Lstm+transformer的刀具磨损预测

 视频讲解：

基于Lstm+transformer的刀具磨损预测实战_哔哩哔哩_bilibili

结果展示：

数据展示：

主要代码：

# pip install openpyxl -i https://pypi.tuna.tsinghua.edu.cn/simple/
# pip install optuna -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 matplotl