rtaormina / ELM_MatlabClass
Fast OOP MATLAB® implementation of Extreme Learning Machines for both regression and binary classification problems.
☆12Updated 8 years ago
Alternatives and similar repositories for ELM_MatlabClass:
Users that are interested in ELM_MatlabClass are comparing it to the libraries listed below
- MATLAB code for Relevance Vector Machine using SB2_Release_200.☆56Updated 2 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆38Updated 7 years ago
- Ensemble Learning Toolbox☆16Updated 4 years ago
- BILSTM,GRU,LSTM☆15Updated 8 months ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆33Updated last year
- MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3☆52Updated 6 years ago
- Gaussian process regression algorithms for nonlinear system state prediciton☆13Updated 9 years ago
- Fault prognosis using LSTM and CNN☆17Updated 2 years ago
- Bayesian System IDentification☆28Updated 7 years ago
- Gaussian Process Regression using GPML toolbox☆34Updated 4 years ago
- The project uses a nonlinear autoregressive exogenous (NARX), model to make time-series prediction on data obtained from drive cycling te…☆32Updated 2 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
- Code to implement efficient spatio-temporal Gaussian Process regression via iterative Kalman Filtering. KF is used to resolve the tempora…☆38Updated 6 years ago
- ☆15Updated 5 years ago
- LSTM model for advanced prediction of variations in climate data☆19Updated 2 years ago
- Compact Matlab code for the computation of the 1- and 2-Wasserstein distances in 1D☆42Updated 10 months ago
- Matlab code to compare the performance of principal component regression, linear regression and ridge regression☆10Updated 8 years ago
- Matlab codes for support vector regression (SVR) and revelance vector regression (RVR) analysis with cross validation to evaluate the pre…☆22Updated 4 years ago
- Matlab implementation of a Generative Adversarial Network☆22Updated 6 years ago
- Improve Deep Learning based CNN & Extreme Learning Machine With Particle Swarm Optimization (Deep PSO) For Classification☆17Updated last year
- Variable Time Reconstruction based modeling framework for soft sensor development☆13Updated 4 years ago
- Robust regularized Extreme Learning Machine (ELM) for regression using Iteratively Reweighted Least Squares (IRLS).☆33Updated 7 years ago
- 1D synchrosqueezed wave packet transforms (SSWPT): Analyzing instantaneous properties (instantaneous frequencies, phases and amplitude…☆51Updated 6 years ago
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆17Updated 2 years ago
- MCMC, Differential Evolution Markov Chain, Ensemble Kalman filter, Approximate Bayesian Computing-Population Monte Carlo, and modeling av…☆36Updated 9 years ago
- Wind speed prediction using machine learning algorithms and time-series models☆11Updated 9 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 4 years ago
- Programs related with multicomponent signal denoising based on STFT☆9Updated 7 years ago
- Implementation of an LSTM network in MATLAB that predicts future power consumptions of 3 zones in Tetuan City.☆15Updated 2 years ago
- MATLAB Kernel PCA: PCA with training data , projection of new data☆24Updated 3 years ago