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Extension of the `Attention Augmented Convolutional Networks` paper for 1-D convolution operation.

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When following line of code is run in .py format file `x = augmented_conv1d(cnn1, shape = (32, 10), filters=20, kernel_size=5, strides = 1, padding = 'causal', # if causal convolution...