Collection of popular and reproducible image denoising works.

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

PyLops – A Linear-Operator Library for Python

InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

Physics Informed Machine Learning Tutorials (Pytorch and Jax)

Operator Discretization Library https://odlgroup.github.io/odl/

Code repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact

Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

🦐 Electromagnetic Simulation + Automatic Differentiation

PDE-Net: Learning PDEs from Data

AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Challenges

Deep learning framework for MRI reconstruction

PyTorch library for solving imaging inverse problems using deep learning

Probabilistic Inference on Noisy Time Series

Python based dashboard for real-time Electrical Impedance Tomography including image reconstruction using Back Projection, Graz Consensus and Gauss Newton methods

DEPRECATED in favor of our newer libraries (see www.fatiando.org). Python toolkit for modeling and inversion in geophysics.

Computational Tomography in PyTorch