jrvmalik / gradient-descent
A MATLAB package for numerous gradient descent optimization methods, such as Adam and RMSProp.
☆25Updated 5 years ago
Alternatives and similar repositories for gradient-descent:
Users that are interested in gradient-descent are comparing it to the libraries listed below
- Nonlinear optimization for MATLAB.☆28Updated 4 years ago
- Scalable sparse Bayesian learning for large CS recovery problems☆23Updated 3 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆53Updated 6 years ago
- A fast sparse Bayesian learning algorithm based on gaussian scale mixture model for regression problem☆34Updated 2 years ago
- Codes related to our paper "Sparse Polynomial Chaos Expansions via D-optimal Designs and Compressed Sensing." https://www.sciencedirect.…☆20Updated 5 years ago
- The GitHub repository for the paper "A method for magnetotelluric data processing based on sparsity adaptive stage-wise orthogonal matchi…☆9Updated last year
- Bayesian Compressive Sensing and Multi-task Compressive Sensing☆85Updated 9 years ago
- Bayesian Convolutional Neural Networks for Compressed Sensing Restoration☆18Updated 6 years ago
- This is the Matlab code for the paper: "Minimization of transformed L1 penalty: theory, difference of convex function algorithm, and robu…☆12Updated 6 years ago
- ☆26Updated 6 years ago
- Magnetic resonance imaging (MRI) images are known to be sparse. This is an implementation using non-convex penalty function that encourag…☆19Updated 5 years ago
- MATLAB implementation of sparsity-assisted signal denoising and pattern recognition in time-series data☆16Updated 3 years ago
- Bayesian Group-sparse Compressed Sensing Toolbox (FG 2015)☆44Updated 7 years ago
- Regularized K-SVD Algorithm☆45Updated 7 years ago
- Optimization Problems Toolbox☆13Updated 3 months ago
- Compact Matlab code for the computation of the 1- and 2-Wasserstein distances in 1D☆43Updated 11 months ago
- An ADMM + Compressed Sensing algorithm to estimate a low-rank sparse matrix☆30Updated 6 years ago
- A MATLAB library for sparse representation problems☆101Updated 2 years ago
- This MATLAB code demonstrates the application of L1 optimization, L2 optimization, and Orthogonal Matching Pursuit (OMP) for the reconstr…☆13Updated 4 months ago
- Matlab implementation of a Generative Adversarial Network☆23Updated 7 years ago
- Image to Image Translation Using Generative Adversarial Networks☆31Updated 4 years ago
- The ASTRES Toolbox for Mode Extraction of Non-Stationary Multicomponent Signals☆41Updated 7 years ago
- Sparse signal recovery via generalized entropy functions minimization☆11Updated 5 years ago
- The source codes for the paper "Fast l1-l2 minimization via a proximal operator”☆24Updated 4 years ago
- Image Reconstruction Using Compressive Sensing☆20Updated 5 years ago
- 压缩感知中迂回式匹配追踪算法☆23Updated 8 years ago
- Whale Optimization Algorithm used to train Neural Network☆20Updated 8 years ago
- Distributed Compressive Sensing: A Deep Learning Approach☆69Updated 7 years ago
- Matlab library for gradient descent algorithms: Version 1.0.1☆68Updated 6 years ago
- MATLAB package of iterative regularization methods and large-scale test problems. This software is described in the paper "IR Tools: A MA…☆91Updated 2 years ago