tropea_clustering.helpers.reshape_from_nt¶
- tropea_clustering.helpers.reshape_from_nt(input_data, tau_window)[source]¶
Reshapes the input data from traditional from scikit format.
Takes the data array in the (n_particles, n_frames) format and reshapes it in the format required by scikit-learn.
- Parameters:
input_data (np.ndarray of shape (n_particles, n_frames)) – The raw data in the traditional shape.
tau_window (int) – Length of the signal window - the analysis time resolution.
- Returns:
reshaped_data – The raw data in the scikit-required shape.
- Return type:
np.ndarray of shape (n_particles * n_windows, tau_window)