時間卷積網絡（tcn）

tcn Python代碼，僅供參考，如有侵權請聯系，立即删除。

tcn函數源碼

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,