gpstuff-dev / gpstuffLinks
GPstuff - Gaussian process models for Bayesian analysis
☆175Updated 2 years ago
Alternatives and similar repositories for gpstuff
Users that are interested in gpstuff are comparing it to the libraries listed below
Sorting:
- Multiple output Gaussian processes in MATLAB including the latent force model.☆51Updated 9 years ago
- multivariate Gaussian process regression and multivariate Student-t process regression☆73Updated 4 years ago
- Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.☆32Updated 8 years ago
- Matlab implementations of Gaussian processes and other machine learning tools.☆140Updated 8 years ago
- Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB☆224Updated 2 years ago
- Deep Gaussian Processes in matlab☆93Updated 3 years ago
- Matlab interface to Stan, a package for Bayesian inference☆83Updated 2 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 10 years ago
- Streaming sparse Gaussian process approximations☆66Updated 2 years ago
- Kernel structure discovery research code - likely to be unstable☆190Updated 9 years ago
- Variational Gaussian Process State-Space Models☆24Updated 9 years ago
- ☆235Updated 7 years ago
- Bayesian Data Analysis demos for Matlab/Octave☆64Updated 5 years ago
- Deep Gaussian Processes in Python☆234Updated 4 years ago
- Heterogeneous Multi-output Gaussian Processes☆52Updated 5 years ago
- GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data☆48Updated 4 years ago
- Bayesian optimization in high-dimensions via random embedding.☆114Updated 11 years ago
- An up-to-date version of GPML library.☆36Updated 6 years ago
- Code to implement efficient spatio-temporal Gaussian Process regression via iterative Kalman Filtering. KF is used to resolve the tempora…☆39Updated 7 years ago
- ☆15Updated 8 years ago
- Tutorial on Gaussian Processes☆62Updated 5 years ago
- Bayesian System IDentification☆28Updated 7 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆76Updated 3 years ago
- Multi-task Gaussian Process☆43Updated 10 years ago
- Bayesian Gaussian mixture models in Python.☆63Updated 2 years ago
- Nonparametric Bayesian Inference for Sequential Data. Includes state-of-the-art MCMC inference for Beta process Hidden Markov Models (BP…☆78Updated 7 years ago
- Parametric Gaussian Process Regression for Big Data☆45Updated 5 years ago
- Code for the paper 'Efficient Variational Inference for Gaussian Process Regression Networks'☆22Updated 11 years ago
- ☆96Updated 6 years ago
- Sequential Monte Carlo working on top of pymc☆50Updated 6 years ago