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
- Matlab implementation of the Adam stochastic gradient descent optimisation algorithm☆56Updated 7 years ago
- MATLAB implementation of sparsity-assisted signal denoising and pattern recognition in time-series data☆16Updated 3 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
- Regularized K-SVD Algorithm☆44Updated 7 years ago
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆52Updated 6 years ago
- ☆15Updated 5 years ago
- Source code for the paper "Multi-dimensional Sparse Super-resolution"☆16Updated 6 years ago
- Familiarization with Higher Order Statistics (Spectra) and ARMA (Autoregressive Moving Average) models. Time Frequency Analysis technique…☆10Updated 3 years ago
- Scalable sparse Bayesian learning for large CS recovery problems☆23Updated 3 years ago
- MATLAB library for working with alpha stable distributions☆28Updated 10 years ago
- ☆26Updated 6 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
- Matlab library for gradient descent algorithms: Version 1.0.1☆68Updated 6 years ago
- Mutual Information measures using kNN for both continuous and categorical (discrete) variables [Matlab code]☆19Updated 4 years ago
- Matlab Inversion Collection, including iterative methods and global optimization methods.☆17Updated 4 years ago
- Tutorials and examples of advanced sampling methods for solving Bayesian Model Updating Problems☆17Updated 6 months ago
- A fast sparse Bayesian learning algorithm based on gaussian scale mixture model for regression problem☆34Updated 2 years ago
- MATLAB Master Folder. Contains subjects including Digital Signal Processing, Wireless Communication Systems, Beamforming, and Adaptive Fi…☆27Updated 7 years ago
- This is a very simple denoising code for seismic data. It contains two different basic thresholding functions and works in continuous wav…☆17Updated 6 years ago
- Frank-Wolfe算法和梯度投影法MATLAB实现☆14Updated 2 years ago
- 1D synchrosqueezed wave packet transforms (SSWPT): Analyzing instantaneous properties (instantaneous frequencies, phases and amplitude…☆51Updated 7 years ago
- ☆14Updated 8 years ago
- Generalized Discriminant Analysis (GDA) - non-linear feature dimensionality reduction technique☆19Updated 8 years ago
- A solver for large-scale sparse least squares☆110Updated 4 years ago
- Bayesian Compressive Sensing and Multi-task Compressive Sensing☆83Updated 8 years ago
- In oceanic remote sensing operations, underwater acoustic target recognition is always a difficult and extremely important task of sonar …☆55Updated 3 years ago
- The ASTRES Toolbox for Mode Extraction of Non-Stationary Multicomponent Signals☆41Updated 7 years ago
- This is the Matlab code for the paper: "Minimization of transformed L1 penalty: theory, difference of convex function algorithm, and robu…☆12Updated 5 years ago
- My implementation of the Fast Iterative Shrinkage Thresholding Algorithm.☆12Updated 7 years ago