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CallEshotgun (version 0.2.0)

Providing an Interface to the e-Shotgun Algorithm for Bayesian Optimization

Description

A set of tools for the usage of the e-shotgun algorithm for Bayesian optimization. The e-shotgun was originally developed by "George De Ath, Richard M. Everson, Jonathan E. Fieldsend, and Alma A. M. Rahat. 2020. e-shotgun : e-greedy Batch Bayesian Optimisation. In Genetic and Evolutionary Computation Conference (GECCO <80><99>20), July 8<80><93>12, 2020, Cancn, Mexico. ACM, New York, NY, USA, 9 pages." .

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Version

Install

install.packages('CallEshotgun')

Monthly Downloads

44

Version

0.2.0

License

MIT + file LICENSE

Maintainer

Lennard Reese

Last Published

August 20th, 2021

Functions in CallEshotgun (0.2.0)

modifiedLevy

modifiedlevy
modifiedschwef

modifiedschwef
sphere

sphere
runSampleOpt

runSampleOpt
branin

branin
callEshotgun

Call the e-shotgun Version 1 with Pareto front selection function in python
schwef

schwef
levy

levy
checkLibraries

Check for required Library and Python Packages
egg

egg
callEshotgunV2

Call the e-shotgun version 2 with random selection function in python
modifiedBranin

modifiedBranin
modifiedEgg

modifiedEgg