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Compressed Sensing Python Packages

Python packages with the GitHub topic compressed-sensing. Sorted by monthly downloads, with stars and forks.
mikgroup
sigpy

Python package for signal processing, with emphasis on iterative methods

8K 339 108
pulserver
bartorch-cuda13

Python wrappers for external BART computational imaging tools and internal libraries

962 0 0
pulserver
bartorch-cuda12

Python wrappers for external BART computational imaging tools and internal libraries

714 0 0
hazimehh
l0learn

Efficient Algorithms for L0 Regularized Learning

448 107 33
FiRMLAB-Pisa
pygrog

An interoperable GROG package to accelerate Non-Cartesian MR reconstructions.

374 1 0
adnaneGdihi
spectramr

Multi-paradigm PyTorch framework for MRI reconstruction and generative modelling: GAN, diffusion, VAE, flow, Mamba/SSM and physics-driven paradigms behind one audited, frozen-config training interface.

286 1 0
wdika
mridc

Data Consistency Toolbox for Magnetic Resonance Imaging

123 42 11
SIP-AAU
magni

A package for AFM image reconstruction and compressed sensing in general

104 43 10
sebastiansemper
camiba

Compressed Sensing and Sparse Recovery Algorithms and more!

93 13 4
scottstanie
spurs

Sparse phase unwrapping of InSAR interferograms

79 23 4
basics-lab
qsft

Efficiently computing Fourier transforms

74 3 0
miguelcarcamov
csromer

Compressive Sensing and Optimization Framework to reconstruct Faraday Depth signals

67 6 2
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