Update ser.py

ser.py

@@ -15,9 +15,23 @@ class SearchMood:
 
 
 
+
+
+    def Hierarchical(self, data):
+        # Load the data.
+
+        # Perform hierarchical clustering.
+        clusters, distances = hierarchical(data, distance='cosine', linkage='complete', return_clusters=True)
+
+        # Print the cluster labels.
+        print(clusters)
+
     def embedings(self, samplex, sampley):
         emb = self.embeding(samplex, sampley)
-        similarity = self.similar(emb[0], emb[1])
+        embHx = self.Hierarchical(emb[0])
+        embHy = self.Hierarchical(emb[1])
+        similarity = self.similar(embHx, embHy)
+
         return(similarity)