Kymatio: Scattering Transforms in Python

28 Dec 2018Mathieu AndreuxTomás AnglesGeorgios ExarchakisRoberto LeonarduzziGaspar RochetteLouis ThiryJohn ZarkaStéphane MallatJoakim andénEugene BelilovskyJoan BrunaVincent LostanlenMatthew J. HirnEdouard OyallonSixin ZhangCarmine CellaMichael Eickenberg

The wavelet scattering transform is an invariant signal representation suitable for many signal processing and machine learning applications. We present the Kymatio software package, an easy-to-use, high-performance Python implementation of the scattering transform in 1D, 2D, and 3D that is compatible with modern deep learning frameworks... (read more)

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