Alternatives and similar repositories for MBDL_Book:

Users that are interested in MBDL_Book are comparing it to the libraries listed below

• ZhengZY-EE / Hybrid_ISTA
  Implementation of Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks
  ☆19Updated last year
• leicheng-tensor / Reproducible-Bayesian-Tensor-Matrix-Machine-Learning-SOTA
  Reproducible-Bayesian-Tensor-Machine-Learning-SOTA
  ☆29Updated this week
• VITA-Group / ALISTA
  [ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Y…
  ☆71Updated 3 years ago
• yangyan92 / Pytorch_ADMM-CSNet
  ☆76Updated 3 years ago
• jinxixiang / FISTA-Net
  A model-based deep learning network for inverse problem in imaging
  ☆65Updated 2 years ago
• panpp-git / cResFreq
  Codes for Complex-Valued Spectrum Estimation Network and Applications in Super-Resolution HRRPs Analysis with Wideband Radars
  ☆9Updated 3 years ago
• nzilberstein / Langevin-MIMO-detector
  Massive MIMO detector based on an annealed version of the Unadjusted Langevin Algorithm (ULA)
  ☆16Updated 2 years ago
• tanweer-mahdi / Approximate-Message-Passing
  Approximate Message Passing is an ultra fast sparse recovery algorithm.
  ☆15Updated 3 years ago
• udellgroup / Codes-of-FGSR-for-effecient-low-rank-matrix-recovery
  ☆12Updated 5 years ago
• takashi-takahashi / approximate_message_passing
  A Python implementation of Approximate Message Passing (AMP) algorithms for LASSO
  ☆25Updated 5 years ago
• uiano / spectrum_surveying_with_UAVs
  ☆13Updated 2 years ago
• jianzhangcs / ISTA-Netpp
  ISTA-Net++: Flexible Deep Unfolding Network for Compressive Sensing, ICME2021 [PyTorch Code]
  ☆58Updated 3 years ago
• FWen / ncreg
  A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal Processing, Statistics, and Machine Learning
  ☆38Updated 5 years ago
• TomKealy / PhDCode
  Matlab Code for my PhD
  ☆33Updated 8 years ago
• mborgerding / onsager_deep_learning
  Code to accompany the paper "AMP-Inspired Deep Networks for Sparse Linear Inverse Problems"
  ☆84Updated 7 years ago
• shangqigao / TensorCompletion
  A collection of tensor completion algorithms
  ☆17Updated 3 years ago
• liu6tot / matrix-completion
  An ADMM + Compressed Sensing algorithm to estimate a low-rank sparse matrix
  ☆29Updated 6 years ago
• HlG4399 / FRSVT
  I implemented the fllowing article by Matlab.Refrence:Oh T H, Matsushita Y, Tai Y W, et al. Fast Randomized Singular Value Thresholding f…
  ☆27Updated 6 years ago
• yangyan92 / ADMM-CSNet
  Matlab code for ADMM-CSNet
  ☆81Updated 5 years ago
• MikiHan12 / SVT-Algorithm
  A Singular Value Thresholding Method for Matrix Completion
  ☆17Updated 4 years ago
• lpkg / WMMSE-deep-unfolding
  ☆79Updated 2 years ago
• mengxiangming / QCS-SGM
  ☆14Updated last year
• sharanmourya / Pytorch_STNet
  Spatially Separable Attention Transformer Network implemented in Pytorch
  ☆13Updated last year
• dumingyang20 / DNCNet-pytorch
  This is the official repository of the paper "DNCNet: Deep Radar Signal Denoising and Recognition" from IEEE Transactions on Aerospace an…
  ☆20Updated last year
• zhouzhouwei / FastSBL
  A fast sparse Bayesian learning algorithm based on gaussian scale mixture model for regression problem
  ☆34Updated 2 years ago
• VITA-Group / LISTA-CPSS
  [NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*…
  ☆61Updated 3 years ago
• livey / GAMP_SBL
  Computationally Efficient Sparse Bayesian Learning via Generalized Approximate Message Passing
  ☆42Updated 4 years ago
• OscarWenGang / CV-CNN-enhanced-radar-imaging
  ☆20Updated 6 years ago
• VITA-Group / HyperLISTA
  [NeurIPS 2021] "Hyperparameter Tuning is All You Need for LISTA" by Xiaohan Chen, Jialin Liu, Zhangyang Wang and Wotao Yin
  ☆23Updated 3 years ago