import torch

# 张量
import os

os.makedirs(os.path.join('..', 'data'), exist_ok=True)
data_file = os.path.join('..', 'data', 'house_tiny.csv')
with open(data_file, 'w') as f:
    f.write('NumRooms,Alley,Price\n')  # 列名
    f.write('NA,Pave,127500\n')  # 每行表示一个数据样本
    f.write('2,NA,106000\n')
    f.write('4,NA,178100\n')
    f.write('NA,NA,140000\n')

import pandas as pd

data = pd.read_csv(data_file)


inputs, outputs = data.iloc[:, 0:1], data.iloc[:, 2]
inputs = inputs.fillna(inputs.mean())

mid = data.iloc[:, 1:2]

mid = pd.get_dummies(mid, dummy_na=True)

print(mid)

# 修改提交测试推送