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Bayesian Optimization for Anything (BOA)

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 20 Feb 2023Publisher:Zenodo
Authors: Scyphers, Madeline; Missik, Justine; Paulson, Joel; Bohrer, Gil;
Code repository: https://github.com/madeline-scyphers/boa/tree/0.10.1

doi: 10.5281/zenodo.10059500 , 10.5281/zenodo.8239579 , 10.5281/zenodo.7655353 , 10.5281/zenodo.7812203 , 10.5281/zenodo.8266383 , 10.5281/zenodo.7812375 , 10.5281/zenodo.8259947 , 10.5281/zenodo.8260159 , 10.5281/zenodo.10067681 , 10.5281/zenodo.12797033 , 10.5281/zenodo.8132558 , 10.5281/zenodo.8271308 , 10.5281/zenodo.8292059 , 10.5281/zenodo.8253924 , 10.5281/zenodo.8133009 , 10.5281/zenodo.8280258 , 10.5281/zenodo.8287798 , 10.5281/zenodo.7818417 , 10.5281/zenodo.7655354 , 10.5281/zenodo.8229897 , 10.5281/zenodo.7814764 , 10.5281/zenodo.7814730 , 10.5281/zenodo.7812290 , 10.5281/zenodo.7814894 , 10.5281/zenodo.8432905 , 10.5281/zenodo.12706862 , 10.5281/zenodo.7812327

Bayesian Optimization for Anything (BOA)

Abstract

Bayesian Optimization for Anything: A high-level Bayesian optimization framework and model wrapping tool. It provides an easy-to-use interface between models and the python libraries Ax and BoTorch.

If you use this software, please cite it as below.

Keywords

informatics, modeling, Bayesian optimization

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BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
views
OpenAIRE UsageCountsViews provided by UsageCounts
downloads
OpenAIRE UsageCountsDownloads provided by UsageCounts
2
Average
Average
Average
31
3