Man pages for berndbischl/ParamHelpers
Helpers for Parameters in Black-Box Optimization, Tuning and Machine Learning
| addOptPathEl | Add a new element to an optimization path. |
| as.data.frame.OptPathDF | Convert optimization path to data.frame. |
| checkParamSet | Sanity check expressions of a parameter set. |
| convertParamSetToIrace | Converts a ParamSet object to a parameter object of the irace... |
| dfRowsToList | Convert a data.frame row to list of parameter-value-lists. |
| discreteNameToValue | Convert encoding name(s) to discrete value(s). |
| discreteValueToName | Convert discrete value(s) to encoding name(s). |
| dropParams | Drop Params from ParamSet by ids. |
| evaluateParamExpressions | Evaluates all expressions within a parameter. |
| filterParams | Get parameter subset of only certain parameters. |
| generateDesign | Generates a statistical design for a parameter set. |
| generateDesignOfDefaults | Generates a design with the defaults of a parameter set. |
| generateGridDesign | Generates a grid design for a parameter set. |
| generateRandomDesign | Generates a random design for a parameter set. |
| getDefaults | Return defaults of parameters in parameter set. |
| getLower | Get lower / upper bounds and allowed discrete values for... |
| getOptPathBestIndex | Get index of the best element from optimization path. |
| getOptPathCol | Get column from the optimization path. |
| getOptPathCols | Get columns from the optimization path. |
| getOptPathDOB | Get date-of-birth vector from the optimization path. |
| getOptPathEl | Get an element from the optimization path. |
| getOptPathEOL | Get end-of-life vector from the optimization path. |
| getOptPathErrorMessages | Get error-message vector from the optimization path. |
| getOptPathExecTimes | Get exec-time vector from the optimization path. |
| getOptPathLength | Get the length of the optimization path. |
| getOptPathParetoFront | Get indices of pareto front of optimization path. |
| getOptPathX | Get data.frame of input points (X-space) referring to the... |
| getOptPathY | Get y-vector or y-matrix from the optimization path. |
| getParamIds | Return ids of parameters in parameter set. |
| getParamLengths | Return lengths of single parameters or parameters in... |
| getParamNr | Return number of parameters in set. |
| getParamSet | Get parameter set. |
| getParamTypeCounts | Returns information on the number of parameters of a each... |
| getParamTypes | Returns type information for a parameter set. |
| getRequirements | Return all require-expressions of a param set. |
| getTypeStrings | Get parameter type-strings. |
| hasExpression | Check if parameter values contain expressions. |
| hasFiniteBoxConstraints | Checks if a parameter or each parameter of a parameter set... |
| hasForbidden | Check parameter set for forbidden region. |
| hasRequires | Check parameter / parameter set for requirements /... |
| hasTrafo | Check parameter / parameter set for trafos. |
| hasType | Check whether parameter set contains a certain type. |
| isEmpty | Check whether parameter set is empty. |
| isFeasible | Check if parameter value is valid. |
| isForbidden | Check whether parameter setting lies in forbidden region of... |
| isRequiresOk | Check if parameter requirements are met. |
| isSpecialValue | Is a given value in the list of special values for a param? |
| isType | Check parameter / parameter set contain ONLY a certain type. |
| isTypeString | Check if type string is of certain type. |
| isVector | Check parameter / parameter set for vector params. |
| LearnerParam | Create a description object for a parameter of a machine... |
| listToDfOneRow | Convert a list to a data.frame with one row |
| makeParamSet | Construct a parameter set. |
| OptPath | Create optimization path. |
| Param | Create a description object for a parameter. |
| paramValueToString | Convert a value to a string. |
| plotEAF | Plots attainment functions for data stored in multiple... |
| plotOptPath | Plot method for optimization paths. |
| plotYTraces | Plots Y traces of multiple optimization paths |
| removeMissingValues | Removes all scalar NAs from a parameter setting list. |
| renderOptPathPlot | Function for plotting optimization paths. |
| renderYTraces | Plots Y traces of multiple optimization paths |
| repairPoint | Repairs values of numeric and integer parameters out side of... |
| sampleValue | Sample a random value from a parameter or a parameter set... |
| sampleValues | Sample n random values from a parameter or a parameter set... |
| setOptPathElDOB | Set the dates of birth of parameter values, in-place. |
| setOptPathElEOL | Set the end of life dates of parameter values, in-place. |
| setValueCNames | Set components names for vector names |
| trafoOptPath | Transform optimization path. |
| trafoValue | Transform a value. |
| updateParVals | Insert par.vals to old ones with meeting requirements |
