# 基于LSTM时间序列预测(简单又好用)无脑代码,
# 这里是列表文本使用很简单,跟着注释和使用手册用就行.
#### 简介:
- 1、单变量,多变量输入,自由切换
- 2、单步预测,多步预测,自动切换
- 3、基于Pytorch架构,单输出
- 4、多个评估指标(MAE,MSE,R2,MAPE等)
- 5、数据从excel/csv文件中读取,更换简单
- 6、标准框架,数据分为训练集、验证集,测试集
#### 注意的地方:
- ① windows系统下,`main.py`里面所有的路径最好用“绝对路径”
![输入图片说明](image_1.png)
![输入图片说明](%E4%BC%81%E4%B8%9A%E5%BE%AE%E4%BF%A1%E6%88%AA%E5%9B%BE_16977250178740.png)
- ② 数据加载的时候,后面加上`engine='openpyxl'`
![输入图片说明](image3.png)
- ③ 注意工程里面有个`使用说明手册.pdf`,别忘看看哦
![输入图片说明](imageatt.png)
#### 安装教程(安装一些包)
1. pip install tqdm
2. pip install xlrd
3. pip install openpyxl
#### 预测结果展示
![输入图片说明](MVIMG_20231019_222329(1).jpg)
#### 参与贡献
这个代码是从网上淘来的,整理整理分享出来,希望对您有价值。
没有合适的资源?快使用搜索试试~ 我知道了~
温馨提示
python读取excel数据。基于LSTM时间序列预测Python程序 个人经导师指导并认可通过的高分毕业设计项目,主要针对计算机相关专业的正在做毕设的学生和需要项目实战练习的学习者。也可作为课程设计、期末大作业,项目都经过严格调试,确保可以运行! 简介: 1、单变量,多变量输入,自由切换 2、单步预测,多步预测,自动切换 3、基于Pytorch架构,单输出 4、多个评估指标(MAE,MSE,R2,MAPE等) 5、数据从excel/csv文件中读取,更换简单 6、标准框架,数据分为训练集、验证集,测试集
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