Vmd+lstm time series prediction classification regression prediction code detailed explanation The complete code can be run directly

Project video explanation: Vmd+lstm time series prediction classification regression prediction code detailed explanation The complete code can be run directly_bilibili_bilibili

Project demonstration effect:

Detailed code explanation:

# -*- 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
f