Rehan-Ahmad / Dictionary-Learning-AlgorithmsLinks
This repository contains dictionary learning algorithms
☆20Updated 6 years ago
Alternatives and similar repositories for Dictionary-Learning-Algorithms
Users that are interested in Dictionary-Learning-Algorithms are comparing it to the libraries listed below
Sorting:
- Learn atoms of a sparse dictionary using the iterative K-SVD algorithm, written in Python.☆21Updated 5 years ago
- Regularized K-SVD Algorithm☆48Updated 8 years ago
- 压缩感知 omp算法☆11Updated 6 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆88Updated 2 years ago
- DICTOL - A Dictionary Learning Toolbox in Matlab and Python☆193Updated 4 years ago
- MATLAB implementation of sparsity-assisted signal denoising and pattern recognition in time-series data☆16Updated 4 years ago
- MATLAB implementation of Sparse Dictionary Learning algorithms☆8Updated 8 years ago
- Based on M.E.Tipping. Sparse Bayesian Learning and the Relevance Vector Machine. JMLR, 1:211-244, 2001☆25Updated 9 years ago
- A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.☆89Updated 3 months ago
- Robust PCA implementation and examples (Matlab)☆206Updated 7 years ago
- Generalized Discriminant Analysis (GDA) - non-linear feature dimensionality reduction technique☆20Updated 9 years ago
- ☆15Updated 5 years ago
- 1D synchrosqueezed wave packet transforms (SSWPT): Analyzing instantaneous properties (instantaneous frequencies, phases and amplitude…☆52Updated 7 years ago
- Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approa…☆72Updated 4 years ago
- The WISP (Wave Integrated Signal Processing) repository for analyzing complex wave propogation in guided wave nondestructive testing and …☆17Updated 10 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆55Updated 6 years ago
- A MATLAB package for the short-time Fourier transform, the synchrosqueezing transform, ConceFT, and the deshape technique☆29Updated 6 years ago
- 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☆42Updated 9 years ago
- Horizontal Synchrosqueezing Transform: Algorithm and Applications☆14Updated 5 years ago
- A MATLAB library for sparse representation problems☆102Updated 3 years ago
- Matlab code for all variants of robust PCA and SPCP☆124Updated 4 years ago
- Complex-valued Convolutional Neural Networks☆28Updated 5 years ago
- A Python implementation of well-known dictionary learning methods.☆74Updated 2 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆65Updated 5 years ago
- DTW算法的MATLAB实现☆26Updated last year
- Linear Discriminant Analysis based on Matlab☆18Updated 8 years ago
- A comparison of serveral localized time-frequency transforms☆33Updated 9 years ago
- Image Denoising via Sparse and Redundant Representations over Learned Dictionaries☆29Updated 5 years ago
- Feature fusion using Canonical Correlation Analysis (CCA)☆50Updated 5 years ago
- This project is for the paper "TEMDnet: A Novel Deep Denoising Network for Transient Electromagnetic Signal with Signal-to-Image Transfo…☆36Updated last year