Gaussian Process Models

Simple Machine Learning Models Capable of Modelling Complex Behaviours

Gaussian process models are perhaps one of the less well known machine learning algorithms as compared to more popular ones such as linear regression models, tree based models or perceptron based models. This is unfortunate as Gaussian process models are one of the few machine learning models that can be solved analytically while still being able to model relatively complex systems.

Despite the current relative lack of popularity in …

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