Gaussian Process for Machine Learning¶
Examples concerning the sklearn.gaussian_process
module.

Comparison of kernel ridge and Gaussian process regression
Comparison of kernel ridge and Gaussian process regression

Gaussian Processes regression: basic introductory example
Gaussian Processes regression: basic introductory example

Gaussian process classification (GPC) on iris dataset
Gaussian process classification (GPC) on iris dataset

Gaussian process regression (GPR) on Mauna Loa CO2 data
Gaussian process regression (GPR) on Mauna Loa CO2 data

Gaussian process regression (GPR) with noise-level estimation
Gaussian process regression (GPR) with noise-level estimation

Illustration of Gaussian process classification (GPC) on the XOR dataset
Illustration of Gaussian process classification (GPC) on the XOR dataset

Illustration of prior and posterior Gaussian process for different kernels
Illustration of prior and posterior Gaussian process for different kernels

Iso-probability lines for Gaussian Processes classification (GPC)
Iso-probability lines for Gaussian Processes classification (GPC)

Probabilistic predictions with Gaussian process classification (GPC)
Probabilistic predictions with Gaussian process classification (GPC)