Matlab implementations of Gaussian processes and other machine learning tools.
☆147Jun 16, 2017Updated 9 years ago
Alternatives and similar repositories for GPmat
Users that are interested in GPmat are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Gaussian Processes in matlab☆93Sep 14, 2021Updated 4 years ago
- Multiple output Gaussian processes in MATLAB including the latent force model.☆52Nov 21, 2015Updated 10 years ago
- Fork of NETLAB toolbox written by Ian T. Nabney.☆19Dec 30, 2015Updated 10 years ago
- Bayesian GPLVM in MATLAB and R☆77Jun 16, 2017Updated 9 years ago
- Tutorial on Gaussian Processes☆67Feb 20, 2020Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Matlab source code for the SONIG algorithm: Sparse Online Noisy-Input Gaussian process regression.☆29Sep 24, 2017Updated 8 years ago
- Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.☆73May 10, 2017Updated 9 years ago
- Gaussian processes framework in python☆2,159Updated this week
- ☆11Feb 6, 2018Updated 8 years ago
- Gaussian process code in C++ including some implementations of GP-LVM and IVM.☆71Sep 16, 2021Updated 4 years ago
- A collection of Gaussian process models☆30Aug 17, 2017Updated 8 years ago
- Gaussian Process Model Dynamic System Identification Toolbox for Matlab☆93Sep 7, 2017Updated 8 years ago
- Package for fitting Gaussian Process Emulators to multiple output computer simulation results.☆55Oct 18, 2023Updated 2 years ago
- Fully nonstationary, heteroscedastic GP for Matlab☆16Jul 25, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Gaussian process regression code.☆25Apr 24, 2014Updated 12 years ago
- ☆16Oct 18, 2024Updated last year
- Variational Fourier Features☆88Jun 16, 2021Updated 5 years ago
- This repository contains the MATLAB codes for the time-series prediction using (i) MMSE forecast of ARIMA models (ii) Kalman filter appro…☆21Dec 10, 2019Updated 6 years ago
- Gaussian processes in TensorFlow☆1,915Updated this week
- Infinite-horizon Gaussian processes☆33Sep 28, 2020Updated 5 years ago
- Batch and incremental Sparse Spectrum Gaussian Process for Regression☆10Mar 16, 2021Updated 5 years ago
- Multi-task Gaussian Process☆45Jan 20, 2015Updated 11 years ago
- simple MATLAB code for randomized matrix computation☆23Nov 13, 2015Updated 10 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆17Jul 29, 2022Updated 4 years ago
- Hierarchical Gaussian process latent variable model.☆18May 19, 2021Updated 5 years ago
- Learning unknown ODE models with Gaussian processes☆28Jul 30, 2018Updated 8 years ago
- Gaussian process regression algorithms for nonlinear system state prediciton☆13Jun 27, 2015Updated 11 years ago
- Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.☆34Mar 24, 2017Updated 9 years ago
- code for "Efficient Optimization for Sparse Gaussian Process Regression"☆21Nov 15, 2013Updated 12 years ago
- Project for the course "Statistical Learning and Stochastic Control" at University of Stuttgart☆233Sep 24, 2020Updated 5 years ago
- Nonlinear Sigma-Point Kalman Filters based on Bayesian Quadrature☆12Aug 10, 2021Updated 5 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆71May 26, 2020Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Continual Gaussian Processes☆32Jul 6, 2023Updated 3 years ago
- Dirichlet process mixture model code in Matlab. Sampling and variational.☆72Nov 4, 2012Updated 13 years ago
- Cross-platform figure export from Matlab to SVG, PDF, PNG, etc. preserving transparency☆41May 6, 2025Updated last year
- Stable Gaussian Process based Tracking Control of Euler-Lagrange Systems☆13Nov 4, 2019Updated 6 years ago
- Outlier Detection for Text Data☆24Jan 3, 2017Updated 9 years ago
- ICML 2017. Kernel-based adaptive linear-time independence test.☆18Mar 17, 2022Updated 4 years ago
- Gabriel Peyré. Entropic Approximation of Wasserstein Gradient Flows. SIAM Journal on Imaging Sciences, 8(4), pp. 2323–2351, 2015☆18Jan 7, 2017Updated 9 years ago