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BatchExperiments (version 1.1)

Statistical experiments on batch computing clusters.

Description

Extends the BatchJobs package to run statistical experiments on batch computing clusters. For further details see the project web page.

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Version

Install

install.packages('BatchExperiments')

Monthly Downloads

2,497

Version

1.1

License

BSD_3_clause + file LICENSE

Issues

5

Pull Requests

2

Stars

17

Forks

5

Maintainer

Michel Lang

Last Published

February 7th, 2014

Functions in BatchExperiments (1.1)

getJobs.ExperimentRegistry

Get jobs (here: experiments) from registry by id.
reduceResultsExperiments

Reduce results into a data.frame with all relevant information.
BatchExperiments

The BatchExperiments package
addExperiments

Add experiemts to the registry.
getIndex

Group experiments.
removeProblem

Remove problem from registry.
getAlgorithmIds

Get ids of algorithms in registry.
ExperimentJob

ExperimentJob
getResultVars

Get variable groups of reduced results.
summarizeExperiments

Summarize selected experiments.
findExperiments

Find ids of experiments that match a query.
generateProblemInstance

Generate dynamic part of problem.
removeExperiments

Remove jobs from registry.
addProblem

Add a problem to registry.
getAlgorithm

Get algorithm from registry by id. The object is loaded from disk.
addAlgorithm

Add an algorithm to registry.
removeAlgorithm

Remove algorithm from registry.
getProblem

Get problem from registry by id.
makeDesign

Create parameter designs for problems and algorithms.
getProblemIds

Get ids of problems in registry.
makeExperimentRegistry

Construct a registry object for experiments.
reduceResultsExperimentsParallel

Reduce very many results in parallel.