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unrolled-algorithms

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All 6 Jupyter Notebook 3 Python 3

deepinv / deepinv

Star 797

DeepInverse: a PyTorch library for solving imaging inverse problems using deep learning

deep-learning image-reconstruction pytorch mri medical-imaging tomography microscopy super-resolution computational-imaging deblurring denoising self-supervised diffusion-models plug-and-play-priors unrolled-algorithms
  • Updated Aug 29, 2026
  • Python

LCAV / LenslessPiCam

Star 92

Lensless imaging toolkit. Complete tutorial: https://go.epfl.ch/lenslesspicam

python raspberry-pi signal-processing bayer admm inverse-problems fista unrolled-algorithms lensless
  • Updated Jun 26, 2026
  • Jupyter Notebook

feeds / na-alista

Star 16

Improving ALISTA with neural augmentation

compressed-sensing sparse-reconstruction learned-ista unrolled-algorithms
  • Updated Mar 25, 2021
  • Jupyter Notebook

Harshs27 / uGLAD

Star 9

Sparse graph recovery by optimizing deep unrolled networks (unsupervised-GLAD)

deep-learning neural-network genomics graphical-lasso unrolled-algorithms
  • Updated Aug 13, 2025
  • Python

yyiz / Unrolled-DOT

Star 5

Official Implementation for Unrolled-DOT: an unrolled network for solving (time-of-flight) diffuse optical tomography inverse problems.

pytorch lista inverse-problems time-of-flight unrolled-algorithms diffuse-optical-tomography
  • Updated Mar 15, 2023
  • Jupyter Notebook

anirudhr97 / Learning_Based_Transmission_Optimization

Star 1

Repository containing code implementing learning based approaches for MISO communication system transmission optimization.

machine-learning deep-learning recurrent-neural-networks communications unrolled-algorithms
  • Updated May 28, 2023
  • Python

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