keras搭建lstm水库流量预测实战

数据：

效果：

 

 

 完整代码：

# -*- 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
print(keras.__version__)
print(tf.__version__)
#  mse rmse mae rmape
#  adam sgd