From 2d567c13937dba0ed9b0fa74eac71b6b73e3e67d Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E5=88=98=E6=99=93=E6=A2=A620211106121?=
 <14647666+coconyc@user.noreply.gitee.com>
Date: Fri, 5 Jul 2024 21:13:03 +0800
Subject: [PATCH] =?UTF-8?q?=E8=BD=AF=E8=BD=AF=E5=B7=A52101=E5=88=98?=
 =?UTF-8?q?=E6=99=93=E6=A2=A6?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 pythonProject3/.idea/.gitignore               |   8 ++
 .../inspectionProfiles/profiles_settings.xml  |   6 +
 pythonProject3/.idea/misc.xml                 |   7 ++
 pythonProject3/.idea/modules.xml              |   8 ++
 pythonProject3/.idea/pythonProject3.iml       |  10 ++
 .../__pycache__/datas.cpython-312.pyc         | Bin 0 -> 784 bytes
 pythonProject3/datas.py                       | 111 ++++++++++++++++++
 pythonProject3/predict.py                     |  27 +++++
 8 files changed, 177 insertions(+)
 create mode 100644 pythonProject3/.idea/.gitignore
 create mode 100644 pythonProject3/.idea/inspectionProfiles/profiles_settings.xml
 create mode 100644 pythonProject3/.idea/misc.xml
 create mode 100644 pythonProject3/.idea/modules.xml
 create mode 100644 pythonProject3/.idea/pythonProject3.iml
 create mode 100644 pythonProject3/__pycache__/datas.cpython-312.pyc
 create mode 100644 pythonProject3/datas.py
 create mode 100644 pythonProject3/predict.py

diff --git a/pythonProject3/.idea/.gitignore b/pythonProject3/.idea/.gitignore
new file mode 100644
index 0000000..13566b8
--- /dev/null
+++ b/pythonProject3/.idea/.gitignore
@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml
diff --git a/pythonProject3/.idea/inspectionProfiles/profiles_settings.xml b/pythonProject3/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 0000000..105ce2d
--- /dev/null
+++ b/pythonProject3/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file
diff --git a/pythonProject3/.idea/misc.xml b/pythonProject3/.idea/misc.xml
new file mode 100644
index 0000000..2a08db1
--- /dev/null
+++ b/pythonProject3/.idea/misc.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="Black">
+    <option name="sdkName" value="Python 3.12 (pythonProject3)" />
+  </component>
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.12 (pythonProject3)" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file
diff --git a/pythonProject3/.idea/modules.xml b/pythonProject3/.idea/modules.xml
new file mode 100644
index 0000000..1fb3c8b
--- /dev/null
+++ b/pythonProject3/.idea/modules.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/pythonProject3.iml" filepath="$PROJECT_DIR$/.idea/pythonProject3.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
diff --git a/pythonProject3/.idea/pythonProject3.iml b/pythonProject3/.idea/pythonProject3.iml
new file mode 100644
index 0000000..2c80e12
--- /dev/null
+++ b/pythonProject3/.idea/pythonProject3.iml
@@ -0,0 +1,10 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$">
+      <excludeFolder url="file://$MODULE_DIR$/.venv" />
+    </content>
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
\ No newline at end of file
diff --git a/pythonProject3/__pycache__/datas.cpython-312.pyc b/pythonProject3/__pycache__/datas.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..2442da092d9841da64a393fe5fdc46ffa4ea953c
GIT binary patch
literal 784
zcma))J4?e*7>2(jJxSV{Hi@<9;BAs36mOG=2s(;(mM)<u+DdCm5{HbsxQOT=ItYTe
zsNnAq`~xAli9)xOZcctDMp0|Q6L@)_^X9t*@~9{&z%zP(uz5!So*8@|JvN;OG-p78
za+Ie6J_$-L#F*KQ_>F((|7VHHG>H><nu_{KG#zta%u39eFJ^D^G#j%T5l=sJRxjXP
zwC`5m26$RQ-xcw5UXD*+ul8CLZHs5Zq12W}0SaP}sMK69NEo(h1jM$ih7*WRrD|FA
zfH<yKHv`hNYZbHhGy?F^?)vuS=(4rXIti?kI)Uzhx%wEoL*~xMQC5c$PY~A%TtKMd
z8qN)Lkl}4|WxibUmaB%{7@L`znJZ2g=gLjbty()J+uAlO?rb?KC^o$}d7)v^-MYDG
z=dhM-@64ly0>^Qo46^F0{l2FAdZgMwTakzu=0F?j3S<oOpbq+S+E1qZRHR9zt;mG`
z2(r4bYOEWonqxta3JEKs8QrbKa1fH(&lwrqisM7QE5P9_$n^^He+D>Qg-rhE45ghG
SG05}^)`cBT=J$xre)o4}c+CX>

literal 0
HcmV?d00001

diff --git a/pythonProject3/datas.py b/pythonProject3/datas.py
new file mode 100644
index 0000000..fe5cc9f
--- /dev/null
+++ b/pythonProject3/datas.py
@@ -0,0 +1,111 @@
+datas= [
+#模拟吕梁第一类房屋
+    {
+"city":"吕梁",
+        "area": 100,
+        "rooms": 2,
+        "school": 1,
+        "style": 1,
+        "price": 8000
+    },
+
+    {
+        "city": "吕梁",
+        "area": 100,
+        "rooms": 2,
+        "school": 2,
+        "style": 1,
+        "price": 7900
+
+    },
+
+    {
+        "city":"吕梁",
+"area": 100,
+"rooms": 2,
+"school": 1,
+"style": 1,
+"price": 8000
+
+},
+#第二类
+    {
+        "city":"吕梁",
+        "area":100,
+        "rooms":2,
+        "school":1,
+        "style":1,
+        "price":8000
+
+    },
+
+    {
+        "city":"吕梁",
+"area": 100,
+"rooms": 2,
+"school": 1,
+"style": 1,
+"price": 8000
+},
+
+    {
+        "city": "吕梁",
+"area": 100,
+"rooms": 2,
+"school": 1,
+"style": 1,
+"price": 8000
+
+    },
+
+#太原第一类
+{
+"city": "太原",
+"area": 130,
+"rooms": 3,
+"school": 2,
+"style": 2,
+"price": 10000
+},
+{
+"city": "太原",
+"area": 135,
+"rooms": 3,
+"school": 2,
+"style": 2,
+"price": 8300
+},
+
+{
+"city": "太原",
+"area": 140,
+"rooms": 3,
+"school": 2,
+"style": 2,
+"price": 8600
+},
+
+#太原第二类
+    {
+"city": "太原",
+"area": 140,
+"rooms": 2,
+"school": 2,
+"style": 2,
+"price": 7500
+},
+    {"city": "太原",
+"area": 145,
+"rooms": 2,
+"school": 2,
+"style": 2,
+"price": 8600
+},
+    {"city": "太原",
+"area": 135,
+"rooms": 3,
+"school": 1,
+"style": 2,
+"price": 8000
+},
+]
\ No newline at end of file
diff --git a/pythonProject3/predict.py b/pythonProject3/predict.py
new file mode 100644
index 0000000..a88b6a6
--- /dev/null
+++ b/pythonProject3/predict.py
@@ -0,0 +1,27 @@
+import numpy as np
+from datas import datas
+X=[]
+Y=[]
+cityMark={"吕梁":1,"太原":2}
+for item in datas:
+    single=[]
+    # 城市
+    single.append(cityMark[item["city"]])
+    # 面积
+    single.append(item["area"])
+    # 房间数
+    single.append(item["rooms"])
+    #学区房
+    single.append(item["school"])
+#装修风格
+single.append(item["style"])
+
+X.append(single)
+Y.append(item["price"])
+
+X=np.array(X)
+Y=np.array(Y)
+
+theta=np.linalg.pinv(X.T.dot(X)).dot(X.T).dot(Y)
+
+print(theta.dot(np.array([2,100,2,1,1])))
\ No newline at end of file
-- 
Gitee