Case Fixes

Author: Arko-Sengupta

machine_learning/cosine_similarity.py

@@ -1,9 +1,8 @@
-import spacy
 import logging
 import numpy as np
+import spacy
 
-
-class cosine_similarity:
+class CosineSimilarity:
     """
     Cosine Similarity Algorithm
 
@@ -180,5 +179,5 @@ def cosine_similarity_percentage(self, text1: str, text2: str) -> float:
     text1 = "The biggest Infrastructure in the World is Burj Khalifa"
     text2 = "The name of the talllest Tower in the world is Burj Khalifa"
 
-    similarity_percentage = cosine_similarity().cosine_similarity_percentage(text1, text2)
+    similarity_percentage = CosineSimilarity().cosine_similarity_percentage(text1, text2)
     print(f"Cosine Similarity: {similarity_percentage:.2f}%")