GPSat
Getting started
Installation
Command Line Examples
Basic Gaussian process regression (GPR)
Using GPUs to accelerate training and inference
Modelling with local GP experts (Part I): A 1D case study
Modelling with local GP experts (Part II): Using the
LocalExpertOI
API
Inline Example of Local Expert ‘Optimal Interpolation’ on Satellite Data
DataLoader Examples
Bin Data Examples
API Reference
Configuration dataclasses
Local expert optimal interpolation
Models
Base model
Pure python models
Scikit-learn models
GPflow models
GPyTorch models
Postprocessing
Dataloader
Utils
GPSat package
GPSat
Models
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Models
GPSat has a list of pre-implemented models.
Base model
Pure python models
Scikit-learn models
GPflow models
GPyTorch models