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Deep Gaussian Processes for Multi-fidelity Bayesian Optimization

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MOBOCMF

This repository contains the base code for JESMOCMF.

Example usage

To see an example, go to the folder example/toy_synthetic_2D_JESMOCMF folder and run the toy_synthetic_2D_JESMOCMF.py file. These are the commands in your terminal:

cd example/toy_synthetic_2D_JESMOCMF
python toy_synthetic_2D_JESMOCMF.py

Requirements:

  • botorch: >= 0.9.0

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Deep Gaussian Processes for Multi-fidelity Bayesian Optimization

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