PROTOCOL Dashboard — Bayesian Optimization for Cloud Labs
Machine Learning
Optimization
Shiny App
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