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Collection of popular and reproducible image denoising works.
Created
2017-12-30
40 commits to master branch, last one 4 years ago
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Created
2021-02-28
8 commits to main branch, last one about a year ago
Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
Created
2021-01-03
24 commits to main branch, last one 2 years ago
[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository
Created
2022-01-27
13 commits to master branch, last one about a year ago
Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.
python
modeling
inversion
modelling
geophysics
geoscience
simulation
multiphysics
open-science
optimization
finite-volume
linear-algebra
electromagnetics
inverse-problems
magnetotellurics
richards-equation
induced-polarization
scientific-computing
direct-current-resistivity
partial-differential-equations
Created
2013-11-26
9,419 commits to main branch, last one 15 hours ago
InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
Created
2024-01-27
16 commits to main branch, last one 3 months ago
PyLops – A Linear-Operator Library for Python
Created
2018-11-08
1,293 commits to dev branch, last one 9 days ago
147
386
unknown
12
Physics Informed Machine Learning Tutorials (Pytorch and Jax)
Created
2022-04-04
124 commits to main branch, last one 3 months ago
Operator Discretization Library https://odlgroup.github.io/odl/
Created
2015-11-05
4,935 commits to master branch, last one 2 months ago
Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"
Created
2022-09-21
12 commits to main branch, last one about a year ago
Code repository for our paper DiffCloth: Differentiable Cloth Simulation with Dry Frictional Contact
Created
2022-04-19
29 commits to main branch, last one 22 days ago
:shrimp: Electromagnetic Simulation + Automatic Differentiation
Created
2019-05-24
292 commits to master branch, last one about a year ago
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 Cha...
Created
2022-06-06
29 commits to main branch, last one 2 months ago
PDE-Net: Learning PDEs from Data
Created
2018-05-24
2 commits to master branch, last one 4 years ago
PyTorch library for solving imaging inverse problems using deep learning
Created
2023-02-10
877 commits to main branch, last one 3 days ago
Deep learning framework for MRI reconstruction
Created
2020-06-06
664 commits to main branch, last one 9 days ago
Python based dashboard for real-time Electrical Impedance Tomography including image reconstruction using Back Projection, Graz Consensus and Gauss Newton methods
Created
2017-11-22
155 commits to master branch, last one 3 years ago
Probabilistic Inference on Noisy Time Series
Created
2017-05-16
3,913 commits to main branch, last one about a month ago
Computational Tomography in PyTorch
Created
2019-11-06
216 commits to master branch, last one 2 years ago
Forward modeling, inversion, and processing gravity and magnetic data
Created
2018-07-14
320 commits to main branch, last one 23 days ago
IDRLnet, a Python toolbox for modeling and solving problems through Physics-Informed Neural Network (PINN) systematically.
Created
2021-07-05
63 commits to master branch, last one 11 months ago
Python based toolkit for Electrical Impedance Tomography
Created
2016-01-26
297 commits to master branch, last one 7 months ago
Discretization tools for finite volume and inverse problems.
Created
2016-11-24
5,582 commits to main branch, last one about a month ago
[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".
Created
2019-11-27
61 commits to master branch, last one 2 years ago
SCIRun is a Problem Solving Environment, for modeling, simulation and visualization of scientific problems. This is version 5, the upgraded version of SCIRun v4.
Created
2012-02-16
12,589 commits to master branch, last one 3 months ago
MIRT: Michigan Image Reconstruction Toolbox (Julia version)
Created
2019-02-23
815 commits to main branch, last one 12 days ago
Scientific Computational Imaging COde
Created
2021-09-21
877 commits to main branch, last one 11 days ago
Solving ill-posed inverse problems using iterative deep neural networks
Created
2017-03-24
13 commits to master branch, last one 5 years ago
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-Scal...
Created
2018-07-01
36 commits to master branch, last one 2 years ago
A unifying Matlab framework for the development of reconstruction algorithms (solving inverse problems) in computational imaging
Created
2018-03-07
833 commits to master branch, last one 2 months ago