replay_trajectory_classification.discrete_state_transitions.expected_duration#

expected_duration(discrete_state_transition: ndarray, sampling_frequency: int = 1)[source]#

The average duration of each discrete state if it follows a geometric distribution.

Use sampling_frequency to convert duration to seconds. Time is in number of samples by default.

Parameters:
  • discrete_state_transition (np.ndarray, shape (n_states, n_states))

  • sampling_frequency (int, optional)

Returns:

duration

Return type:

np.ndarray, shape (n_states)