Machine Learning
Gaussian Process Regression
. In this notebook, Gaussian Process Regression is performed based on perfect and noisy data in order to show the basic principles behind the process.
2021-11-04
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. In this notebook, Gaussian Process Regression is performed based on perfect and noisy data in order to show the basic principles behind the process.
The following notebook performs simple and multivariate linear regression for an air pollution dataset, comparing the results of a maximum-likelihood regression with a manual gradient descent implementation.