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)