初始版本.

Signed-off-by: rick.chan <chenyang@autoai.com>

LinearBoston.py

@@ -0,0 +1,16 @@
+#! /usr/bin/env python3
+# -*- coding:utf-8 -*-
+
+from sklearn.datasets import load_boston
+from sklearn.model_selection import train_test_split
+from sklearn.linear_model import LinearRegression
+
+boston = load_boston()
+x_train, x_test, y_train, y_test = train_test_split(boston.data, boston.target, test_size = 0.1, random_state = 42)
+linear_reg = LinearRegression()
+res = linear_reg.fit(x_train, y_train)
+y_pred = linear_reg.predict(x_test)
+
+print(y_pred)
+print()
+print(y_test)

README.md

@@ -1,3 +1,33 @@
 # LinearBoston
 
-使用线性回归预测 Boston 房价。
+使用线性回归预测 Boston 房价。
+
+基于 sklearn 机器学习框架。
+
+## 1.安装依赖
+
+```bash
+pip3 install sklearn
+```
+
+## 2.使用
+
+```bash
+# Linux
+$ ./LinearBoston.py
+
+[29.3639579  36.18916482 14.05923305 24.76681233 18.79788306 23.24853399
+ 17.67925163 13.52689687 23.47852891 20.64157306 25.09931716 18.95745403
+ -5.20884417 21.49578209 19.70582791 25.88188533 20.58810146  6.32255133
+ 40.53496182 17.70625559 27.18358564 30.26489811 11.44273418 23.67928093
+ 18.3134012  16.68382624 22.70408601 15.00807515 22.63999482 19.26595697
+ 23.18874623 25.13865453 25.45744382 18.65563    17.14694386 17.09774591
+ 30.86149933 20.30925718 23.6643961  24.16999127 14.02229608 32.76422241
+ 42.75995463 17.52640822 27.33820148 17.4795262  14.37833428 25.34949499
+ 20.51753419 30.15497476 21.71831626]
+
+[23.6 32.4 13.6 22.8 16.1 20.  17.8 14.  19.6 16.8 21.5 18.9  7.  21.2
+ 18.5 29.8 18.8 10.2 50.  14.1 25.2 29.1 12.7 22.4 14.2 13.8 20.3 14.9
+ 21.7 18.3 23.1 23.8 15.  20.8 19.1 19.4 34.7 19.5 24.4 23.4 19.7 28.2
+ 50.  17.4 22.6 15.1 13.1 24.2 19.9 24.  18.9]
+```