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scattering-transform

Here are 11 public repositories matching this topic...

kymatio / kymatio

Wavelet scattering transforms in Python with GPU acceleration

deep-learning tensorflow numpy scikit-learn keras pytorch wavelets scattering-transform

Updated Jan 28, 2025
Python

edouardoyallon / pyscatwave

Fast Scattering Transform with CuPy/PyTorch

deep-learning pytorch scattering-transform

Updated Feb 22, 2020
Python

SihaoCheng / scattering_transform

A webpage for the scattering transform. To calculate, you just need the folder called "scattering".

scattering-transform

Updated Sep 25, 2024
Jupyter Notebook

jecampagne / cours_mallat_cdf

Lecture notes of Professor Stéphane Mallat - Collège de France - Paris

deep-neural-networks math markov-chain approximation convolutional-neural-networks bayesian-inference gaussian-processes svm-model fourier-transform scattering-transform wavelet-transform fisher-information shannon-entropy regularity curse-of-dimensionality orthogonal-basis

Updated Jan 28, 2025
Jupyter Notebook

astro-informatics / s2scat

Differentiable and GPU accelerated scattering covariance statistics on the sphere

statistics compression emulation generative-model wavelets scattering-transform spherical jax differentiable-programming

Updated Oct 31, 2024
Jupyter Notebook

Jonas1312 / scattering-networks

Msc Graduation Project on Scattering Networks. Report (In French), Python and Matlab Source Code.

wavelets scattering-transform kymatio scatnet scattering-networks

Updated Apr 19, 2019
Python

atong01 / trainable_symmetry

Implementation of learnable generalized geometric scattering transforms on graphs

scattering-transform graph-neural-networks gnn scattering-networks

Updated Mar 3, 2023
Python

astro-informatics / stringgen

Scattering based cosmic string emulation

statistics emulation cosmology scattering-transform wavelet-transform cosmic-strings

Updated Oct 10, 2023
Python

csinva / scattering-transform-experiments

Repository for experiments with scattering transforms

machine-learning statistics ai deep-learning scale ml convolutional-neural-networks scattering-transform geometric-deep-learning

Updated Jan 25, 2019
Jupyter Notebook

Egauvrit / wst4gs

Wavelet Scattering Transform applied for Geo Sciences.

convolutional-layers dimensionality-reduction scattering-transform wavelet-analysis statitics

Updated Jun 26, 2024
Python

BenjiMaYonez / invertible-scattering-transform

An implementation of Invertible Scattering Transform - a modification of the Scattering Transform. This is part of a project for a course in "Convolutional Networks on Grids and Graphs: Mathematical Analysis from a Signal Processing Perspective"

math cnn scattering-transform

Updated Dec 22, 2024
Python

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