From 740245fe2884cb6141f8a1abcef73b6ad71ba5b1 Mon Sep 17 00:00:00 2001
From: Shuhui Bu <bushuhui@gmail.com>
Date: Tue, 25 Sep 2018 18:14:31 +0800
Subject: [PATCH] add homework_03_kmeans

---
 homework_01_python/ex1.py              |  10 -
 homework_03_kmeans/README.md           |  12 +
 homework_03_kmeans/dataset_circles.csv | 400 +++++++++++++++++++++++++
 homework_03_kmeans/images/data.png     | Bin 0 -> 42045 bytes
 4 files changed, 412 insertions(+), 10 deletions(-)
 delete mode 100644 homework_01_python/ex1.py
 create mode 100644 homework_03_kmeans/README.md
 create mode 100644 homework_03_kmeans/dataset_circles.csv
 create mode 100644 homework_03_kmeans/images/data.png

diff --git a/homework_01_python/ex1.py b/homework_01_python/ex1.py
deleted file mode 100644
index d855502..0000000
--- a/homework_01_python/ex1.py
+++ /dev/null
@@ -1,10 +0,0 @@
-# exercise 1
-
-ja'sdf
-'sa
-fd
-sad
-fsa
-f
-sa
-f
\ No newline at end of file
diff --git a/homework_03_kmeans/README.md b/homework_03_kmeans/README.md
new file mode 100644
index 0000000..88820d3
--- /dev/null
+++ b/homework_03_kmeans/README.md
@@ -0,0 +1,12 @@
+## Homework 03 - kMeans
+
+如何将下列数据进行特征变换之后，做kMeans聚类
+
+![data](images/data.png)
+
+数据文件是：`dataset_circles.csv`
+
+要求：
+1. 不使用特征变化，使用聚类方法得到的结果
+2. 使用特征变化，使用聚类方法的结果
+3. 自己查找其他的聚类方法，尝试使用一下，看看效果如何
\ No newline at end of file
diff --git a/homework_03_kmeans/dataset_circles.csv b/homework_03_kmeans/dataset_circles.csv
new file mode 100644
index 0000000..c0a2404
--- /dev/null
+++ b/homework_03_kmeans/dataset_circles.csv
@@ -0,0 +1,400 @@
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