目录

torch-tcn库

示例代码

自定义实现tcn层

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torch-tcn库

pip install torch-tcn

示例代码

import torch
from torch import nn
from tcn import TCNLayerbatch_size = 16
seq_length = 100  # 序列长度
n_features = 32   # 特征数量
n_outputs = 10    # 输出大小# 输入数据的形状为 (batch_size, seq_length, n_features)
# TCNLayer期望的输入形状为 (batch_size, n_features, seq_length)
# 因此，可能需要对输入进行转置
x = torch.randn(batch_