Index B | C | D | E | F | G | I | L | M | N | O | P | R | S | T | X | Y B brainsig module brainsig.dataset module brainsig.model module brainsig.neural_dataset module build_cv_scheme() (brainsig.model.ElasticNetClassifier method) C classifier (brainsig.model.NeuralSignature attribute), [1] compute_signature_scores() (brainsig.model.NeuralSignature method) condition0 (brainsig.neural_dataset.NeuralSignatureDataset attribute), [1] condition1 (brainsig.neural_dataset.NeuralSignatureDataset attribute), [1] cross_validate() (brainsig.model.ElasticNetClassifier method) (brainsig.model.NeuralSignature method) Cs (brainsig.model.ElasticNetClassifier attribute) cv_results (brainsig.model.ElasticNetClassifier attribute), [1] D dataset (brainsig.model.ElasticNetClassifier attribute) Dataset (class in brainsig.dataset) define_model() (brainsig.model.ElasticNetClassifier method) dropped_summary (brainsig.dataset.Dataset attribute) (brainsig.neural_dataset.NeuralSignatureDataset attribute), [1] E ElasticNetClassifier (class in brainsig.model) F feature_names (brainsig.dataset.Dataset attribute) (brainsig.neural_dataset.NeuralSignatureDataset attribute), [1] fit() (brainsig.model.NeuralSignature method) fit_model() (brainsig.model.ElasticNetClassifier method) G get_coefficients() (brainsig.model.NeuralSignature method) get_cv_coefs() (brainsig.model.ElasticNetClassifier method) get_cv_model_scores() (brainsig.model.ElasticNetClassifier method) (brainsig.model.NeuralSignature method) get_cv_roc_curves() (brainsig.model.ElasticNetClassifier method) (brainsig.model.NeuralSignature method) get_cv_signature_scores() (brainsig.model.NeuralSignature method) get_model_scores() (brainsig.model.ElasticNetClassifier method) (brainsig.model.NeuralSignature method) get_roc_curve() (brainsig.model.ElasticNetClassifier method) (brainsig.model.NeuralSignature method) I inner_cv (brainsig.model.ElasticNetClassifier attribute) inner_folds (brainsig.model.ElasticNetClassifier attribute) inner_scoring (brainsig.model.ElasticNetClassifier attribute) L l1_ratios (brainsig.model.ElasticNetClassifier attribute) load() (brainsig.model.NeuralSignature class method) logger (in module brainsig.dataset) (in module brainsig.neural_dataset) M max_iter (brainsig.model.ElasticNetClassifier attribute) models (brainsig.model.ElasticNetClassifier attribute), [1] module brainsig brainsig.dataset brainsig.model brainsig.neural_dataset N n_jobs (brainsig.model.ElasticNetClassifier attribute) NeuralSignature (class in brainsig.model) NeuralSignatureDataset (class in brainsig.neural_dataset) O original_df (brainsig.dataset.Dataset attribute), [1] outer_cv (brainsig.model.ElasticNetClassifier attribute) outer_folds (brainsig.model.ElasticNetClassifier attribute) outer_scoring (brainsig.model.ElasticNetClassifier attribute) P predict() (brainsig.model.ElasticNetClassifier method) preprocessor (brainsig.dataset.Dataset attribute) (brainsig.neural_dataset.NeuralSignatureDataset attribute), [1] R random_state (brainsig.model.ElasticNetClassifier attribute) S save() (brainsig.model.NeuralSignature method) signature_scores (brainsig.model.NeuralSignature attribute), [1] subject_ids (brainsig.neural_dataset.NeuralSignatureDataset attribute), [1] T target (brainsig.dataset.Dataset attribute), [1] target_labels (brainsig.dataset.Dataset attribute) (brainsig.neural_dataset.NeuralSignatureDataset attribute), [1] target_names (brainsig.model.ElasticNetClassifier attribute), [1] X X (brainsig.dataset.Dataset attribute) X_test (brainsig.dataset.Dataset attribute) (brainsig.neural_dataset.NeuralSignatureDataset attribute), [1] X_train (brainsig.dataset.Dataset attribute) (brainsig.neural_dataset.NeuralSignatureDataset attribute), [1] Y y (brainsig.dataset.Dataset attribute) y_test (brainsig.dataset.Dataset attribute) (brainsig.neural_dataset.NeuralSignatureDataset attribute), [1] y_train (brainsig.dataset.Dataset attribute) (brainsig.neural_dataset.NeuralSignatureDataset attribute), [1]