ablancha / gpsearchLinks
Bayesian optimization and active learning with likelihood-weighted acquisition functions
☆15Updated last year
Alternatives and similar repositories for gpsearch
Users that are interested in gpsearch are comparing it to the libraries listed below
Sorting:
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- Compressive dynamic mode decomposition with control for compressive system identification☆40Updated 7 years ago
- Polynomial Chaos Expansion Toolbox for MATLAB☆34Updated 2 months ago
- Koopman Mode Decomposition☆73Updated 8 years ago
- Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions v…☆10Updated 6 years ago
- Multi-fidelity Gaussian Process☆27Updated 4 years ago
- ☆28Updated 5 years ago
- Repository to tutorials on the implementation of the Transitional Ensemble Markov Chain Monte Carlo (TEMCMC) sampler for Bayesian Model U…☆20Updated 2 years ago
- A MATLAB implementation of the co-kriging process using the DACE toolbox☆39Updated 8 years ago
- ☆45Updated 4 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆91Updated 5 years ago
- ☆41Updated 7 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆63Updated 5 years ago
- combination of sparse identification of nonlinear dynamics with Akaike information criteria☆16Updated 8 years ago
- Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.☆67Updated 8 years ago
- Bayesian System IDentification☆28Updated 7 years ago
- A Matlab toolbox for stochastic response analysis by DR-PDEE/GE-GDEE☆26Updated 2 years ago
- Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.☆71Updated 8 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- ☆14Updated 3 years ago
- ☆38Updated 2 years ago
- ☆23Updated 3 years ago
- Matlab codes for Arbitrary Polynomial Chaos Expansion☆12Updated 5 years ago
- Computation of invariant manifolds in high-dimensional mechanics problems☆26Updated 2 years ago
- Newer Matlab Implementation of Machine Learning Control☆15Updated last week
- Machine learning of linear differential equations using Gaussian processes☆23Updated 7 years ago
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆49Updated 5 years ago
- In this repository, all the Matlab codes, used for developing my Master Thesis: "Polynomial Chaos Theory: Application to the stability of…☆15Updated 6 years ago
- ☆63Updated 6 years ago
- Dynamic Mode Decomposition (DMD)☆33Updated 3 years ago