Local project lstm and other keras tensorflow version lstm complete code

# -*- coding: utf-8 -*-
# 导入库pip install openpyxl -i https://pypi.tuna.tsinghua.edu.cn/simple
import pandas as pd
import numpy as np
from sklearn.model_selection import train_test_split
from sklearn import metrics
from sklearn.metrics import mean_squared_error  # 评价指标
import matplotlib.pyplot as plt
from keras.models import Sequential
from keras.layers import Dense
from keras.layers import LSTM, GRU
from keras import optimizers
import keras
import tensorflow as tf

#  mse rmse mae rmape
#  adam sgd

plt.rcParams['font.sans-serif'] = ['SimHei']
plt.rcParams['axes.unicode_minus'] = False
import warnings
warnings.filterwarnings("ignore")  # 忽略一些警告 不影响运行
df=pd.read_excel("原始数据.xlsx&#