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Robust Bayesian Optimization
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Robust Bayesian Optimization
¶
Contents:
Installation
Dependencies
How to install RoBO
Basic Usage
RoBO in a few lines of code
Bayesian optimization with RoBO
Defining an objective function
Building a model
Creating the Acquisition Function
Maximizing the acquisition function
Putting it all together
Saving output
Implementing the Bayesian optimization loop
Modules
Task
Models
Acquisition functions
Maximizers
Solver
Advanced
REMBO
Bayesian optimization with MCMC sampling of the GP’s hyperparameters
Indices and tables
¶
Index
Module Index
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