Alternatives and similar repositories for Dictionary-Learning-Algorithms

Users that are interested in Dictionary-Learning-Algorithms are comparing it to the libraries listed below

• syanga / ksvd-sparse-dictionary
  Learn atoms of a sparse dictionary using the iterative K-SVD algorithm, written in Python.
  ☆21Updated 5 years ago
• pirofti / ksvd_reg
  This repository has been moved to https://codeberg.org/pirofti/ksvd_reg. Please visit the new location for the latest updates.
  ☆49Updated 8 years ago
• fubel / sparselandtools
  A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
  ☆91Updated 9 months ago
• hiroyuki-kasai / ClassifierToolbox
  A MATLAB toolbox for classifier: Version 1.0.7
  ☆89Updated 3 years ago
• HammerZhang / LDA
  Linear Discriminant Analysis based on Matlab
  ☆18Updated 9 years ago
• tiepvupsu / DICTOL_python
  A Python implementation of well-known dictionary learning methods.
  ☆74Updated 2 years ago
• prateekgv / sasdpr
  MATLAB implementation of sparsity-assisted signal denoising and pattern recognition in time-series data
  ☆16Updated 4 years ago
• tiepvupsu / DICTOL
  DICTOL - A Dictionary Learning Toolbox in Matlab and Python
  ☆192Updated 4 years ago
• adler-j / learned_gradient_tomography
  Solving ill-posed inverse problems using iterative deep neural networks
  ☆97Updated 4 years ago
• yylime / cs_omp
  压缩感知 omp算法
  ☆11Updated 7 years ago
• getspams / spams-python
  Python interface for SPAMS (SPArse Modeling Software)
  ☆21Updated last year
• mhaghighat / dcaFuse
  Feature fusion using Discriminant Correlation Analysis (DCA)
  ☆65Updated 5 years ago
• mhaghighat / gda
  Generalized Discriminant Analysis (GDA) - non-linear feature dimensionality reduction technique
  ☆20Updated 9 years ago
• JesperDramsch / Complex-CNN-Seismic
  Code accompanying the paper "Complex-valued neural networks for machine learning on non-stationary physical data".
  ☆32Updated 5 years ago
• Gandor26 / Sparse-Bayesian-Learning
  Based on M.E.Tipping. Sparse Bayesian Learning and the Relevance Vector Machine. JMLR, 1:211-244, 2001
  ☆25Updated 9 years ago
• indigits / sparse-plex
  A MATLAB library for sparse representation problems
  ☆105Updated 3 years ago
• ifenglin / Complex-valued-CNN
  Complex-valued Convolutional Neural Networks
  ☆29Updated 5 years ago
• kolian1 / texture-segmentation-LBP-vs-GLCM
  a Matlab Image segmentation via several feature spaces DEMO
  ☆26Updated 10 years ago
• HaizhaoYang / DeCom
  ☆15Updated 6 years ago
• zheng-yuwei / Stacked_Autoencoder
  用 MATLAB 实现深度学习网络中的 stacked auto-encoder：使用AE variant（de-noising / sparse / contractive AE）进行预训练，用BP算法进行微调
  ☆44Updated 9 years ago
• Ha0Tang / DDLCN
  [WACV 2019 Oral] Deep Micro-Dictionary Learning and Coding Network
  ☆42Updated 5 years ago
• aganse / InvGN
  Calculate Tikhonov-regularized, Gauss-Newton nonlinear iterated inversion to solve the damped nonlinear least squares problem (Matlab cod…
  ☆24Updated 10 years ago
• Xiaoyang-Rebecca / PatternRecognition_Matlab
  Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approa…
  ☆73Updated 4 years ago
• liubenyuan / pyBSBL
  The python implementation of the BSBL algorithms for block sparse signal recovery
  ☆16Updated 3 years ago
• Simeonedef / Time-Series_Imaging_Forecasting
  In this project we have explored the use of imaging time series to enhance forecasting results with Neural Networks. The approach has rev…
  ☆18Updated 2 years ago
• stes / compressed_sensing
  Enhancing Compressive Sensing with Neural Networks
  ☆39Updated 9 years ago
• Sable / mcbench-benchmarks
  Repo containing a copy of mcbench benchmarks
  ☆115Updated 7 years ago
• dlaptev / RobustPCA
  Robust PCA implementation and examples (Matlab)
  ☆209Updated 7 years ago
• jsulam / OSDL
  Online Sparse Dictionary Learning Algorithm
  ☆31Updated 7 years ago
• epfl-lts2 / unlocbox
  A Matlab convex optimization toolbox using proximal splitting methods
  ☆57Updated 2 years ago