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Projects in Awesome Lists tagged with compressed-sensing

A curated list of projects in awesome lists tagged with compressed-sensing .

https://github.com/mikgroup/sigpy

Python package for signal processing, with emphasis on iterative methods

compressed-sensing gpu iterative-algorithms machine-learning mri nufft optimization reconstruction rf-pulse-design signal-processing

Last synced: 03 Feb 2026

https://github.com/rouyang2017/SISSO

A data-driven method combining symbolic regression and compressed sensing for accurate & interpretable models.

big-data-analytics compressed-sensing machine-learning material-science symbolic-regression

Last synced: 04 May 2025

https://github.com/giannisdaras/ilo

[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models

compressed-sensing denoising ilo inpainting stylegan stylegan-pytorch stylegan2 super-resolution

Last synced: 02 Apr 2026

https://github.com/guaishou74851/prl

(IJCV 2023) Deep Physics-Guided Unrolling Generalization for Compressed Sensing [PyTorch]

compressed-sensing computer-vision deep-learning deep-unrolling image-processing image-restoration optimization

Last synced: 19 Oct 2025

https://github.com/mseitzer/csmri-refinement

Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"

compressed-sensing deep-learning gan generative-adversarial-networks mri-reconstruction perceptual-quality

Last synced: 30 Jun 2025

https://github.com/sebastianament/compressedsensing.jl

Contains a wide-ranging collection of compressed sensing and feature selection algorithms. Examples include matching pursuit algorithms, forward and backward stepwise regression, sparse Bayesian learning, and basis pursuit.

basis-pursuit compressed-sensing feature-selection julia matching-pursuit sparse-bayesian-learning sparse-linear-systems sparse-regression sparsity stepwise-regression subset-selection

Last synced: 30 Jul 2025

https://github.com/geekysuavo/variational-bayes-cs

Scalable sparse Bayesian learning for large CS recovery problems

bayesian-inference compressed-sensing sparse-linear-systems variational-bayes

Last synced: 14 Mar 2026

https://github.com/guaishou74851/dccm

(Nature Communications Engineering 2024) Compressive Confocal Microscopy Imaging at the Single-Photon Level with Ultra-Low Sampling Ratios [PyTorch]

compressed-sensing compressive-sampling compressive-sensing computer-vision deep-neural-networks deep-unfolding deep-unrolling image-reconstruction

Last synced: 20 Mar 2025

https://github.com/srothst1/static-compressed-sensing

Implemented a static compressed sensing algorithm using orthogonal matching pursuit.

compressed-sensing computational-biology image-reconstruction omp

Last synced: 15 Oct 2025

https://github.com/atrotier/seq_bruker_a_mp2rage_cs_public

Compiled sequence and reconstruction of the MP2RAGE + CS sequence for Bruker scanner

bruker compressed-sensing mp2rage mri t1 t1map

Last synced: 26 Sep 2025

https://github.com/geekysuavo/camera

Convex Accelerated Maximum Entropy Reconstruction Algorithm

compressed-sensing maximum-entropy nmr-spectroscopy

Last synced: 25 May 2026

https://github.com/caselles/compressed_sensing_astronomy

Compressed sensing applied to Astronomy

astronomy compressed-sensing

Last synced: 29 Mar 2025

https://github.com/geekysuavo/nusutils

Utilities for seed-independent multidimensional nonuniform sampling

compressed-sensing nmr-spectroscopy nonuniform-sampling

Last synced: 27 May 2026

https://github.com/yc-cui/sdcs

[JSTARS 2024] Semi-blind Compressed Sensing: A Quantitatively Descriptive Framework for Spatiotemporal Fusion of Remote Sensing Images

compressed-sensing deep-learning image-fusion image-processing neural-network remote-sensing spatiotemporal

Last synced: 27 Mar 2025

https://github.com/rosnavigator/ecg_compressedsensing

The project involves developing a Python library for ECG compressed sensing. The software will include modules for data reading, visualization, compressed-sensing, reconstruction, and evaluation.

compressed-sensing dictionary-learning ecg ecg-signal heart numerical-analysis python signal-processing

Last synced: 15 Apr 2026

https://github.com/hakkelt/master-thesis

My master's thesis with the title: Iteratively Reweighted Algorithms for Dynamic MRI. Pázmány Péter Catholic University, Budapest, Hungary. June 2020.

compressed-sensing low-rank-recovery mri mri-reconstruction

Last synced: 08 Feb 2026