alshedivat / gpmlLinks
An up-to-date version of GPML library.
☆37Updated 6 years ago
Alternatives and similar repositories for gpml
Users that are interested in gpml are comparing it to the libraries listed below
Sorting:
- Scalable Gaussian Process Regression with Derivatives☆38Updated 6 years ago
- GPstuff - Gaussian process models for Bayesian analysis☆175Updated 2 years ago
- Matlab implementations of Gaussian processes and other machine learning tools.☆140Updated 8 years ago
- Streaming sparse Gaussian process approximations☆67Updated 2 years ago
- GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data☆48Updated 4 years ago
- Code to implement efficient spatio-temporal Gaussian Process regression via iterative Kalman Filtering. KF is used to resolve the tempora…☆40Updated 7 years ago
- Bayesian Filtering & Smoothing demos☆19Updated 5 years ago
- Infinite-horizon Gaussian processes☆33Updated 4 years ago
- Nonlinear Sigma-Point Kalman Filters based on Bayesian Quadrature☆13Updated 3 years ago
- Sparse Spectrum Gaussian Process Regression☆23Updated 5 years ago
- I am in [research] stepped in so far that, should I wade no more, Returning were as tedious as go o'er. -MacBeth☆185Updated 11 years ago
- ☆15Updated 6 years ago
- Official documentation☆30Updated 4 years ago
- Multiple output Gaussian processes in MATLAB including the latent force model.☆51Updated 9 years ago
- Python Library for Particle based estimation methods☆63Updated 6 years ago
- code for "Efficient Optimization for Sparse Gaussian Process Regression"☆21Updated 11 years ago
- Companion code in JAX for the paper Parallel Iterated Extended and Sigma-Point Kalman Smoothers.☆27Updated 11 months ago
- Gaussian process code in C++ including some implementations of GP-LVM and IVM.☆70Updated 3 years ago
- Matlab source code for the SONIG algorithm: Sparse Online Noisy-Input Gaussian process regression.☆28Updated 7 years ago
- Gaussian Process Model Dynamic System Identification Toolbox for Matlab☆94Updated 7 years ago
- This repository contains the source code for “Unscented Kalman filter stochastic nonlinear model predictive control” (UKF-SNMPC).☆58Updated 2 years ago
- Code repo for "Kernel Interpolation for Scalable Online Gaussian Processes"☆62Updated 4 years ago
- stochastic recursive Gaussian Process (SRGP)☆20Updated 4 years ago
- Companion Matlab and Python codes for the book Bayesian Filtering and Smoothing by Simo Särkkä and Lennart Svensson☆73Updated last year
- [ICML 2017] Robust estimation of mean and covariance in high dimensions☆33Updated 4 years ago
- Matlab library for directional statistics and directional estimation☆57Updated last year
- Extended Kalman filter for training neural-networks☆93Updated 4 years ago
- Reference implementation of Optimistic Expected Improvement.☆49Updated 5 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆76Updated 3 years ago
- Riemannian stochastic optimization algorithms: Version 1.0.3☆64Updated 2 years ago