Index A | B | C | D | E | F | G | I | K | L | M | N | P | R | S | T | V | W | Z A attenuate() (brainmaze_eeg.features.feature_extraction.SleepSpectralFeatureExtractor method) augment_features() (in module brainmaze_eeg.features.utils) B balance_classes() (in module brainmaze_eeg.features.utils) brainmaze_eeg.classifiers module brainmaze_eeg.crp module brainmaze_eeg.features module brainmaze_eeg.features.dataset module brainmaze_eeg.features.feature_extraction module brainmaze_eeg.features.spectral_features module brainmaze_eeg.features.time_domain_features module brainmaze_eeg.features.utils module brainmaze_eeg.features.wave_detector module brainmaze_eeg.hypnogram module brainmaze_eeg.preprocessing module brainmaze_eeg.scikit_modules module C ccep_proj() (in module brainmaze_eeg.crp) channel_data_rate_thresholding() (in module brainmaze_eeg.preprocessing) compare_datasets() (in module brainmaze_eeg.features.dataset) continuous_learning (brainmaze_eeg.scikit_modules.ZScoreModule attribute) correct_certainty() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) correct_hypnogram() (in module brainmaze_eeg.hypnogram) correct_rem() (in module brainmaze_eeg.hypnogram) create_template() (brainmaze_eeg.classifiers.Mapper method) crp_method() (in module brainmaze_eeg.crp) D delta_t_stats() (brainmaze_eeg.features.wave_detector.WaveDetector class method) design_filters() (brainmaze_eeg.features.feature_extraction.SleepSpectralFeatureExtractor method) detect_flat_line_segments() (in module brainmaze_eeg.preprocessing) detect_outlier_segments() (in module brainmaze_eeg.preprocessing) detect_powerline_segments() (in module brainmaze_eeg.preprocessing) detect_stim_segments() (in module brainmaze_eeg.preprocessing) detect_waves() (brainmaze_eeg.features.wave_detector.WaveDetector method) detection_dilatation() (in module brainmaze_eeg.preprocessing) do_median_filtration() (in module brainmaze_eeg.hypnogram) E extract_features() (brainmaze_eeg.classifiers.KDEBayesianModel method) (brainmaze_eeg.classifiers.KDEBayesianModelNC method) (brainmaze_eeg.classifiers.MultiChannelMVGaussBayesClassifier method) extract_features_bulk() (brainmaze_eeg.classifiers.KDEBayesianModel method) (brainmaze_eeg.classifiers.KDEBayesianModelNC method) (brainmaze_eeg.classifiers.MultiChannelMVGaussBayesClassifier method) extraction_functions (brainmaze_eeg.features.feature_extraction.SleepSpectralFeatureExtractor property) F FeatureAugmentorModule (class in brainmaze_eeg.scikit_modules) fill_nonrem_voids() (in module brainmaze_eeg.hypnogram) fill_same_voids() (in module brainmaze_eeg.hypnogram) fill_sleep_voids() (in module brainmaze_eeg.hypnogram) fill_wakerem_voids() (in module brainmaze_eeg.hypnogram) filter_powerline() (in module brainmaze_eeg.preprocessing) find_category_outliers() (in module brainmaze_eeg.features.utils) fit() (brainmaze_eeg.classifiers.KDEBayesianCausalModel method) (brainmaze_eeg.classifiers.KDEBayesianModel method) (brainmaze_eeg.classifiers.KDEBayesianModelNC method) (brainmaze_eeg.classifiers.MultiChannelMVGaussBayesClassifier method) (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) (brainmaze_eeg.classifiers.SleepStructureClassifier method) (brainmaze_eeg.scikit_modules.FeatureAugmentorModule method) (brainmaze_eeg.scikit_modules.Log10Module method) (brainmaze_eeg.scikit_modules.LogModule method) (brainmaze_eeg.scikit_modules.PCAModule method) (brainmaze_eeg.scikit_modules.PCAModuleSVD method) (brainmaze_eeg.scikit_modules.ZScoreModule method) fit_genetic() (brainmaze_eeg.classifiers.Mapper method) fit_genetic_likelihood() (brainmaze_eeg.classifiers.Mapper method) fit_map() (brainmaze_eeg.classifiers.Mapper method) fit_optimize() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) fit_transform() (brainmaze_eeg.classifiers.KDEBayesianModel method) (brainmaze_eeg.classifiers.KDEBayesianModelNC method) (brainmaze_eeg.classifiers.MultiChannelMVGaussBayesClassifier method) (brainmaze_eeg.scikit_modules.FeatureAugmentorModule method) (brainmaze_eeg.scikit_modules.Log10Module method) (brainmaze_eeg.scikit_modules.LogModule method) (brainmaze_eeg.scikit_modules.PCAModule method) (brainmaze_eeg.scikit_modules.PCAModuleSVD method) (brainmaze_eeg.scikit_modules.ZScoreModule method) G get_awakening_time() (in module brainmaze_eeg.hypnogram) get_changing_state_posteriors() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) get_changing_state_priors() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) get_changing_state_probabilities() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) get_class_count() (in module brainmaze_eeg.features.utils) get_classification_scores() (in module brainmaze_eeg.features.utils) get_fell_asleep_time() (in module brainmaze_eeg.hypnogram) get_hypnogram_datarate() (in module brainmaze_eeg.hypnogram) get_number_of_awakenings() (in module brainmaze_eeg.hypnogram) get_number_of_sleep_stages() (in module brainmaze_eeg.hypnogram) get_prob_to_change() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) get_probabilities() (brainmaze_eeg.classifiers.Mapper method) get_rem_latency() (in module brainmaze_eeg.hypnogram) get_stage_times() (in module brainmaze_eeg.hypnogram) get_stage_times_dataset() (in module brainmaze_eeg.hypnogram) get_stat_indices() (in module brainmaze_eeg.crp) get_state_change_posterior() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) get_state_change_prior() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) get_state_idx() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) get_state_priors() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) get_time_by_key() (in module brainmaze_eeg.hypnogram) get_transition_counts() (in module brainmaze_eeg.hypnogram) get_transition_matrix() (in module brainmaze_eeg.hypnogram) get_transition_matrix_dataset() (in module brainmaze_eeg.hypnogram) I is_sleep_complete() (in module brainmaze_eeg.hypnogram) K KDEBayesianCausalModel (class in brainmaze_eeg.classifiers) KDEBayesianModel (class in brainmaze_eeg.classifiers) KDEBayesianModelNC (class in brainmaze_eeg.classifiers) kt_pca() (in module brainmaze_eeg.crp) L Log10Module (class in brainmaze_eeg.scikit_modules) LogModule (class in brainmaze_eeg.scikit_modules) M map() (brainmaze_eeg.classifiers.Mapper method) Mapper (class in brainmaze_eeg.classifiers) mask_segments_with_nans() (in module brainmaze_eeg.preprocessing) max_stats() (brainmaze_eeg.features.wave_detector.WaveDetector class method) mean (brainmaze_eeg.scikit_modules.ZScoreModule attribute) mean_bands() (in module brainmaze_eeg.features.spectral_features) mean_frequency() (in module brainmaze_eeg.features.spectral_features) median_frequency() (in module brainmaze_eeg.features.spectral_features) min_stats() (brainmaze_eeg.features.wave_detector.WaveDetector class method) module brainmaze_eeg.classifiers brainmaze_eeg.crp brainmaze_eeg.features brainmaze_eeg.features.dataset brainmaze_eeg.features.feature_extraction brainmaze_eeg.features.spectral_features brainmaze_eeg.features.time_domain_features brainmaze_eeg.features.utils brainmaze_eeg.features.wave_detector brainmaze_eeg.hypnogram brainmaze_eeg.preprocessing brainmaze_eeg.scikit_modules multi_class (brainmaze_eeg.scikit_modules.ZScoreModule attribute) MultiChannelMVGaussBayesClassifier (class in brainmaze_eeg.classifiers) multivariate_normal_ (class in brainmaze_eeg.classifiers) MVGaussBayesianCausalModel (class in brainmaze_eeg.classifiers) MVGaussBayesianModel (class in brainmaze_eeg.classifiers) N N (brainmaze_eeg.scikit_modules.ZScoreModule attribute) non_normalized_entropy() (in module brainmaze_eeg.features.spectral_features) non_normalized_entropy_bands() (in module brainmaze_eeg.features.spectral_features) normalized_entropy() (in module brainmaze_eeg.features.spectral_features) normalized_entropy_bands() (in module brainmaze_eeg.features.spectral_features) P PCAModule (class in brainmaze_eeg.scikit_modules) PCAModuleSVD (class in brainmaze_eeg.scikit_modules) pdf() (brainmaze_eeg.classifiers.multivariate_normal_ method) pk2pk_stats() (brainmaze_eeg.features.wave_detector.WaveDetector class method) plot_hypnogram() (in module brainmaze_eeg.hypnogram) predict() (brainmaze_eeg.classifiers.KDEBayesianModel method) (brainmaze_eeg.classifiers.KDEBayesianModelNC method) (brainmaze_eeg.classifiers.MultiChannelMVGaussBayesClassifier method) (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) predict_signal() (brainmaze_eeg.classifiers.KDEBayesianModel method) (brainmaze_eeg.classifiers.KDEBayesianModelNC method) (brainmaze_eeg.classifiers.MultiChannelMVGaussBayesClassifier method) (brainmaze_eeg.classifiers.SleepClassifierWrapper method) predict_signal_scores() (brainmaze_eeg.classifiers.KDEBayesianModel method) (brainmaze_eeg.classifiers.KDEBayesianModelNC method) (brainmaze_eeg.classifiers.MultiChannelMVGaussBayesClassifier method) prefilter() (brainmaze_eeg.features.feature_extraction.SleepSpectralFeatureExtractor method) preprocess_signal() (brainmaze_eeg.classifiers.KDEBayesianModel method) (brainmaze_eeg.classifiers.KDEBayesianModelNC method) (brainmaze_eeg.classifiers.MultiChannelMVGaussBayesClassifier method) print_classification_scores() (in module brainmaze_eeg.features.utils) print_sleep_score() (in module brainmaze_eeg.hypnogram) process_signal() (brainmaze_eeg.features.feature_extraction.SleepSpectralFeatureExtractor method) R relative_bands() (in module brainmaze_eeg.features.spectral_features) remove_class() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) remove_features() (in module brainmaze_eeg.features.utils) remove_samples() (in module brainmaze_eeg.features.utils) replace_annotations() (in module brainmaze_eeg.features.utils) replace_nans_with_median() (in module brainmaze_eeg.preprocessing) reset_probabilities() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) S score_night() (in module brainmaze_eeg.hypnogram) scores() (brainmaze_eeg.classifiers.KDEBayesianCausalModel method) (brainmaze_eeg.classifiers.KDEBayesianModel method) (brainmaze_eeg.classifiers.KDEBayesianModelNC method) (brainmaze_eeg.classifiers.MultiChannelMVGaussBayesClassifier method) (brainmaze_eeg.classifiers.SleepStructureClassifier method) SleepClassifierWrapper (class in brainmaze_eeg.classifiers) SleepSpectralFeatureExtractor (class in brainmaze_eeg.features.feature_extraction) SleepStageProbabilityMarkovChainFilter (class in brainmaze_eeg.classifiers) SleepStructureClassifier (class in brainmaze_eeg.classifiers) slope_stats() (brainmaze_eeg.features.wave_detector.WaveDetector class method) stat() (brainmaze_eeg.features.wave_detector.WaveDetector static method) std (brainmaze_eeg.scikit_modules.ZScoreModule attribute) T tkeo() (in module brainmaze_eeg.features.time_domain_features) train() (brainmaze_eeg.classifiers.SleepClassifierWrapper method) trainable (brainmaze_eeg.scikit_modules.ZScoreModule attribute) transform() (brainmaze_eeg.classifiers.KDEBayesianModel method) (brainmaze_eeg.classifiers.KDEBayesianModelNC method) (brainmaze_eeg.scikit_modules.FeatureAugmentorModule method) (brainmaze_eeg.scikit_modules.Log10Module method) (brainmaze_eeg.scikit_modules.LogModule method) (brainmaze_eeg.scikit_modules.PCAModuleSVD method) (brainmaze_eeg.scikit_modules.ZScoreModule method) transition_matrix_to_change_matrix() (in module brainmaze_eeg.hypnogram) V valid_dataset_index_by_duration() (in module brainmaze_eeg.hypnogram) W WaveDetector (class in brainmaze_eeg.features.wave_detector) weight_probabilities() (brainmaze_eeg.classifiers.SleepStageProbabilityMarkovChainFilter method) Z zscore() (in module brainmaze_eeg.features.utils) ZScoreModule (class in brainmaze_eeg.scikit_modules)
