pyclustering 0.9.3

pyclustering 0.9.3 library is a collection of clustering algorithms and methods, oscillatory networks, etc.

GENERAL CHANGES:

• Introduced get_cf_clusters and get_cf_entries methods for BIRCH algorithm to get CF-entry encoding information (pyclustering.cluster.birch). See: https://github.com/annoviko/pyclustering/issues/569

• Introduced predict method for SOMSC algorithm to find closest clusters for specified points (pyclustering.cluster.somsc). See: https://github.com/annoviko/pyclustering/issues/546

• Parallel optimization of C++ pyclustering compilation process. See: https://github.com/annoviko/pyclustering/issues/553

• Include folder for easy integration to other C++ projects. See: https://github.com/annoviko/pyclustering/issues/554

• Introduced new targets to build static libraries on Windows platform. See: https://github.com/annoviko/pyclustering/issues/555

• Introduced new targets to build static libraries on Linux/MacOS platforms. See: https://github.com/annoviko/pyclustering/issues/556

CORRECTED MAJOR BUGS:

• Bug with incorrect finding of closest CF-entry (pyclustering.container.cftree). See: https://github.com/annoviko/pyclustering/issues/564

• Bug with incorrect BIRCH clustering due incorrect leaf analysis (pyclustering.cluster.birch). See: https://github.com/annoviko/pyclustering/issues/563

• Bug with incorrect search procedure of farthest nodes in CF-tree (pyclustering.container.cftree). See: https://github.com/annoviko/pyclustering/issues/551

• Bug with crash during clustering with the same points in case of BIRCH (pyclustering.cluster.birch). See: https://github.com/annoviko/pyclustering/issues/561