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PROTOCOL Dashboard — Bayesian Optimization for Cloud Labs

Overview

This interactive dashboard accompanies our paper:

Asynchronous parallel Bayesian optimization for AI-driven cloud laboratories Trevor S Frisby, Zhiyun Gong, Christopher James Langmead Bioinformatics, Volume 37, Issue Supplement_1, July 2021, Pages i451–i459 https://doi.org/10.1093/bioinformatics/btab291

The dashboard lets you:

• Run PROTOCOL — PaRallel OptimizaTiOn for CLoud Laboratories
• Compare with other Bayesian optimization algorithms
• Visualize optimization progress and results
• Experiment with different simulated lab settings

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Live App