ttslearn.dnntts.multistream.get_static_features

ttslearn.dnntts.multistream.get_static_features(inputs, num_windows, stream_sizes, has_dynamic_features, streams=None)[source]

Get static features from static+dynamic features

Parameters
  • inputs (array like) – input 3-d or 2-d array

  • num_windows (int) – number of windows

  • stream_sizes (list) – stream sizes

  • has_dynamic_features (list) – binary flags that indicates if steams have dynamic features

  • streams (list, optional) – Streams of interests. Returns all streams if streams is None. Defaults to None.

Returns

list of static features

Return type

list