Software

Software released by the team

Name Latest version Type Date of release Primary authors Reference papers Notes
PyScatWave 1 Image April 2017 E. Oyallon, E. Belilovsky, S. Zagoruyko [Oyallon et al., 2017]
Deep Hybrid Networks 1 Image March 2017 E. Oyallon, E. Belilovsky, S. Zagoruyko [Oyallon et al., 2017]
ScatWave 1 Image December 2016 E. Oyallon - No longer maintained.
NanoScat 1 Image October 2015 C.E. Cella - Minimalist version of the scattering transform (e.g. for pedagogical purposes)
ScatNetLight 0.1 Image May 2015 E. Oyallon [Oyallon and Mallat, 2015] Requires to be an advanced user of ScatNet
HaarScat 1 Graph December 2014 X. Cheng, X. Chen (Mia) [Chen et al., 2014]
ScatNet 0.2 Audio, Image November 2013 L. Sifre, J. Anden [Andén and Mallat, 2011b] ,
Compact LIBSVM 1 Classifier June 2013 J. Anden - 32 bits precision, triangular kernels, multicore and in-place. Speed up calculations and reduce memory usage.
Phase recovery 1 Reconstruction June 2012 I. Waldspurger [d'Aspremont et al., 2015]

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Legacy

Note that these packages are provided for legacy purposes. However, links and articles can be missing. To compute scattering transforms, please use the ScatNet toolbox above.