I have thousands of samples of a yes/no signal (the ack signal of a wireless IOT device) that I want to classify to their respective yes no. Every sample consists of a few hundred data points measured over some milliseconds.
My idea is to use 1D convolutional networks for this. However, I am not sure how this can be done using the fastai library. Any tips?