Agglomerative Hierarchical Clustering

Sklearn
Overview of Clustering
5 Clustering Algorithms Data Scientists Need to Know 

# Fit
from sklearn.cluster import AgglomerativeClustering
ac = AgglomerativeClustering(n_clusters = n, affinity = 'euclidean', linkage = 'ward')
y = ac.fit_predict(X)