magi: A Package for Inference of Dynamic Systems from Noisy and Sparse Data via Manifold-Constrained Gaussian Processes.
Samuel W. K. WongShihao YangS. C. KouPublished in: J. Stat. Softw. (2024)
Keyphrases
- dynamic systems
- sparse data
- gaussian processes
- high dimensional
- covariance function
- gaussian process
- complex systems
- gaussian process regression
- low dimensional
- dynamical systems
- bayesian networks
- bayesian inference
- hyperparameters
- multi task
- parameter space
- high dimensional data
- particle filter
- incomplete data
- latent variables
- data cube
- image classification
- regression model