Rehan-Ahmad / Dictionary-Learning-Algorithms
This repository contains dictionary learning algorithms
☆19Updated 5 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
- Learn atoms of a sparse dictionary using the iterative K-SVD algorithm, written in Python.☆20Updated 4 years ago
- Regularized K-SVD Algorithm☆43Updated 7 years ago
- Multivariate Dictionary Learning Algorithm☆24Updated last year
- ☆15Updated 5 years ago
- This project is for the paper, TEM-NLnet: A Deep Denoising Network for Transient Electromagnetic Signal with Noise Learning☆24Updated 3 years ago
- MATLAB implementation of sparsity-assisted signal denoising and pattern recognition in time-series data☆16Updated 3 years ago
- Robust regularized Extreme Learning Machine (ELM) for regression using Iteratively Reweighted Least Squares (IRLS).☆33Updated 7 years ago
- A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.☆90Updated 6 months ago
- Code for An Adaptive Empirical Bayesian Method for Sparse Deep Learning (NeurIPS'19)☆20Updated 3 years ago
- Kernel Sparse Representation for Time Series Classification☆17Updated 10 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆85Updated 2 years ago
- The WISP (Wave Integrated Signal Processing) repository for analyzing complex wave propogation in guided wave nondestructive testing and …☆17Updated 9 years ago
- Simple MATLAB toolbox for deep learning network: Version 1.0.3☆16Updated 5 years ago
- Matlab Toolbox for Dimensionality Reduction☆34Updated 9 years ago
- ☆10Updated 7 years ago
- Regularized expectation maximization algorithm (Matlab code)☆27Updated 7 years ago
- Tensor methods have emerged as a powerful paradigm for consistent learning of many latent variable models such as topic models, independe…☆17Updated 8 years ago
- Matlab implementation of the EM and MCMC algorithm for SVMs as introduced in the paper "Data augmentation for support vector machines"☆17Updated 10 years ago
- An Algorithm for performing pursuit and dictionary update of the Convolutional Sparse Coding (CSC) model☆31Updated 5 years ago
- MATLAB implementation of Sparse Dictionary Learning algorithms☆8Updated 7 years ago
- Online Sparse Dictionary Learning Algorithm☆31Updated 6 years ago
- matlab code for convex optimization based tensor decomposition (completion/denoising)☆43Updated 10 years ago
- Calculate Tikhonov-regularized, Gauss-Newton nonlinear iterated inversion to solve the damped nonlinear least squares problem (Matlab cod…☆22Updated 9 years ago
- LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms☆10Updated 3 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 8 years ago
- Matlab Code of Bayesian Robust Tensor Factorization☆11Updated 8 years ago
- A MATLAB implementation of a variable projection algorithm for nonlinear least squares problems☆14Updated 6 years ago
- A MATLAB library for sparse representation problems☆100Updated 2 years ago
- A Python implementation of well-known dictionary learning methods.☆75Updated last year
- Use Bayesian Global Optimization to solve inverse problems☆13Updated 9 years ago