) design (sparho.Problem attribute) DesignMatrix (in module sparho) dual_gap (sparho.SolverResult attribute) E ElasticNet (class in sparho) ElasticNetHO (class in sparho) epsilon (sparho.Sure attribute) extras (sparho.IterationRecord attribute) (sparho.SolverResult attribute) F feature_names_in_ (sparho.LassoHO attribute) fit() (sparho.ElasticNetHO method) (sparho.LassoHO method) (sparho.LogisticRegressionHO method) 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) inner_dual_gap (sparho.CriterionResult attribute) intercept_ (sparho.LassoHO attribute) iteration (sparho.IterationRecord attribute) (sparho.SearchState attribute) IterationRecord (class in sparho) K kfold() (sparho.CrossVal class method) L L1 (class in sparho) LassoHO (class in sparho) LogisticLoss (class in sparho) LogisticRegressionHO (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_features_in_ (sparho.LassoHO attribute) n_inner_iter (sparho.IterationRecord attribute) n_iter (sparho.SearchResult attribute) (sparho.SolverResult attribute) n_iter_ (sparho.LassoHO attribute) n_samples (sparho.Problem property) O optimizer_state (sparho.SearchState attribute) P Penalty (in module sparho) penalty (sparho.Problem attribute) predict() (sparho.ElasticNetHO method) (sparho.LassoHO method) (sparho.LogisticRegressionHO method) predict_proba() (sparho.LogisticRegressionHO method) Problem (class in sparho) R random_state (sparho.adapters.SklearnLogisticRegression attribute) (sparho.Sure attribute) rho (sparho.ElasticNet attribute) S Scalar (in module sparho) search_result_ (sparho.LassoHO attribute) SearchResult (class in sparho) SearchState (class in sparho) set_fit_request() (sparho.ElasticNetHO method) (sparho.LassoHO method) (sparho.LogisticRegressionHO method) set_score_request() (sparho.ElasticNetHO method) (sparho.LassoHO method) (sparho.LogisticRegressionHO method) sigma (sparho.Sure attribute) 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) Sure (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) (sparho.Sure method) value_and_hypergrad() (sparho.Criterion method) (sparho.CrossVal method) (sparho.HeldOutLogistic method) (sparho.HeldOutMSE method) (sparho.Sure method) W warm_start (sparho.CrossVal attribute) (sparho.Sure attribute) WeightedL1 (class in sparho)