From b94b3c6a00673d748af53e8c1eab0115a977be44 Mon Sep 17 00:00:00 2001
From: p8nberp9i <19522121426@163.com>
Date: Tue, 9 Jan 2024 17:11:54 +0800
Subject: [PATCH] ADD file via upload

---
 clustering.py | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)
 create mode 100644 clustering.py

diff --git a/clustering.py b/clustering.py
new file mode 100644
index 0000000..f18ad07
--- /dev/null
+++ b/clustering.py
@@ -0,0 +1,23 @@
+import numpy as np
+from sklearn.cluster import KMeans
+import time
+
+# 生成随机数据
+np.random.seed(0)
+X = np.random.rand(10000, 10)
+
+# 设置要测试的聚类数目
+n_clusters = 3
+
+# 创建K均值聚类模型
+kmeans = KMeans(n_clusters=n_clusters)
+
+# 运行K均值聚类算法
+start_time = time.time()
+kmeans.fit(X)
+end_time = time.time()
+
+# 输出聚类结果和算法执行时间
+print("聚类中心坐标:")
+print(kmeans.cluster_centers_)
+print("\n算法执行时间: {:.4f} 秒".format(end_time - start_time))