deepof.post_hoc.chunk_summary_statistics

deepof.post_hoc.chunk_summary_statistics(chunked_dataset: ndarray, body_part_names: list)

Extract summary statistics from a chunked dataset using seglearn.

Parameters:

• chunked_dataset (np.ndarray) – Preprocessed training set (of shape chunks x time x features), where each entry corresponds to a time chunk of data.

• body_part_names (list) – A list of the names of the body parts.

Returns:

A dataframe of kinematic features, of shape chunks by features.