eegproc.data package

DataFrame schemas and trial-safe array preparation for EEG models.

Submodules

• eegproc.data.csv_cowen module
  • cowen27_frames()
• eegproc.data.csv_eegemotions module
  • eegemotions_frames()
  • parse_filename()
• eegproc.data.csv_matlab module
  • amigos_frames()
  • deap_frames()
  • dreamer_csv_frames()
  • dreamer_mat_frames()
• eegproc.data.schema module
  • EEGFrame
    • EEGFrame.data
    • EEGFrame.feature_columns
    • EEGFrame.fs
    • EEGFrame.kind
    • EEGFrame.label_columns
    • EEGFrame.subject_columns
    • EEGFrame.time_column
    • EEGFrame.trial_columns
  • FeatureColumn
    • FeatureColumn.band
    • FeatureColumn.channel
    • FeatureColumn.feature
  • median_split()
  • parse_feature_column()
• eegproc.data.to_csv module
  • convert_dataset()
  • main()
• eegproc.data.windowing module
  • WindowedArrays
    • WindowedArrays.features
    • WindowedArrays.labels
    • WindowedArrays.subject_ids
    • WindowedArrays.subject_lookup
    • WindowedArrays.trial_ids
    • WindowedArrays.trial_lookup
  • to_supervised_arrays()