From 69d79f6cd51b9449ba45748e613043df098b4ca7 Mon Sep 17 00:00:00 2001
From: liuy <3454986494@qq.com>
Date: Fri, 5 Jul 2024 18:38:40 +0800
Subject: [PATCH 1/2] =?UTF-8?q?=E5=88=98=E6=B4=8B=E7=9A=84=E4=BD=9C?=
 =?UTF-8?q?=E4=B8=9A?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 soft/datas.py   | 32 ++++++++++++++++++++++++++++++++
 soft/predict.py | 25 +++++++++++++++++++++++++
 2 files changed, 57 insertions(+)
 create mode 100644 soft/datas.py
 create mode 100644 soft/predict.py

diff --git a/soft/datas.py b/soft/datas.py
new file mode 100644
index 0000000..ea305fa
--- /dev/null
+++ b/soft/datas.py
@@ -0,0 +1,32 @@
+datas={
+    "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":"太原",
+    "area":"100",
+    "rooms":"2",
+    "school":"1",
+    "style":"1",
+    "price":8000,
+}
+{
+    "city":"吕梁",
+    "area":"200",
+    "rooms":"2",
+    "school":"1",
+    "style":"0",
+    "price":9000,
+}
\ No newline at end of file
diff --git a/soft/predict.py b/soft/predict.py
new file mode 100644
index 0000000..27861f6
--- /dev/null
+++ b/soft/predict.py
@@ -0,0 +1,25 @@
+import numpy as np
+from datas import datas
+X=[]
+Y=[]
+cityMark={"吕梁":1, "太原":2}
+for item in datas:
+    single=[]
+    single.append(cityMark[item["city"]])
+
+    single.append(item["area"])
+    single.append(item["rooms"])
+    single.append(item["school"])
+    single.append(item["style"])
+
+    X.append(single)
+    Y.append(item["price"])
+
+x=np.array(X)
+y=np.array(Y)
+print(X)
+print(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


From 46f78d3f7f5c0b5cba5b3162666a0a3f17bc0105 Mon Sep 17 00:00:00 2001
From: liuy <3454986494@qq.com>
Date: Fri, 5 Jul 2024 18:53:29 +0800
Subject: [PATCH 2/2] =?UTF-8?q?=E5=88=98=E6=B4=8B=E7=9A=84=E4=BD=9C?=
 =?UTF-8?q?=E4=B8=9A?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 soft/__pycache__/datas.cpython-312.pyc | Bin 0 -> 410 bytes
 soft/datas.py                          |  15 ++++++++------
 soft/predict.py                        |  26 ++++++++++++++-----------
 3 files changed, 24 insertions(+), 17 deletions(-)
 create mode 100644 soft/__pycache__/datas.cpython-312.pyc

diff --git a/soft/__pycache__/datas.cpython-312.pyc b/soft/__pycache__/datas.cpython-312.pyc
new file mode 100644
index 0000000000000000000000000000000000000000..e5c6abc359d463a06693595ba94a97eb94fda38a
GIT binary patch
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diff --git a/soft/datas.py b/soft/datas.py
index ea305fa..7f8fcc5 100644
--- a/soft/datas.py
+++ b/soft/datas.py
@@ -1,11 +1,13 @@
-datas={
+datas=[
+
+{
     "city":"吕梁",
     "area":"100",
     "rooms":"2",
     "school":"1",
     "style":"1",
     "price":8000,
-}
+},
 {
     "city":"吕梁",
     "area":"100",
@@ -13,7 +15,7 @@ datas={
     "school":"1",
     "style":"1",
     "price":8000,
-}
+},
 {
     "city":"太原",
     "area":"100",
@@ -21,12 +23,13 @@ datas={
     "school":"1",
     "style":"1",
     "price":8000,
-}
+},
 {
-    "city":"吕梁",
+    "city":"太原",
     "area":"200",
     "rooms":"2",
     "school":"1",
     "style":"0",
     "price":9000,
-}
\ No newline at end of file
+}
+    ]
\ No newline at end of file
diff --git a/soft/predict.py b/soft/predict.py
index 27861f6..ce59959 100644
--- a/soft/predict.py
+++ b/soft/predict.py
@@ -1,12 +1,15 @@
 import numpy as np
 from datas import datas
-X=[]
-Y=[]
-cityMark={"吕梁":1, "太原":2}
+
+X = []
+Y = []
+
+
+cityMark = {"吕梁": 1, "太原": 2}
+
 for item in datas:
-    single=[]
+    single = []
     single.append(cityMark[item["city"]])
-
     single.append(item["area"])
     single.append(item["rooms"])
     single.append(item["school"])
@@ -15,11 +18,12 @@ for item in datas:
     X.append(single)
     Y.append(item["price"])
 
-x=np.array(X)
-y=np.array(Y)
+X = np.array(X, dtype=float)
+Y = np.array(Y, dtype=float)
 print(X)
-print(y)
-
-theta=np.linalg.pinv(X.T.dot(X)).dot(X.T).dot(Y)
+print(Y)
+theta = np.linalg.pinv(X.T.dot(X)).dot(X.T).dot(Y)
+print(theta)
 
-print(theta.dot(np.array[2,100,2,1,1]))
\ No newline at end of file
+prediction = theta.dot(np.array([2, 100, 2, 1, 1]))
+print(prediction)
-- 
Gitee