inverse-problems
There are 326 repositories under inverse-problems topic.
wenbihan/reproducible-image-denoising-state-of-the-art
Collection of popular and reproducible image denoising works.
yang-song/score_sde_pytorch
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
yang-song/score_sde
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
ohayonguy/PMRF
[ICLR 2025] Official implementation of Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
mv-lab/InstructIR
[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
bahjat-kawar/ddrm
[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository
jdtoscano94/Learning-Scientific_Machine_Learning_Residual_Based_Attention_PINNs_PIKANs_DeepONets
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
simpeg/simpeg
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
deepinv/deepinv
DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning
mv-lab/AISP
AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image Enhancement, Bokeh rendering and more!
DPS2022/diffusion-posterior-sampling
Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"
PyLops/pylops
PyLops – A Linear-Operator Library for Python
LituRout/RF-Inversion
Rectified Flow Inversion (RF-Inversion) - ICLR 2025
omegaiota/DiffCloth
Code repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact
odlgroup/odl
Operator Discretization Library https://odlgroup.github.io/odl/
fancompute/ceviche
:shrimp: Electromagnetic Simulation + Automatic Differentiation
ZichaoLong/PDE-Net
PDE-Net: Learning PDEs from Data
NKI-AI/direct
Deep learning framework for MRI reconstruction
fatiando/harmonica
Forward modeling, inversion, and processing gravity and magnetic data
OpenEIT/OpenEIT
Python based dashboard for real-time Electrical Impedance Tomography including image reconstruction using Back Projection, Graz Consensus and Gauss Newton methods
pints-team/pints
Probabilistic Inference on Noisy Time Series
idrl-lab/idrlnet
IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
matteo-ronchetti/torch-radon
Computational Tomography in PyTorch
fatiando/fatiando
DEPRECATED in favor of our newer libraries (see www.fatiando.org). Python toolkit for modeling and inversion in geophysics.
eitcom/pyEIT
Python based toolkit for Electrical Impedance Tomography
simpeg/discretize
Discretization tools for finite volume and inverse problems.
fancompute/angler
Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices
lanl/scico
Scientific Computational Imaging COde
giannisdaras/ylg
[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".
SCIInstitute/SCIRun
SCIRun is a Problem Solving Environment, for modeling, simulation and visualization of scientific problems. This is version 5, the upgraded version of SCIRun v4.
liv-group/reproducible-video-denoising-state-of-the-art
Collection of popular and reproducible video denoising works.
JeffFessler/MIRT.jl
MIRT: Michigan Image Reconstruction Toolbox (Julia version)
adler-j/learned_primal_dual
Learned Primal-Dual Reconstruction
adler-j/learned_gradient_tomography
Solving ill-posed inverse problems using iterative deep neural networks
jnagy1/IRtools
MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MATLAB Package of Iterative Regularization Methods and Large-Scale Test Problems" that will be published in Numerical Algorithms, 2018.
StanfordMIMI/skm-tea
Repository for the Stanford Knee MRI Multi-Task Evaluation (SKM-TEA) Dataset