Features

Data handling and analysis

• Dataset
  • compare_datasets()
• Feature Extraction
  • Sleep Feature Extractor
  • Sources
  • SleepSpectralFeatureExtractor
    • SleepSpectralFeatureExtractor.attenuate()
    • SleepSpectralFeatureExtractor.design_filters()
    • SleepSpectralFeatureExtractor.extraction_functions
    • SleepSpectralFeatureExtractor.prefilter()
    • SleepSpectralFeatureExtractor.process_signal()
• Spectral Features
  • mean_bands()
  • mean_frequency()
  • median_frequency()
  • non_normalized_entropy()
  • non_normalized_entropy_bands()
  • normalized_entropy()
  • normalized_entropy_bands()
  • relative_bands()
• Time Domain Features
  • tkeo()
• Utils
  • augment_features()
  • balance_classes()
  • find_category_outliers()
  • get_class_count()
  • get_classification_scores()
  • print_classification_scores()
  • remove_features()
  • remove_samples()
  • replace_annotations()
  • zscore()
• Wave Detector
  • WaveDetector
    • WaveDetector.delta_t_stats()
    • WaveDetector.detect_waves()
    • WaveDetector.max_stats()
    • WaveDetector.min_stats()
    • WaveDetector.pk2pk_stats()
    • WaveDetector.slope_stats()
    • WaveDetector.stat()