时间卷积网络（tcn）

tcn Python代码，仅供参考，如有侵权请联系，立即删除。

tcn函数源码

from typing import List, Tuple

import keras.backend as K

import keras.layers

from keras import optimizers

from keras.engine.topology import Layer

from keras.layers import Activation, Lambda

from keras.layers import Conv1D, SpatialDropout1D

from keras.layers import Convolution1D, Dense, BatchNormalization

from keras.models import Input, Model

def residual_block(x, dilation_rate, nb_filters, kernel_size, padding, activation=‘relu’, dropout_rate=0, use_batch_norm=False):

# type: (Layer, int, int, int, str, str, float, bool) -> Tuple[Layer, Layer]

prev_x = x
for k in range(2):
    x = Conv1D(filters=nb_filters,
               kernel_size=kernel_size,
               dilation_rate=dilation_rate,