This release contains the sources for a learnable scattering network as they were described and used in Seydoux, L., Balestriero, R., Poli, P. et al. Clustering earthquake signals and background noises in continuous seismic data with unsupervised deep learning. Nat Commun 11, 3972 (2020). https://doi.org/10.1038/s41467-020-17841-x.