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Bayesian Optimization using Gaussian Process: Implementation from Scratch

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Bayesian optimization of a 1D analytical function:

Bayesian optimization of a 2D analytical function (negative Branin-Hoo function):

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Bayesian Optimization using Gaussian Process: Implementation from Scratch.

machine-learning neural-network gaussian-processes bayesian-optimization hyperparameter-tuning maximum-likelihood-estimation acquisition-functions

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