knnpe: A Python package implementing the k -nearest neighbor permutation entropy The k -nearest neighbor permutation entropy [1] extends the fundamental premise of investigating the relative ordering ...

Based on particle swarm optimization (PSO), the algorithm for selecting appropriate K values is improved by combining k-mean algorithm. When the algorithm converges, the expansion and reduction of K ...