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☆49Updated 8 years ago
- Python interface for SPAMS (SPArse Modeling Software)☆21Updated 11 months ago
- A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.☆91Updated 5 months ago
- 压缩感知 omp算法☆11Updated 6 years ago
- ☆15Updated 5 years ago
- MATLAB implementation of sparsity-assisted signal denoising and pattern recognition in time-series data☆16Updated 4 years ago
- Code accompanying the paper "Complex-valued neural networks for machine learning on non-stationary physical data".☆31Updated 4 years ago
- Based on M.E.Tipping. Sparse Bayesian Learning and the Relevance Vector Machine. JMLR, 1:211-244, 2001☆25Updated 9 years ago
- Generalized Discriminant Analysis (GDA) - non-linear feature dimensionality reduction technique☆20Updated 9 years ago
- Horizontal Synchrosqueezing Transform: Algorithm and Applications☆15Updated 5 years ago
- A MATLAB library for sparse representation problems☆104Updated 3 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
- Implementation of Wavelet Transform layer for denoising.☆24Updated 6 years ago
- Extreme Learning Machine implemented in Pytorch☆103Updated 7 years ago
- Solving ill-posed inverse problems using iterative deep neural networks☆97Updated 3 years ago
- DTW算法的MATLAB实现☆26Updated last year
- Pytorch implementation of "DeepFlow: History Matching in the Space of Deep Generative Models"☆34Updated 6 years ago
- Linear Discriminant Analysis based on Matlab☆18Updated 9 years ago
- Complex-valued Convolutional Neural Networks☆28Updated 5 years ago
- Feature fusion using Discriminant Correlation Analysis (DCA)☆65Updated 5 years ago
- The WISP (Wave Integrated Signal Processing) repository for analyzing complex wave propogation in guided wave nondestructive testing and …☆18Updated 10 years ago
- Repo containing a copy of mcbench benchmarks☆113Updated 7 years ago
- A MATLAB toolbox for classifier: Version 1.0.7☆88Updated 2 years ago
- High-Order Synchrosqueezing Transform for Multicomponent Signals Analysis☆34Updated 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☆43Updated 9 years ago
- Data and code for the paper "Deep, complex, invertible networks for inversion of transmission effects in multimode optical fibres" publis…☆19Updated 6 years ago
- DICTOL - A Dictionary Learning Toolbox in Matlab and Python☆194Updated 4 years ago
- This project is for the paper, TEM-NLnet: A Deep Denoising Network for Transient Electromagnetic Signal with Noise Learning☆27Updated 3 years ago
- This is a tutorial on creating a deep convolutional autoencoder with tensorflow.☆60Updated 8 years ago