jbobin

pyGMCALab

dGMCA

nanobind

nanobind: tiny and efficient C++/Python bindings

2DecGMCA

2DecGMCA open-source code (2D adaptation of SDecGMCA)

DeepSplines

Learning Activation Functions in Deep (Spline) Neural Networks

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

Galaxy10

A CIFAR10-like galaxy image dataset

GMCALab.github.io

IAE

Image-Denoising-with-Deep-CNNs

Use deep Convolutional Neural Networks (CNNs) with PyTorch, including investigating DnCNN and U-net architectures

numpex.github.io

NumPEx website

Physics-Based-Deep-Learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

pyRestoreManifold

Tools for solving inverse problems for manifold-valued data, based on multiresolution analysis

SDecGMCA

SDecGMCA open-source code

sGMCA

Semi-blind GMCA open-source code

wGMCA

wGMCA open-source code

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers