Gaussian Process for Machine Learning#
Examples concerning the sklearn.gaussian_process
module.
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Ability of Gaussian process regression (GPR) to estimate data noise-level
Ability of Gaussian process regression (GPR) to estimate data noise-level
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Comparison of kernel ridge and Gaussian process regression
Comparison of kernel ridge and Gaussian process regression
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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)
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Gaussian Processes regression: basic introductory example
Gaussian Processes regression: basic introductory example
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Gaussian process classification (GPC) on iris dataset
Gaussian process classification (GPC) on iris dataset
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Illustration of Gaussian process classification (GPC) on the XOR dataset
Illustration of Gaussian process classification (GPC) on the XOR dataset
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Illustration of prior and posterior Gaussian process for different kernels
Illustration of prior and posterior Gaussian process for different kernels
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Iso-probability lines for Gaussian Processes classification (GPC)
Iso-probability lines for Gaussian Processes classification (GPC)
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Probabilistic predictions with Gaussian process classification (GPC)
Probabilistic predictions with Gaussian process classification (GPC)