Software

The following papers have associated software packages.

  • Kymatio: Scattering Transforms in Python. With Mathieu Andreux, Tomás Angles, Georgios Exarchakis, Roberto Leonarduzzi, Gasper Rochette, Louis Thiry, John Zarka, Stéphane Mallat, Joakim Andén, Eugene Belilovsky, Joan Bruna, Vincent Lostanlen, Edouard Oyallon, Sixhin Zhang, Carmine Cella, Michael Eickenberg. 2018. pdfarXiv.
    Software page
  • Coarse Graining of Data via Inhomogeneous Diffusion Condensation. With Nathan Brugnone, Alex Gonopolskiy, Mark W. Moyle, Manik Kuchroo, David van Dijk, Kevin R. Moon, Daniel Colon-Ramos, Guy Wolf and Smita Krishnaswamy. In Proceedings of the 2019 IEEE International Conference on Big Data, pages 2624–2633, 2019. pdf, arXiv, IEEE Xplore.
    Software page
  • Wavelet Scattering Regression of Quantum Chemical Energies. With Stéphane Mallat and Nicolas Poilvert. Multiscale Modeling and Simulation, volume 15, issue 2, pages 827-863, 2017. pdfarXiv, MMS.
    Software page
  • Computing minimal interpolants in  C^{1,1}(\mathbb{R}^d). With Ariel Herbert-Voss and Frederick McCollum. Revista Matemática Iberoamericana, volume 33, issue 1, pages 29-66, 2017. pdfarXiv, RMI.
    Software page
  • Diffusion maps for changing data. With Ronald R. Coifman. Applied and Computational Harmonic Analysis, volume 36, issue 1, pages 79-107, January 2014. pdfarXivScienceDirect.
    Software page