traja.accessor.TrajaAccessor.extract_features

TrajaAccessor.extract_features() → DataFrame[source]

Extract common features for machine learning.

Returns:

Feature matrix with columns like displacement, speed,: turn_angle, acceleration, etc.

Return type:

pd.DataFrame

Note

Useful for feeding into classical ML models or as additional features for DL.