mksadoughi / Multi-output-Gaussian-Process
☆13Updated 6 years ago
Alternatives and similar repositories for Multi-output-Gaussian-Process
Users that are interested in Multi-output-Gaussian-Process are comparing it to the libraries listed below
Sorting:
- multivariate Gaussian process regression and multivariate Student-t process regression☆73Updated 3 years ago
- Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.☆72Updated 8 years ago
- Code to implement efficient spatio-temporal Gaussian Process regression via iterative Kalman Filtering. KF is used to resolve the tempora…☆39Updated 6 years ago
- Gaussian Process Regression using GPML toolbox☆35Updated 5 years ago
- Multi-Output Gaussian Process Toolkit☆173Updated last year
- stochastic recursive Gaussian Process (SRGP)☆20Updated 4 years ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- Gaussian Process Model Dynamic System Identification Toolbox for Matlab☆94Updated 7 years ago
- Multi-fidelity Gaussian Process☆26Updated 4 years ago
- Gaussian Processes regression with gaussian kernel implementation.☆26Updated 10 years ago
- Streaming sparse Gaussian process approximations☆65Updated 2 years ago
- Bayesian optimization and active learning with likelihood-weighted acquisition functions☆16Updated 10 months ago
- State-space deep Gaussian processes in Python and Matlab☆30Updated 2 years ago
- GPstuff - Gaussian process models for Bayesian analysis☆174Updated 2 years ago
- matlab code achieving Hierarchical Kriging model (a kind of variable fidelity surrogate, which can be regard as an improved version of co…☆22Updated 5 years ago
- MIVor: An innovative adaptive Kriging approach for efficient problem classification.☆18Updated 5 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆89Updated 5 years ago
- Multiple output Gaussian processes in MATLAB including the latent force model.☆50Updated 9 years ago
- Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.☆63Updated 8 years ago
- GPyTorch Implementation of Online Sparse Gaussian Process Regression☆10Updated last year
- Particle filter-based Gaussian process optimisation for parameter inference☆11Updated 7 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆35Updated last year
- Heterogeneous Multi-output Gaussian Processes☆52Updated 5 years ago
- Matlab source code for the SONIG algorithm: Sparse Online Noisy-Input Gaussian process regression.☆28Updated 7 years ago
- This Matlab files are used to demonstrate on how to perform Reliability-based Design Optimization (RBDO) using FERUM. Two approaches are …☆13Updated last year
- Kriging for Analysis, Design optimization, And expLoration (KADAL)☆19Updated 3 years ago
- 高斯过程回归☆78Updated 2 years ago
- Reliability-based Design Optimization☆9Updated last year
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆37Updated 8 years ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆32Updated last year