diff --git a/7.5/__pycache__/datas.cpython-312.pyc b/7.5/__pycache__/datas.cpython-312.pyc new file mode 100644 index 0000000000000000000000000000000000000000..2422eeb26eb843989166edaafc796cc2bf08160a Binary files /dev/null and b/7.5/__pycache__/datas.cpython-312.pyc differ diff --git a/7.5/datas.py b/7.5/datas.py new file mode 100644 index 0000000000000000000000000000000000000000..3f71681e7a8e9fbeab83c7247c31c6b80525d837 --- /dev/null +++ b/7.5/datas.py @@ -0,0 +1,104 @@ +datas = [ + + { + "city" : "吕梁", + "area" : 100, + "rooms" : 2, + "school" : 1, + "style" : 1, + "price" : 7000 + }, + { + "city": "吕梁", + "area": 100, + "rooms": 3, + "school": 1, + "style": 1, + "price": 8000 + }, + { + "city": "吕梁", + "area": 100, + "rooms": 2, + "school": 2, + "style": 2, + "price": 5000 + }, + { + "city": "吕梁", + "area": 130, + "rooms": 3, + "school": 1, + "style": 1, + "price": 9000 + }, + { + "city": "吕梁", + "area": 120, + "rooms": 2, + "school": 1, + "style": 1, + "price": 8000 + }, + { + "city": "吕梁", + "area": 150, + "rooms": 3, + "school": 1, + "style": 1, + "price": 15000 + }, + + { + "city": "太原", + "area": 100, + "rooms": 2, + "school": 1, + "style": 1, + "price": 8000 + }, + { + "city": "太原", + "area": 100, + "rooms": 3, + "school": 1, + "style": 1, + "price": 9000 + }, + { + "city": "太原", + "area": 100, + "rooms": 2, + "school": 2, + "style": 2, + "price": 6000 + }, + { + "city": "太原", + "area": 130, + "rooms": 3, + "school": 1, + "style": 1, + "price": 10000 + }, + { + "city": "太原", + "area": 120, + "rooms": 2, + "school": 2, + "style": 2, + "price": 75000 + }, + { + "city": "太原", + "area": 150, + "rooms": 3, + "school": 1, + "style": 1, + "price": 16000 + }, + + +] + + diff --git a/7.5/predict.py b/7.5/predict.py new file mode 100644 index 0000000000000000000000000000000000000000..6faa7fd5b03f652e05a2d32e95d800ca5b989a26 --- /dev/null +++ b/7.5/predict.py @@ -0,0 +1,28 @@ +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 + 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([1,100,3,1,1]))) \ No newline at end of file