pyphi.measures.distribution.mp2q#
- pyphi.measures.distribution.mp2q(p, q)[source]#
Compute the MP2Q measure.
This is defined as
\[\frac{1}{N} \sum_{i=0}^{N-1} \frac{p_i^2}{q_i} \log_2\left(\frac{p_i}{q_i}\right)\]- Parameters:
p (np.ndarray) – The first distribution.
q (np.ndarray) – The second distribution.
- Returns:
float – The distance.
- Return type: