API for mlr-org/mlrMBO
Bayesian Optimization and Model-Based Optimization of Expensive Black-Box Functions
| Global functions | |
|---|---|
| .onLoad | Source code |
| MBOControl | Man page |
| MBOInfillCrit | Man page |
| MBOMultiObjResult | Man page |
| MBOSingleObjResult | Man page |
| OptProblem | Man page |
| OptResult | Man page |
| OptState | Man page |
| addApproxMBO | Source code |
| addGgsToGgplot | Source code |
| addParegoWeightLines | Source code |
| buildTrafoList | Source code |
| calculateGap | Source code |
| checkAndRepairNegativeValues | Source code |
| checkFailedModels | Source code |
| checkInitDesign | Source code |
| checkLearner | Source code |
| checkPredictionData | Source code |
| checkStuff | Source code |
| chooseFinalPoint | Source code |
| combWithSum | Source code |
| convertToDesign | Source code |
| createBasicSpacePlot | Source code |
| createSinglePointControls | Source code |
| crit.aei | Man page |
| crit.cb | Man page |
| crit.cb1 | Man page |
| crit.cb2 | Man page |
| crit.dib1 | Man page |
| crit.ei | Man page |
| crit.eqi | Man page |
| crit.mr | Man page |
| crit.se | Man page |
| deepCopyOptPath | Source code |
| distToNB | Source code |
| distToNN | Source code |
| error_handling | Man page |
| evalCritFunForMultiObjModels | Source code |
| evalFinalPoint | Source code |
| evalMBODesign.OptState | Source code |
| evalProposedPoints.OptState | Source code |
| evalTargetFun.OptState | Source code |
| evaluate | Source code |
| exampleRun | Man page Source code |
| exampleRunMultiObj | Man page Source code |
| fillBackgroundWithInfillCrit | Source code |
| filterProposedPoints | Source code |
| finalizeMboLoop | Source code |
| finalizeSMBO | Man page Source code |
| generateParEgoDf | Source code |
| generateParEgoDfData | Source code |
| getColorPalette | Source code |
| getDominatedHV | Source code |
| getEffectiveBestPoint | Source code |
| getEvals | Source code |
| getExtras | Source code |
| getFileBackupName | Source code |
| getGlobalOpt | Man page Source code |
| getGlobalOptString | Source code |
| getHyperParsString2 | Source code |
| getHypervolumeContributions | Source code |
| getIDX | Source code |
| getInfillCritGrid | Source code |
| getInfillOptFunction | Source code |
| getLeafLearner | Source code |
| getMBOInfillCrit | Man page |
| getMBOInfillCritComponents | Man page Source code |
| getMBOInfillCritDummyComponents | Source code |
| getMBOInfillCritId | Man page Source code |
| getMBOInfillCritMultiplier | Source code |
| getMBOInfillCritName | Man page Source code |
| getMBOInfillCritParam | Man page Source code |
| getMBOInfillCritParams | Man page Source code |
| getNonDominatedPoints | Source code |
| getOptProblemAllPossibleWeights | Source code |
| getOptProblemControl | Source code |
| getOptProblemDesign | Source code |
| getOptProblemFun | Source code |
| getOptProblemLearner | Source code |
| getOptProblemMoreArgs | Source code |
| getOptProblemParSet | Source code |
| getOptProblemShowInfo | Source code |
| getOptResultMboResult | Source code |
| getOptResultResampleResults | Source code |
| getOptResultStoredModels | Source code |
| getOptStateDesigns | Source code |
| getOptStateFinalPoints | Source code |
| getOptStateLoop | Source code |
| getOptStateLoopStarttime | Source code |
| getOptStateModels | Source code |
| getOptStateOptPath | Source code |
| getOptStateOptProblem | Source code |
| getOptStateOptResult | Source code |
| getOptStateProgress | Source code |
| getOptStateRandomSeed | Source code |
| getOptStateShouldSave | Source code |
| getOptStateState | Source code |
| getOptStateTasks | Source code |
| getOptStateTermination | Source code |
| getOptStateTimeLastSaved | Source code |
| getOptStateTimeModel | Source code |
| getOptStateTimeUsed | Source code |
| getOptStateValidStates | Source code |
| getOptStateValidTerminationStates | Source code |
| getPlotData | Source code |
| getRandomSeed | Source code |
| getSupportedInfillOptFunctions | Man page Source code |
| getSupportedMultipointInfillOptFunctions | Man page Source code |
| getWorstExtremePoint | Source code |
| hasRequiresInfillCritStandardError | Man page Source code |
| infillOptCMAES | Source code |
| infillOptEA | Source code |
| infillOptFocus | Source code |
| infillOptMultiObjNSGA2 | Source code |
| infillcrits | Man page |
| initCrit | Man page Source code |
| initCrit.InfillCritAdaCB | Source code |
| initCrit.InfillCritCB | Source code |
| initCrit.default | Source code |
| initCritOptDirection | Source code |
| initOptProblem | Source code |
| initSMBO | Man page Source code |
| isDominated | Source code |
| isSimpleNumeric | Source code |
| joinProposedPoints | Source code |
| loadOptState | Source code |
| loadOptState.OptProblem | Source code |
| loadOptState.character | Source code |
| loadPackages | Source code |
| makeMBOControl | Man page Source code |
| makeMBOInfillCrit | Man page Source code |
| makeMBOInfillCritAEI | Man page Source code |
| makeMBOInfillCritAdaCB | Man page Source code |
| makeMBOInfillCritCB | Man page Source code |
| makeMBOInfillCritDIB | Man page Source code |
| makeMBOInfillCritEI | Man page Source code |
| makeMBOInfillCritEQI | Man page Source code |
| makeMBOInfillCritMeanResponse | Man page Source code |
| makeMBOInfillCritStandardError | Man page Source code |
| makeMBOLearner | Man page Source code |
| makeMBOOptPath | Source code |
| makeMBOResult.OptState | Source code |
| makeMBOTerminationMaxBudget | Source code |
| makeMBOTerminationMaxEvals | Source code |
| makeMBOTerminationMaxExecBudget | Source code |
| makeMBOTerminationMaxIter | Source code |
| makeMBOTerminationTargetFunValue | Source code |
| makeMBOTrafoFunction | Man page Source code |
| makeOptProblem | Source code |
| makeOptResult | Source code |
| makeOptState | Source code |
| makeOptStateMboResult | Source code |
| makeProposal | Source code |
| makeTaskSingleObj | Source code |
| makeTasks | Source code |
| makeTasksMultiObj | Source code |
| makeTasksParEGO | Source code |
| makeXPlot | Source code |
| makeYPlot | Source code |
| mbo | Man page Source code |
| mboContinue | Man page Source code |
| mboFinalize | Man page Source code |
| mboFinalize2 | Source code |
| mboTemplate | Source code |
| mboTemplate.OptProblem | Source code |
| mboTemplate.OptState | Source code |
| mbo_OptPath | Man page |
| mbo_default_learner | Man page |
| mbo_parallel | Man page |
| measureTime | Source code |
| mlrMBO_examples | Man page |
| nds_1d_selection | Source code |
| plot.MBOMultiObjResult | Man page Source code |
| plot.MBOSingleObjResult | Man page Source code |
| plot.OptState | Man page Source code |
| plotExampleRun | Man page Source code |
| plotMBOResult | Man page |
| print.MBOControl | Man page Source code |
| print.MBOExampleRun | Source code |
| print.MBOExampleRunMultiObj | Source code |
| print.MBOInfillCrit | Source code |
| print.MBOMultiObjResult | Source code |
| print.MBOResult | Source code |
| print.OptProblem | Source code |
| print.OptState | Source code |
| proposePoints | Man page Source code |
| proposePointsByInfillOptimization | Source code |
| proposePointsConstantLiar | Source code |
| proposePointsDIB | Source code |
| proposePointsMOIMBO | Source code |
| proposePointsMSPOT | Source code |
| proposePointsParEGO | Source code |
| proposePointsParallelCB | Source code |
| proposePointsRandom | Source code |
| recodeTypes | Source code |
| renderExampleRunPlot | Man page Source code |
| renderExampleRunPlot.MBOExampleRun | Source code |
| renderExampleRunPlot.MBOExampleRunMultiObj | Source code |
| renderExampleRunPlot1d | Source code |
| renderExampleRunPlot2d | Source code |
| saveOptState | Source code |
| setMBOControlInfill | Man page Source code |
| setMBOControlMultiObj | Man page Source code |
| setMBOControlMultiPoint | Man page Source code |
| setMBOControlTermination | Man page Source code |
| setOptProblemAllPossibleWeights | Source code |
| setOptProblemDesign | Source code |
| setOptResultMboResult | Source code |
| setOptResultResampleResults | Source code |
| setOptResultStoredModels | Source code |
| setOptStateLoop | Source code |
| setOptStateLoopStarttime | Source code |
| setOptStateModels | Source code |
| setOptStateProgress | Source code |
| setOptStateRandomSeed | Source code |
| setOptStateState | Source code |
| setOptStateTasks | Source code |
| setOptStateTimeLastSaved | Source code |
| setOptStateTimeModel | Source code |
| setOptStateTimeUsed | Source code |
| shouldTerminate.OptState | Source code |
| showInfo | Source code |
| trafoLog | Man page Source code |
| trafoSqrt | Man page Source code |
| trafos | Man page |
| trainModels | Source code |
| updateSMBO | Man page Source code |
