drcme.ephys_morph_clustering.refine_assignments

drcme.ephys_morph_clustering.refine_assignments(clust_labels, shared_norm)

Reassign samples to the best-matched clusters

All samples that have a better-matching cluster are reassigned at a time. Since reassignment changes the matching rates, the procedure is repeated until assignments no longer change or are identical to a previously encountered set of assignments (meaning that the algorithm has entered a cycle).

Parameters

• clust_labels (array) – Cluster assignments

• shared_norm (array) – Matrix of normalized cell-by-cell co-clustering rates

Returns

New cluster assignments

Return type

array