We reproduce the results of the study by H. Gabbard et al Matching Matched Filtering with Deep Networks for Gravitational-Wave Astronomy
We generate the simulated data using Bilby and we build the neural network in Keras trying to match the architecture chosen in the cnn-matchedfiltering repository.