Man pages for berndbischl/ParamHelpers
Helpers for Parameters in Black-Box Optimization, Tuning and Machine Learning

addOptPathElAdd a new element to an optimization path. optimization path to data.frame.
checkParamSetSanity check expressions of a parameter set.
convertParamSetToIraceConverts a ParamSet object to a parameter object of the irace...
dfRowsToListConvert a data.frame row to list of parameter-value-lists.
discreteNameToValueConvert encoding name(s) to discrete value(s).
discreteValueToNameConvert discrete value(s) to encoding name(s).
dropParamsDrop Params from ParamSet by ids.
evaluateParamExpressionsEvaluates all expressions within a parameter.
filterParamsGet parameter subset of only certain parameters.
generateDesignGenerates a statistical design for a parameter set.
generateDesignOfDefaultsGenerates a design with the defaults of a parameter set.
generateGridDesignGenerates a grid design for a parameter set.
generateRandomDesignGenerates a random design for a parameter set.
getDefaultsReturn defaults of parameters in parameter set.
getLowerGet lower / upper bounds and allowed discrete values for...
getOptPathBestIndexGet index of the best element from optimization path.
getOptPathColGet column from the optimization path.
getOptPathColsGet columns from the optimization path.
getOptPathDOBGet date-of-birth vector from the optimization path.
getOptPathElGet an element from the optimization path.
getOptPathEOLGet end-of-life vector from the optimization path.
getOptPathErrorMessagesGet error-message vector from the optimization path.
getOptPathExecTimesGet exec-time vector from the optimization path.
getOptPathLengthGet the length of the optimization path.
getOptPathParetoFrontGet indices of pareto front of optimization path.
getOptPathXGet data.frame of input points (X-space) referring to the...
getOptPathYGet y-vector or y-matrix from the optimization path.
getParamIdsReturn ids of parameters in parameter set.
getParamLengthsReturn lengths of single parameters or parameters in...
getParamNrReturn number of parameters in set.
getParamSetGet parameter set.
getParamTypeCountsReturns information on the number of parameters of a each...
getParamTypesReturns type information for a parameter set.
getRequirementsReturn all require-expressions of a param set.
getTypeStringsGet parameter type-strings.
hasExpressionCheck if parameter values contain expressions.
hasFiniteBoxConstraintsChecks if a parameter or each parameter of a parameter set...
hasForbiddenCheck parameter set for forbidden region.
hasRequiresCheck parameter / parameter set for requirements /...
hasTrafoCheck parameter / parameter set for trafos.
hasTypeCheck whether parameter set contains a certain type.
isEmptyCheck whether parameter set is empty.
isFeasibleCheck if parameter value is valid.
isForbiddenCheck whether parameter setting lies in forbidden region of...
isRequiresOkCheck if parameter requirements are met.
isSpecialValueIs a given value in the list of special values for a param?
isTypeCheck parameter / parameter set contain ONLY a certain type.
isTypeStringCheck if type string is of certain type.
isVectorCheck parameter / parameter set for vector params.
LearnerParamCreate a description object for a parameter of a machine...
listToDfOneRowConvert a list to a data.frame with one row
makeParamSetConstruct a parameter set.
OptPathCreate optimization path.
ParamCreate a description object for a parameter.
paramValueToStringConvert a value to a string.
plotEAFPlots attainment functions for data stored in multiple...
plotOptPathPlot method for optimization paths.
plotYTracesPlots Y traces of multiple optimization paths
removeMissingValuesRemoves all scalar NAs from a parameter setting list.
renderOptPathPlotFunction for plotting optimization paths.
renderYTracesPlots Y traces of multiple optimization paths
repairPointRepairs values of numeric and integer parameters out side of...
sampleValueSample a random value from a parameter or a parameter set...
sampleValuesSample n random values from a parameter or a parameter set...
setOptPathElDOBSet the dates of birth of parameter values, in-place.
setOptPathElEOLSet the end of life dates of parameter values, in-place.
setValueCNamesSet components names for vector names
trafoOptPathTransform optimization path.
trafoValueTransform a value.
updateParValsInsert par.vals to old ones with meeting requirements
berndbischl/ParamHelpers documentation built on Nov. 12, 2019, 1:10 p.m.