LSTM+Transformer混合模型时间序列预测实战教学_lstm和transformer在预测时间序列数据的能力

视频教学：LSTM+Transformer混合模型时间序列预测实战_哔哩哔哩_bilibili

模型结果：

 代码：

# pip install openpyxl -i https://pypi.tuna.tsinghua.edu.cn/simple/
# pip install matplotlib -i https://pypi.tuna.tsinghua.edu.cn/simple/
import numpy as np
import pandas as pd
from tqdm import tqdm
import torch
from torch import nn
import torch.nn.functional as F
from torch import tensor
import torch.utils.data as Data
import math
from matplotlib import pyplot
from datetime import datetime, timedelta
from sklearn.model_selection import trai