MOGPTK: The multi-output Gaussian process toolkit.
Taco de WolffAlejandro CuevasFelipe A. TobarPublished in: Neurocomputing (2021)
Keyphrases
- gaussian process
- gaussian processes
- bayesian framework
- gaussian process regression
- regression model
- approximate inference
- hyperparameters
- model selection
- semi supervised
- latent variables
- gaussian process classification
- gaussian process models
- covariance function
- dynamical model
- expectation propagation
- sparse approximations
- data sets
- marginal likelihood
- random sampling
- missing values
- missing data
- graphical models
- prior knowledge
- lower bound
- data streams