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2509165013
2026-04-16 15:51:18 +08:00
parent 0a9cd95032
commit 879dba4d2e
3 changed files with 62 additions and 0 deletions

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import numpy as np
feature_map1 = np.array([[1, 0, 1], [0, 1, 0], [1, 0, 1]])
feature_map2 = np.array([[1, 1, 1], [1, 0, 0], [1, 0, 0]])
vector1 = feature_map1.flatten()
vector2 = feature_map2.flatten()
print("vector1:", vector1)
print("vector2:", vector2)
euclidean_dist = np.linalg.norm(vector1 - vector2)
print("\n欧几里得距离:", euclidean_dist)
cos_similarity = np.dot(vector1, vector2) / (np.linalg.norm(vector1) * np.linalg.norm(vector2))
print("余弦相似度:", cos_similarity)