Gaussian Process for Machine Learning#
Examples concerning the sklearn.gaussian_process module.
Ability of Gaussian process regression (GPR) to estimate data noise-level
Ability of Gaussian process regression (GPR) to estimate data noise-level
Comparison of kernel ridge and Gaussian process regression
Comparison of kernel ridge and Gaussian process regression
Forecasting of CO2 level on Mona Loa dataset using Gaussian process regression (GPR)
Forecasting of CO2 level on Mona Loa dataset using Gaussian process regression (GPR)
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
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)