Connectivity transformers¶

class sekupy.preprocessing.connectivity.AverageEstimator(name='average_estimator', **kwargs)[source]¶

Transform the provided dataset.

This method applies the transformation to the dataset and records the transformation in the dataset’s preprocessing history.

class sekupy.preprocessing.connectivity.SingleRowMatrixTransformer(name='upper_matrix', **kwargs)[source]¶

This transformer change a row dataset representing a matrix in a square matrix dataset.

transform(ds)[source]¶

This function performs the transformation into a square matrix dataset

class sekupy.preprocessing.connectivity.SlidingWindowConnectivity(window_length=1, shift=1, overlap=0)[source]¶

class sekupy.preprocessing.connectivity.SpeedEstimator(name='speed_tc', **kwargs)[source]¶

transform(ds, metric='euclidean')[source]¶

Transform the provided dataset.

This method applies the transformation to the dataset and records the transformation in the dataset’s preprocessing history.