Created
January 25, 2020 18:51
-
-
Save llSourcell/e4822c8ff4db677e5759d89ea72095de to your computer and use it in GitHub Desktop.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| def cosine_similarity_ngrams(a, b): | |
| vec1 = Counter(a) | |
| vec2 = Counter(b) | |
| intersection = set(vec1.keys()) & set(vec2.keys()) | |
| numerator = sum([vec1[x] * vec2[x] for x in intersection]) | |
| sum1 = sum([vec1[x]**2 for x in vec1.keys()]) | |
| sum2 = sum([vec2[x]**2 for x in vec2.keys()]) | |
| denominator = math.sqrt(sum1) * math.sqrt(sum2) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment