[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Author: pre-commit-ci[bot]

machine_learning/cosine_similarity.py

@@ -2,6 +2,7 @@
 import numpy as np
 import spacy
 
+
 class CosineSimilarity:
     """
     Cosine Similarity Algorithm
@@ -179,5 +180,7 @@ 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 = CosineSimilarity().cosine_similarity_percentage(text1, text2)
+    similarity_percentage = CosineSimilarity().cosine_similarity_percentage(
+        text1, text2
+    )
     print(f"Cosine Similarity: {similarity_percentage:.2f}%")