scattering-transform 开源项目推荐（14 个）

kymatio /kymatio

使用 GPU 加速的 Python 小波散射变换。

edouardoyallon /pyscatwave

Fast Scattering Transform with CuPy/PyTorch

SihaoCheng /scattering_transform

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

jecampagne /cours_mallat_cdf

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

astro-informatics /s2scat

Differentiable and GPU accelerated scattering covariance statistics on the sphere

Jonas1312 /scattering-networks

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

atong01 /trainable_symmetry

Implementation of learnable generalized geometric scattering transforms on graphs

pcampeti /CMBSCAT

Fast map-based emulator for augmentation of inhomogeneous maps on the HEALPix sphere.

astro-informatics /stringgen

Scattering based cosmic string emulation

csinva /scattering-transform-experiments

Repository for experiments with scattering transforms

andrea-cavallo-98 /CST

Implementation of the Covariance Scattering Transforms, AAAI 2026

Egauvrit /wst4gs

Wavelet Scattering Transform applied for Geo Sciences.

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"

leonard-seydoux /leonard-seydoux.github.io

Léonard Seydoux's personal website