Mango686

Mango686's Stars

• je-suis-tm/machine-learning

  Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative Matrix Factorization, Koren Neighborhood Model, Koren Integrated Model, Dawid-Skene, Platt-Burges, Expectation Maximization, Factor Analysis, ISTA, FISTA, ADMM, Gaussian Mixture Model, OPTICS, DBSCAN, Random Forest, Decision Tree, Support Vector Machine, Independent Component Analysis, Latent Semantic Indexing, Principal Component Analysis, Singular Value Decomposition, K Nearest Neighbors, K Means, Naïve Bayes Mixture Model, Gaussian Discriminant Analysis, Newton Method, Coordinate Descent, Gradient Descent, Elastic Net Regression, Ridge Regression, Lasso Regression, Least Squares, Logistic Regression, Linear Regression

  Language:Jupyter Notebook2325152

• tiepvupsu/FISTA

  FISTA implementation in MATLAB (recently updated FISTA with backtracking)

  Language:HTML18714961

• google/RED

  RED - Regularization by Denoising

  Language:MATLAB11212041

• 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 Yin.

  Language:Python714121

• jinxixiang/FISTA-Net

  A model-based deep learning network for inverse problem in imaging

  Language:MATLAB620915

• VITA-Group/LISTA-CPSS

  [NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*, Jialin Liu*, Zhangyang Wang and Wotao Yin.

  Language:Python606323

• wadayama/TISTA

  Trainable ISTA for sparse signal recovery

  Language:Python41207

• sandeepbanik/Image-denoise-and-TV-solver

  Image de-noising using FISTA and MFISTA algorithms and 1D L1 and L2 solver

  Language:Matlab312111

• ILoveU3D/Algorithm-list-of-CT-reprojection

  Learn a series of implementation codes in the process of CT reconstruction / imaging.

  Language:MATLAB19101

• tomMoral/adopty

  Language:Jupyter Notebook19302

• ZhengZY-EE/Hybrid_ISTA

  Implementation of Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks

  Language:Python17109

• Aaatresh/LISTA

  Implementation of Learning Fast Approximations of Sparse Coding

  Language:Jupyter Notebook15202

• JohnnieXDU/LISTA-based-KSVD-for-Sparse-Coding

  520.648 project: OMP/KSVD/ISTA/FISTA/LISTA for image inpainting and denoising

  Language:Python11113

• AbhyudayPuri/learnable-ISTA

  An implementation of learnable sparse coding for the purpose of image demonising

  Language:Jupyter Notebook7101

• kartheekkumar65/LISTA

  Language:Python5200

• DEVANSH-DVJ/ISTA

  Sparse Coding Algorithm - Iterative Shrinkage and Thresholding Algorithm (ISTA)

  Language:MATLAB3101

• Albly/Sparce_image_reconstruction

  Language:Jupyter Notebook11102

• hieubkvn123/Dictionary-learning-research

  This repository stores my implementations on the applications of sparse representation learning in image processing

  Language:Jupyter Notebook110

• mmoraes-rafael/notebooks

  Collection of interesting/useful notebooks

  Language:Jupyter Notebook1001