├── __init__.py
├── icon.ico
├── model
    ├── DR_model.m
    ├── LR_model.m
    ├── RR_model.m
    ├── KNNR_model.m
    ├── LLR_model.m
    └── SVMR_model.m
├── README.md
├── my_pic.qrc
├── my_main_ui.spec
├── my_boston.e4p
├── model.py
├── my_main_ui.py
├── my_main_ui.ui
└── Ui_my_main_ui.py


/__init__.py:
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1 | 


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/icon.ico:
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https://raw.githubusercontent.com/DataXujing/boston_model/master/icon.ico


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/model/DR_model.m:
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https://raw.githubusercontent.com/DataXujing/boston_model/master/model/DR_model.m


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/model/LR_model.m:
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https://raw.githubusercontent.com/DataXujing/boston_model/master/model/LR_model.m


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/model/RR_model.m:
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https://raw.githubusercontent.com/DataXujing/boston_model/master/model/RR_model.m


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/model/KNNR_model.m:
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https://raw.githubusercontent.com/DataXujing/boston_model/master/model/KNNR_model.m


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/model/LLR_model.m:
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https://raw.githubusercontent.com/DataXujing/boston_model/master/model/LLR_model.m


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/model/SVMR_model.m:
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https://raw.githubusercontent.com/DataXujing/boston_model/master/model/SVMR_model.m


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/README.md:
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1 | # 波士顿房价预测模型+GUI
2 | 
3 | 徐静
4 | 
5 | + 基于波士顿房价数据，训练了几个机器学习模型
6 | 
7 | + 训练好的模型结合Pyqt，做成app
8 | 
9 | + App的下载地址：链接: https://pan.baidu.com/s/1VOjnKXO_pSThG3z5cE1_dw 密码: jufa


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/my_pic.qrc:
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 1 | <RCC>
 2 |   <qresource prefix="my_pic">
 3 |     <file>pic/aboutme.png</file>
 4 |     <file>pic/aboutqt.png</file>
 5 |     <file>pic/close.png</file>
 6 |     <file>pic/connect.png</file>
 7 |     <file>pic/datadb.png</file>
 8 |     <file>pic/face.png</file>
 9 |     <file>pic/fwgh.png</file>
10 |     <file>pic/gh.png</file>
11 |     <file>pic/haha.png</file>
12 |     <file>pic/jdsj.png</file>
13 |     <file>pic/kh.png</file>
14 |     <file>pic/lajiao.png</file>
15 |     <file>pic/logo.png</file>
16 |     <file>pic/me1.png</file>
17 |     <file>pic/note.png</file>
18 |     <file>pic/open.png</file>
19 |     <file>pic/sc.png</file>
20 |     <file>pic/table.png</file>
21 |     <file>pic/xiaoche.png</file>
22 |     <file>pic/xj.png</file>
23 |   </qresource>
24 | </RCC>
25 | 


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/my_main_ui.spec:
--------------------------------------------------------------------------------
 1 | # -*- mode: python -*-
 2 | 
 3 | block_cipher = None
 4 | 
 5 | import sys
 6 | sys.setrecursionlimit(500000) # or more
 7 | 
 8 | 
 9 | def get_pandas_path():
10 |     import pandas
11 |     pandas_path = pandas.__path__[0]
12 |     return pandas_path
13 | 
14 | 
15 | 
16 | a = Analysis(['my_main_ui.py'],
17 |              pathex=['C:\\Users\\Administrator.USER-20170417DX\\Desktop\\ML+Pyqt\\code\\my_app'],
18 |              binaries=[('D:/Anaconda3/Lib/site-packages/pyzbar/libiconv-2.dll','.'),('D:/Anaconda3/Lib/site-packages/pyzbar/libzbar-32.dll','.')],
19 |              datas=[],
20 |              hiddenimports=['sklearn','sklearn.neighbors.typedefs','scipy._lib.messagestream','sklearn.neighbors.quad_tree','sklearn.tree._utils'],
21 |              hookspath=[],
22 |              runtime_hooks=[],
23 |              excludes=[],
24 |              win_no_prefer_redirects=False,
25 |              win_private_assemblies=False,
26 |              cipher=block_cipher)
27 | pyz = PYZ(a.pure, a.zipped_data,
28 |              cipher=block_cipher)
29 | 			 
30 | dict_tree = Tree(get_pandas_path(), prefix='pandas', excludes=["*.pyc"])
31 | a.datas += dict_tree
32 | a.binaries = filter(lambda x: 'pandas' not in x[0], a.binaries)
33 | 
34 | exe = EXE(pyz,
35 |           a.scripts,
36 |           exclude_binaries=True,
37 |           name='my_main_ui',
38 |           debug=False,
39 |           strip=False,
40 |           upx=True,
41 |           console=False,
42 | 		  icon='C:\\Users\\Administrator.USER-20170417DX\\Desktop\\ML+Pyqt\\code\\my_app\\icon.ico')
43 | coll = COLLECT(exe,
44 |                a.binaries,
45 |                a.zipfiles,
46 |                a.datas,
47 |                strip=False,
48 |                upx=True,
49 |                name='my_main_ui')
50 | 


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/my_boston.e4p:
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 1 | <?xml version="1.0" encoding="UTF-8"?>
 2 | <!DOCTYPE Project SYSTEM "Project-6.0.dtd">
 3 | <!-- eric project file for project my_boston -->
 4 | <!-- Saved: 2018-08-31, 15:38:50 -->
 5 | <!-- Copyright (C) 2018 XuJing, 274762204@qq.com -->
 6 | <Project version="6.0">
 7 |   <Language>en_US</Language>
 8 |   <Hash>b23f0bf0c5fcdd8c0c692cad3994734a773d24ec</Hash>
 9 |   <ProgLanguage mixed="0">Python3</ProgLanguage>
10 |   <ProjectType>PyQt5</ProjectType>
11 |   <Description>An app predict the price of Boston house.</Description>
12 |   <Version>0.1</Version>
13 |   <Author>XuJing</Author>
14 |   <Email>274762204@qq.com</Email>
15 |   <Eol index="0"/>
16 |   <Sources>
17 |     <Source>Ui_my_main_ui.py</Source>
18 |     <Source>__init__.py</Source>
19 |     <Source>my_main_ui.py</Source>
20 |     <Source>my_pic_rc.py</Source>
21 |   </Sources>
22 |   <Forms>
23 |     <Form>my_main_ui.ui</Form>
24 |   </Forms>
25 |   <Resources>
26 |     <Resource>my_pic.qrc</Resource>
27 |   </Resources>
28 |   <Vcs>
29 |     <VcsType>None</VcsType>
30 |   </Vcs>
31 |   <FiletypeAssociations>
32 |     <FiletypeAssociation pattern="*.e4p" type="OTHERS"/>
33 |     <FiletypeAssociation pattern="*.idl" type="INTERFACES"/>
34 |     <FiletypeAssociation pattern="*.md" type="OTHERS"/>
35 |     <FiletypeAssociation pattern="*.proto" type="PROTOCOLS"/>
36 |     <FiletypeAssociation pattern="*.py" type="SOURCES"/>
37 |     <FiletypeAssociation pattern="*.py3" type="SOURCES"/>
38 |     <FiletypeAssociation pattern="*.pyw" type="SOURCES"/>
39 |     <FiletypeAssociation pattern="*.pyw3" type="SOURCES"/>
40 |     <FiletypeAssociation pattern="*.qm" type="TRANSLATIONS"/>
41 |     <FiletypeAssociation pattern="*.qrc" type="RESOURCES"/>
42 |     <FiletypeAssociation pattern="*.rst" type="OTHERS"/>
43 |     <FiletypeAssociation pattern="*.ts" type="TRANSLATIONS"/>
44 |     <FiletypeAssociation pattern="*.txt" type="OTHERS"/>
45 |     <FiletypeAssociation pattern="*.ui" type="FORMS"/>
46 |     <FiletypeAssociation pattern="README" type="OTHERS"/>
47 |     <FiletypeAssociation pattern="README.*" type="OTHERS"/>
48 |   </FiletypeAssociations>
49 | </Project>
50 | 


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/model.py:
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 1 | # -*- coding:utf-8 -*-
 2 | 
 3 | # step0:加载必要的模型
 4 | import numpy as np
 5 | import pandas as pd
 6 | import matplotlib.pyplot as plt
 7 | 
 8 | import sklearn.datasets as datasets
 9 | from sklearn.linear_model import LinearRegression
10 | from sklearn.linear_model import Ridge
11 | from sklearn.linear_model import Lasso
12 | from sklearn.neighbors import KNeighborsRegressor
13 | from sklearn.tree import DecisionTreeRegressor
14 | from sklearn.svm import SVR
15 | from sklearn.model_selection import train_test_split
16 | from sklearn.externals import joblib
17 | 
18 | # step1:数据获取
19 | 
20 | boston = datasets.load_boston()
21 | train = boston.data
22 | target = boston.target
23 | 
24 | X_train,x_test,y_train,y_true = train_test_split(train,target,test_size=0.2)
25 | print(X_train,x_test)
26 | print(y_train,y_true)
27 | 
28 | # step2: 初始化model
29 | LR = LinearRegression()
30 | RR= Ridge()
31 | LLR = Lasso()
32 | KNNR = KNeighborsRegressor()
33 | DR = DecisionTreeRegressor()
34 | SVMR = SVR()
35 | 
36 | # step3: Train and save and predict Model
37 | # 这里省略了模型训练中评价和调参的过程
38 | # 假设这就是美国房产中介Leader要我训练的
39 | # 最终Model
40 | 
41 | LR.fit(X_train,y_train)
42 | RR.fit(X_train,y_train)
43 | LLR.fit(X_train,y_train)
44 | KNNR.fit(X_train,y_train)
45 | DR.fit(X_train,y_train)
46 | SVMR.fit(X_train,y_train)
47 | 
48 | 
49 | # 模型保存与持久化
50 | 
51 | joblib.dump(LR, "LR_model.m")
52 | joblib.dump(RR, "RR_model.m")
53 | joblib.dump(LLR, "LLR_model.m")
54 | joblib.dump(KNNR, "KNNR_model.m")
55 | joblib.dump(DR, "DR_model.m")
56 | joblib.dump(SVMR, "SVMR_model.m")
57 | 
58 | # 模型加载
59 | lr_m = joblib.load("LR_model.m")
60 | rr_m = joblib.load("RR_model.m")
61 | llr_m = joblib.load("LLR_model.m")
62 | knnr_m = joblib.load("KNNR_model.m")
63 | dr_m = joblib.load("DR_model.m")
64 | svmr_m = joblib.load("SVMR_model.m")
65 | 
66 | y_LR = lr_m.predict(x_test)
67 | y_RR = rr_m.predict(x_test)
68 | y_LLR = llr_m.predict(x_test)
69 | y_KNNR = knnr_m.predict(x_test)
70 | y_DR = dr_m.predict(x_test)
71 | y_SVMR = svmr_m.predict(x_test)
72 | 
73 | 
74 | model_pre = pd.DataFrame({'LinearRegression()':list(y_LR),'Ridge()':list(y_RR),'Lasso()':list(y_LLR),
75 | 	'KNeighborsRegressor()':list(y_KNNR),'DecisionTreeRegressor()':list(y_DR),
76 | 	'SVR()':list(y_SVMR)})
77 | 
78 | # Plot
79 | 
80 | def model_plot(y_true,model_pre):
81 | 	'''
82 | 	y_true:真实的label
83 | 	model_pre: 预测的数据(数据框)
84 | 	'''
85 | 	cols = model_pre.columns
86 | 	plt.style.use("ggplot")
87 | 	plt.figure(figsize=(24,24))
88 | 	plt.rcParams['font.sans-serif'] = ['FangSong'] 
89 | 	plt.rcParams['axes.unicode_minus'] = False 
90 | 	for i in range(6):
91 | 		plt.subplot(2,3,i+1)
92 | 		plt.scatter(x=range(len(y_true)),y=y_true,label='true')
93 | 		plt.scatter(x=range(len(model_pre[cols[i]])),y=model_pre[cols[i]],label=cols[i])
94 | 		plt.title(str(cols[i])+':真实Label Vs 预测Label')
95 | 		plt.legend()
96 | 
97 | 	plt.savefig("plot/model_plot.png")
98 | 
99 | model_plot(y_true, model_pre)


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/my_main_ui.py:
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  1 | # -*- coding: utf-8 -*-
  2 | 
  3 | """
  4 | Module implementing MainWindow.
  5 | """
  6 | 
  7 | from PyQt5.QtCore import pyqtSlot
  8 | from PyQt5.QtWidgets import QMainWindow
  9 | 
 10 | from Ui_my_main_ui import Ui_MainWindow
 11 | 
 12 | from PyQt5.QtCore import *
 13 | from PyQt5.QtWidgets import  *
 14 | from PyQt5 import *
 15 | import pandas as pd
 16 | import numpy as np
 17 | 
 18 | import matplotlib.pyplot as plt
 19 | 
 20 | import sklearn.datasets as datasets
 21 | from sklearn.linear_model import LinearRegression
 22 | from sklearn.linear_model import Ridge
 23 | from sklearn.linear_model import Lasso
 24 | from sklearn.neighbors import KNeighborsRegressor
 25 | from sklearn.tree import DecisionTreeRegressor
 26 | from sklearn.svm import SVR
 27 | from sklearn.model_selection import train_test_split
 28 | from sklearn.externals import joblib
 29 | 
 30 | 
 31 | 
 32 | class MainWindow(QMainWindow, Ui_MainWindow):
 33 |     """
 34 |     Class documentation goes here.
 35 |     """
 36 |     def __init__(self, parent=None):
 37 |         """
 38 |         Constructor
 39 |         
 40 |         @param parent reference to the parent widget
 41 |         @type QWidget
 42 |         """
 43 |         super(MainWindow, self).__init__(parent)
 44 |         self.setupUi(self)
 45 |         
 46 |     def model_plot(self, y_true,model_pre):
 47 |         '''
 48 |         y_true:真实的label
 49 |         model_pre: 预测的数据(数据框)
 50 |         '''
 51 |         cols = model_pre.columns
 52 |         plt.style.use("ggplot")
 53 |         plt.figure(figsize=(24,24))
 54 |         plt.rcParams['font.sans-serif'] = ['FangSong'] 
 55 |         plt.rcParams['axes.unicode_minus'] = False 
 56 |         for i in range(6):
 57 |             plt.subplot(2,3,i+1)
 58 |             plt.scatter(x=range(len(y_true)),y=y_true,label='true')
 59 |             plt.scatter(x=range(len(model_pre[cols[i]])),y=model_pre[cols[i]],label=cols[i])
 60 |             plt.title(str(cols[i])+':真实Label Vs 预测Label')
 61 |             plt.legend()
 62 |     
 63 |         plt.savefig("model_plot.png")
 64 |     
 65 |     @pyqtSlot()
 66 |     def on_pushButton_clicked(self):
 67 |         """
 68 |         Slot documentation goes here.
 69 |         """
 70 |         # TODO: not implemented yet
 71 |         print("加载数据")
 72 |         
 73 |         boston = datasets.load_boston()
 74 |         train = boston.data
 75 |         target = boston.target
 76 |         
 77 |         self.X_train,self.x_test,self.y_train,self.y_true = train_test_split(train,target,test_size=0.2)
 78 |     
 79 |     @pyqtSlot()
 80 |     def on_pushButton_2_clicked(self):
 81 |         """
 82 |         Slot documentation goes here.
 83 |         """
 84 |         # TODO: not implemented yet
 85 |         print("模型预测")
 86 |         
 87 |         # 模型加载
 88 |         lr_m = joblib.load("model/LR_model.m")
 89 |         rr_m = joblib.load("model/RR_model.m")
 90 |         llr_m = joblib.load("model/LLR_model.m")
 91 |         knnr_m = joblib.load("model/KNNR_model.m")
 92 |         dr_m = joblib.load("model/DR_model.m")
 93 |         svmr_m = joblib.load("model/SVMR_model.m")
 94 |         
 95 |         try:
 96 |             y_LR = lr_m.predict(self.x_test)
 97 |             y_RR = rr_m.predict(self.x_test)
 98 |             y_LLR = llr_m.predict(self.x_test)
 99 |             y_KNNR = knnr_m.predict(self.x_test)
100 |             y_DR = dr_m.predict(self.x_test)
101 |             y_SVMR = svmr_m.predict(self.x_test)
102 |             
103 |             
104 |             model_pre = pd.DataFrame({'LinearRegression()':list(y_LR),'Ridge()':list(y_RR),'Lasso()':list(y_LLR), \
105 |             'KNeighborsRegressor()':list(y_KNNR),'DecisionTreeRegressor()':list(y_DR),'SVR()':list(y_SVMR)})
106 |             
107 |             self.model_plot(self.y_true, model_pre)
108 |             self.graphicsView.setStyleSheet("border-image: url(model_plot.png);")
109 | 
110 |             
111 |         except:
112 |             my_button_w3=QMessageBox.warning(self,"严重警告", '请务必先加载数据然后再点击模型预测！！！', QMessageBox.Ok|QMessageBox.Cancel,  QMessageBox.Ok)  
113 |             
114 | 
115 |     
116 |     @pyqtSlot()
117 |     def on_action_triggered(self):
118 |         """
119 |         Slot documentation goes here.
120 |         """
121 |         # TODO: not implemented yet
122 |         print('打开')
123 |         my_button_open = QMessageBox.about(self, '打开', '点击我打开某些文件')
124 |     
125 |     @pyqtSlot()
126 |     def on_action_2_triggered(self):
127 |         """
128 |         Slot documentation goes here.
129 |         """
130 |         # TODO: not implemented yet
131 |         print('关闭')
132 |         sys.exit(0)
133 |     
134 |     @pyqtSlot()
135 |     def on_action_3_triggered(self):
136 |         """
137 |         Slot documentation goes here.
138 |         """
139 |         # TODO: not implemented yet
140 |         print('联系我们')
141 |         my_button_con_me = QMessageBox.about(self, '联系我们', '这个位置放的是联系我们的介绍')
142 |     
143 |     @pyqtSlot()
144 |     def on_action_4_triggered(self):
145 |         """
146 |         Slot documentation goes here.
147 |         """
148 |         # TODO: not implemented yet
149 |         print('关于我们')
150 |         my_button_about_me = QMessageBox.about(self, '关于我们', '这个位置放的是关于我们的介绍')
151 |         
152 |     
153 |     @pyqtSlot()
154 |     def on_action_QT_triggered(self):
155 |         """
156 |         Slot documentation goes here.
157 |         """
158 |         # TODO: not implemented yet
159 |         print('关于qt')
160 |         my_button_about_QT = QMessageBox.aboutQt(self, '关于QT')
161 |         
162 | 
163 | 
164 | if __name__ == "__main__":
165 |     import sys
166 |     app = QtWidgets.QApplication(sys.argv)
167 |     splash = QSplashScreen(QtGui.QPixmap(':/my_pic/pic/face.png'))
168 |     splash.show()
169 |     QThread.sleep(0.5)
170 |     splash.showMessage('正在加载机器学习算法...' )
171 |     QThread.sleep(1)
172 |     splash.showMessage('正在初始化程序...')
173 |     QThread.sleep(0.5)
174 |     #splash.show()
175 |     app. processEvents()
176 |     ui =MainWindow()
177 |     # ui.setDaemon(True`)
178 |     # ui.start()
179 |     ui.show()
180 |     splash.finish(ui)
181 |     sys.exit(app.exec_())
182 |     
183 | 


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/my_main_ui.ui:
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  1 | <?xml version="1.0" encoding="UTF-8"?>
  2 | <ui version="4.0">
  3 |  <class>MainWindow</class>
  4 |  <widget class="QMainWindow" name="MainWindow">
  5 |   <property name="geometry">
  6 |    <rect>
  7 |     <x>0</x>
  8 |     <y>0</y>
  9 |     <width>930</width>
 10 |     <height>600</height>
 11 |    </rect>
 12 |   </property>
 13 |   <property name="windowTitle">
 14 |    <string>波士顿房价预测系统 v1.0</string>
 15 |   </property>
 16 |   <property name="windowIcon">
 17 |    <iconset resource="my_pic.qrc">
 18 |     <normaloff>:/my_pic/pic/kh.png</normaloff>:/my_pic/pic/kh.png</iconset>
 19 |   </property>
 20 |   <widget class="QWidget" name="centralWidget">
 21 |    <widget class="QGroupBox" name="groupBox">
 22 |     <property name="geometry">
 23 |      <rect>
 24 |       <x>20</x>
 25 |       <y>20</y>
 26 |       <width>191</width>
 27 |       <height>161</height>
 28 |      </rect>
 29 |     </property>
 30 |     <property name="title">
 31 |      <string>房价预测操作</string>
 32 |     </property>
 33 |     <widget class="QPushButton" name="pushButton">
 34 |      <property name="geometry">
 35 |       <rect>
 36 |        <x>20</x>
 37 |        <y>30</y>
 38 |        <width>151</width>
 39 |        <height>31</height>
 40 |       </rect>
 41 |      </property>
 42 |      <property name="text">
 43 |       <string>加载数据源</string>
 44 |      </property>
 45 |      <property name="icon">
 46 |       <iconset resource="my_pic.qrc">
 47 |        <normaloff>:/my_pic/pic/lajiao.png</normaloff>:/my_pic/pic/lajiao.png</iconset>
 48 |      </property>
 49 |     </widget>
 50 |     <widget class="QPushButton" name="pushButton_2">
 51 |      <property name="geometry">
 52 |       <rect>
 53 |        <x>20</x>
 54 |        <y>90</y>
 55 |        <width>151</width>
 56 |        <height>31</height>
 57 |       </rect>
 58 |      </property>
 59 |      <property name="text">
 60 |       <string>模型预测房价</string>
 61 |      </property>
 62 |      <property name="icon">
 63 |       <iconset resource="my_pic.qrc">
 64 |        <normaloff>:/my_pic/pic/xiaoche.png</normaloff>:/my_pic/pic/xiaoche.png</iconset>
 65 |      </property>
 66 |     </widget>
 67 |    </widget>
 68 |    <widget class="QGroupBox" name="groupBox_2">
 69 |     <property name="geometry">
 70 |      <rect>
 71 |       <x>240</x>
 72 |       <y>20</y>
 73 |       <width>671</width>
 74 |       <height>521</height>
 75 |      </rect>
 76 |     </property>
 77 |     <property name="title">
 78 |      <string>模型预测结果</string>
 79 |     </property>
 80 |     <widget class="QGraphicsView" name="graphicsView">
 81 |      <property name="geometry">
 82 |       <rect>
 83 |        <x>10</x>
 84 |        <y>20</y>
 85 |        <width>651</width>
 86 |        <height>491</height>
 87 |       </rect>
 88 |      </property>
 89 |      <property name="autoFillBackground">
 90 |       <bool>false</bool>
 91 |      </property>
 92 |      <property name="styleSheet">
 93 |       <string notr="true">background-image: url(:/my_pic/pic/face.png);</string>
 94 |      </property>
 95 |     </widget>
 96 |    </widget>
 97 |    <widget class="Line" name="line">
 98 |     <property name="geometry">
 99 |      <rect>
100 |       <x>213</x>
101 |       <y>20</y>
102 |       <width>20</width>
103 |       <height>521</height>
104 |      </rect>
105 |     </property>
106 |     <property name="orientation">
107 |      <enum>Qt::Vertical</enum>
108 |     </property>
109 |    </widget>
110 |    <widget class="QCalendarWidget" name="calendarWidget">
111 |     <property name="geometry">
112 |      <rect>
113 |       <x>20</x>
114 |       <y>260</y>
115 |       <width>201</width>
116 |       <height>271</height>
117 |      </rect>
118 |     </property>
119 |    </widget>
120 |   </widget>
121 |   <widget class="QMenuBar" name="menuBar">
122 |    <property name="geometry">
123 |     <rect>
124 |      <x>0</x>
125 |      <y>0</y>
126 |      <width>930</width>
127 |      <height>23</height>
128 |     </rect>
129 |    </property>
130 |    <widget class="QMenu" name="menu">
131 |     <property name="title">
132 |      <string>文件</string>
133 |     </property>
134 |     <addaction name="action"/>
135 |     <addaction name="action_2"/>
136 |    </widget>
137 |    <widget class="QMenu" name="menu_2">
138 |     <property name="title">
139 |      <string>帮助</string>
140 |     </property>
141 |     <addaction name="action_3"/>
142 |    </widget>
143 |    <widget class="QMenu" name="menu_3">
144 |     <property name="title">
145 |      <string>关于</string>
146 |     </property>
147 |     <addaction name="action_4"/>
148 |     <addaction name="action_QT"/>
149 |    </widget>
150 |    <addaction name="menu"/>
151 |    <addaction name="menu_2"/>
152 |    <addaction name="menu_3"/>
153 |   </widget>
154 |   <action name="action">
155 |    <property name="icon">
156 |     <iconset resource="my_pic.qrc">
157 |      <normaloff>:/my_pic/pic/open.png</normaloff>:/my_pic/pic/open.png</iconset>
158 |    </property>
159 |    <property name="text">
160 |     <string>打开</string>
161 |    </property>
162 |   </action>
163 |   <action name="action_2">
164 |    <property name="icon">
165 |     <iconset resource="my_pic.qrc">
166 |      <normaloff>:/my_pic/pic/close.png</normaloff>:/my_pic/pic/close.png</iconset>
167 |    </property>
168 |    <property name="text">
169 |     <string>关闭</string>
170 |    </property>
171 |   </action>
172 |   <action name="action_3">
173 |    <property name="icon">
174 |     <iconset resource="my_pic.qrc">
175 |      <normaloff>:/my_pic/pic/connect.png</normaloff>:/my_pic/pic/connect.png</iconset>
176 |    </property>
177 |    <property name="text">
178 |     <string>联系我们</string>
179 |    </property>
180 |   </action>
181 |   <action name="action_4">
182 |    <property name="icon">
183 |     <iconset resource="my_pic.qrc">
184 |      <normaloff>:/my_pic/pic/aboutme.png</normaloff>:/my_pic/pic/aboutme.png</iconset>
185 |    </property>
186 |    <property name="text">
187 |     <string>关于我们</string>
188 |    </property>
189 |   </action>
190 |   <action name="action_QT">
191 |    <property name="icon">
192 |     <iconset resource="my_pic.qrc">
193 |      <normaloff>:/my_pic/pic/aboutqt.png</normaloff>:/my_pic/pic/aboutqt.png</iconset>
194 |    </property>
195 |    <property name="text">
196 |     <string>关于QT</string>
197 |    </property>
198 |   </action>
199 |  </widget>
200 |  <resources>
201 |   <include location="my_pic.qrc"/>
202 |  </resources>
203 |  <connections/>
204 | </ui>
205 | 


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/Ui_my_main_ui.py:
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  1 | # -*- coding: utf-8 -*-
  2 | 
  3 | # Form implementation generated from reading ui file 'C:\Users\Administrator.USER-20170417DX\Desktop\ML+Pyqt\code\my_app\my_main_ui.ui'
  4 | #
  5 | # Created by: PyQt5 UI code generator 5.10
  6 | #
  7 | # WARNING! All changes made in this file will be lost!
  8 | 
  9 | from PyQt5 import QtCore, QtGui, QtWidgets
 10 | 
 11 | class Ui_MainWindow(object):
 12 |     def setupUi(self, MainWindow):
 13 |         MainWindow.setObjectName("MainWindow")
 14 |         MainWindow.resize(930, 600)
 15 |         icon = QtGui.QIcon()
 16 |         icon.addPixmap(QtGui.QPixmap(":/my_pic/pic/kh.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
 17 |         MainWindow.setWindowIcon(icon)
 18 |         self.centralWidget = QtWidgets.QWidget(MainWindow)
 19 |         self.centralWidget.setObjectName("centralWidget")
 20 |         self.groupBox = QtWidgets.QGroupBox(self.centralWidget)
 21 |         self.groupBox.setGeometry(QtCore.QRect(20, 20, 191, 161))
 22 |         self.groupBox.setObjectName("groupBox")
 23 |         self.pushButton = QtWidgets.QPushButton(self.groupBox)
 24 |         self.pushButton.setGeometry(QtCore.QRect(20, 30, 151, 31))
 25 |         self.pushButton.setFixedHeight(40)  
 26 |         self.pushButton.setStyleSheet("QPushButton{color:white;background:LimeGreen;border-radius:20px;border:3px solid black;}")
 27 |         icon1 = QtGui.QIcon()
 28 |         icon1.addPixmap(QtGui.QPixmap(":/my_pic/pic/lajiao.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
 29 |         self.pushButton.setIcon(icon1)
 30 |         self.pushButton.setObjectName("pushButton")
 31 |         self.pushButton_2 = QtWidgets.QPushButton(self.groupBox)
 32 |         self.pushButton_2.setGeometry(QtCore.QRect(20, 90, 151, 31))
 33 |         self.pushButton_2.setFixedHeight(40)  
 34 |         self.pushButton_2.setStyleSheet("QPushButton{color:white;background:Orange;border-radius:20px;border:3px solid black;}") 
 35 |         icon2 = QtGui.QIcon()
 36 |         icon2.addPixmap(QtGui.QPixmap(":/my_pic/pic/xiaoche.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
 37 |         self.pushButton_2.setIcon(icon2)
 38 |         self.pushButton_2.setObjectName("pushButton_2")
 39 |         self.groupBox_2 = QtWidgets.QGroupBox(self.centralWidget)
 40 |         self.groupBox_2.setGeometry(QtCore.QRect(240, 20, 671, 521))
 41 |         self.groupBox_2.setObjectName("groupBox_2")
 42 |         self.graphicsView = QtWidgets.QGraphicsView(self.groupBox_2)
 43 |         self.graphicsView.setGeometry(QtCore.QRect(10, 20, 651, 491))
 44 |         self.graphicsView.setStyleSheet("background-image: url(:/my_pic/pic/face.png);")
 45 |         self.graphicsView.setObjectName("graphicsView")
 46 |         self.line = QtWidgets.QFrame(self.centralWidget)
 47 |         self.line.setGeometry(QtCore.QRect(213, 20, 20, 521))
 48 |         self.line.setFrameShape(QtWidgets.QFrame.VLine)
 49 |         self.line.setFrameShadow(QtWidgets.QFrame.Sunken)
 50 |         self.line.setObjectName("line")
 51 |         self.calendarWidget = QtWidgets.QCalendarWidget(self.centralWidget)
 52 |         self.calendarWidget.setGeometry(QtCore.QRect(20, 260, 201, 271))
 53 |         self.calendarWidget.setObjectName("calendarWidget")
 54 |         MainWindow.setCentralWidget(self.centralWidget)
 55 |         self.menuBar = QtWidgets.QMenuBar(MainWindow)
 56 |         self.menuBar.setGeometry(QtCore.QRect(0, 0, 930, 23))
 57 |         self.menuBar.setObjectName("menuBar")
 58 |         self.menu = QtWidgets.QMenu(self.menuBar)
 59 |         self.menu.setObjectName("menu")
 60 |         self.menu_2 = QtWidgets.QMenu(self.menuBar)
 61 |         self.menu_2.setObjectName("menu_2")
 62 |         self.menu_3 = QtWidgets.QMenu(self.menuBar)
 63 |         self.menu_3.setObjectName("menu_3")
 64 |         MainWindow.setMenuBar(self.menuBar)
 65 |         self.action = QtWidgets.QAction(MainWindow)
 66 |         icon3 = QtGui.QIcon()
 67 |         icon3.addPixmap(QtGui.QPixmap(":/my_pic/pic/open.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
 68 |         self.action.setIcon(icon3)
 69 |         self.action.setObjectName("action")
 70 |         self.action_2 = QtWidgets.QAction(MainWindow)
 71 |         icon4 = QtGui.QIcon()
 72 |         icon4.addPixmap(QtGui.QPixmap(":/my_pic/pic/close.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
 73 |         self.action_2.setIcon(icon4)
 74 |         self.action_2.setObjectName("action_2")
 75 |         self.action_3 = QtWidgets.QAction(MainWindow)
 76 |         icon5 = QtGui.QIcon()
 77 |         icon5.addPixmap(QtGui.QPixmap(":/my_pic/pic/connect.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
 78 |         self.action_3.setIcon(icon5)
 79 |         self.action_3.setObjectName("action_3")
 80 |         self.action_4 = QtWidgets.QAction(MainWindow)
 81 |         icon6 = QtGui.QIcon()
 82 |         icon6.addPixmap(QtGui.QPixmap(":/my_pic/pic/aboutme.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
 83 |         self.action_4.setIcon(icon6)
 84 |         self.action_4.setObjectName("action_4")
 85 |         self.action_QT = QtWidgets.QAction(MainWindow)
 86 |         icon7 = QtGui.QIcon()
 87 |         icon7.addPixmap(QtGui.QPixmap(":/my_pic/pic/aboutqt.png"), QtGui.QIcon.Normal, QtGui.QIcon.Off)
 88 |         self.action_QT.setIcon(icon7)
 89 |         self.action_QT.setObjectName("action_QT")
 90 |         self.menu.addAction(self.action)
 91 |         self.menu.addAction(self.action_2)
 92 |         self.menu_2.addAction(self.action_3)
 93 |         self.menu_3.addAction(self.action_4)
 94 |         self.menu_3.addAction(self.action_QT)
 95 |         self.menuBar.addAction(self.menu.menuAction())
 96 |         self.menuBar.addAction(self.menu_2.menuAction())
 97 |         self.menuBar.addAction(self.menu_3.menuAction())
 98 | 
 99 |         self.retranslateUi(MainWindow)
100 |         QtCore.QMetaObject.connectSlotsByName(MainWindow)
101 | 
102 |     def retranslateUi(self, MainWindow):
103 |         _translate = QtCore.QCoreApplication.translate
104 |         MainWindow.setWindowTitle(_translate("MainWindow", "波士顿房价预测系统 v1.0"))
105 |         self.groupBox.setTitle(_translate("MainWindow", "房价预测操作"))
106 |         self.pushButton.setText(_translate("MainWindow", "加载数据源"))
107 |         self.pushButton_2.setText(_translate("MainWindow", "模型预测房价"))
108 |         self.groupBox_2.setTitle(_translate("MainWindow", "模型预测结果"))
109 |         self.menu.setTitle(_translate("MainWindow", "文件"))
110 |         self.menu_2.setTitle(_translate("MainWindow", "帮助"))
111 |         self.menu_3.setTitle(_translate("MainWindow", "关于"))
112 |         self.action.setText(_translate("MainWindow", "打开"))
113 |         self.action_2.setText(_translate("MainWindow", "关闭"))
114 |         self.action_3.setText(_translate("MainWindow", "联系我们"))
115 |         self.action_4.setText(_translate("MainWindow", "关于我们"))
116 |         self.action_QT.setText(_translate("MainWindow", "关于QT"))
117 | 
118 | import my_pic_rc
119 | 
120 | if __name__ == "__main__":
121 |     import sys
122 |     app = QtWidgets.QApplication(sys.argv)
123 |     MainWindow = QtWidgets.QMainWindow()
124 |     ui = Ui_MainWindow()
125 |     ui.setupUi(MainWindow)
126 |     MainWindow.show()
127 |     sys.exit(app.exec_())
128 | 
129 | 


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