mlr3pipelines-package | mlr3pipelines: Preprocessing Operators and Pipelines for 'mlr3' |
add_class_hierarchy_cache | Add a Class Hierarchy to the Cache |
as.Multiplicity | Convert an object to a Multiplicity |
assert_graph | Assertion for mlr3pipeline Graph |
assert_pipeop | Assertion for mlr3pipeline PipeOp |
as_graph | Conversion to mlr3pipeline Graph |
as_pipeop | Conversion to mlr3pipeline PipeOp |
filter_noop | Remove NO_OPs from a List |
Graph | Graph |
GraphLearner | GraphLearner |
greplicate | Create Disjoint Graph Union of Copies of a Graph |
gunion | Disjoint Union of Graphs |
is.Multiplicity | Check if an object is a Multiplicity |
is_noop | Test for NO_OP |
LearnerClassifAvg | Optimized Weighted Average of Features for Classification and Regression |
LearnerRegrAvg | Optimized Weighted Average of Features for Classification and Regression |
mlr3pipelines | mlr3pipelines: Preprocessing Operators and Pipelines for 'mlr3' |
mlr_graphs | Dictionary of (sub-)graphs |
mlr_graphs_bagging | Create a bagging learner |
mlr_graphs_branching | Branch Between Alternative Paths |
mlr_graphs_robustify | Robustify a learner |
mlr_graphs_targettrafo | Transform and Re-Transform the Target Variable |
mlr_learners_avg | Optimized Weighted Average of Features for Classification and Regression |
mlr_learners_classif.avg | Optimized Weighted Average of Features for Classification and Regression |
mlr_learners_graph | GraphLearner |
mlr_learners_regr.avg | Optimized Weighted Average of Features for Classification and Regression |
mlr_pipeops | Dictionary of PipeOps |
mlr_pipeops_boxcox | PipeOpBoxCox |
mlr_pipeops_branch | PipeOpBranch |
mlr_pipeops_chunk | PipeOpChunk |
mlr_pipeops_classbalancing | PipeOpClassBalancing |
mlr_pipeops_classifavg | PipeOpClassifAvg |
mlr_pipeops_classweights | PipeOpClassWeights |
mlr_pipeops_colapply | PipeOpColApply |
mlr_pipeops_collapsefactors | PipeOpCollapseFactors |
mlr_pipeops_colroles | PipeOpColRoles |
mlr_pipeops_copy | PipeOpCopy |
mlr_pipeops_datefeatures | PipeOpDateFeatures |
mlr_pipeops_encode | PipeOpEncode |
mlr_pipeops_encodeimpact | Conditional Target Value Impact Encoding |
mlr_pipeops_encodelmer | Impact Encoding with Random Intercept Models |
mlr_pipeops_featureunion | PipeOpFeatureUnion |
mlr_pipeops_filter | PipeOpFilter |
mlr_pipeops_fixfactors | PipeOpFixFactors |
mlr_pipeops_histbin | PipeOpHistBin |
mlr_pipeops_ica | PipeOpICA |
mlr_pipeops_imputeconstant | PipeOpImputeConstant |
mlr_pipeops_imputehist | PipeOpImputeHist |
mlr_pipeops_imputelearner | PipeOpImputeLearner |
mlr_pipeops_imputemean | PipeOpImputeMean |
mlr_pipeops_imputemedian | PipeOpImputeMedian |
mlr_pipeops_imputemode | PipeOpImputeMode |
mlr_pipeops_imputeoor | PipeOpImputeOOR |
mlr_pipeops_imputesample | PipeOpImputeSample |
mlr_pipeops_kernelpca | PipeOpKernelPCA |
mlr_pipeops_learner | PipeOpLearner |
mlr_pipeops_learner_cv | PipeOpLearnerCV |
mlr_pipeops_missind | PipeOpMissInd |
mlr_pipeops_modelmatrix | PipeOpModelMatrix |
mlr_pipeops_multiplicityexply | PipeOpMultiplicityExply |
mlr_pipeops_multiplicityimply | PipeOpMultiplicityImply |
mlr_pipeops_mutate | PipeOpMutate |
mlr_pipeops_nmf | PipeOpNMF |
mlr_pipeops_nop | PipeOpNOP |
mlr_pipeops_ovrsplit | PipeOpOVRSplit |
mlr_pipeops_ovrunite | PipeOpOVRUnite |
mlr_pipeops_pca | PipeOpPCA |
mlr_pipeops_proxy | PipeOpProxy |
mlr_pipeops_quantilebin | PipeOpQuantileBin |
mlr_pipeops_randomprojection | PipeOpRandomProjection |
mlr_pipeops_randomresponse | PipeOpRandomResponse |
mlr_pipeops_regravg | PipeOpRegrAvg |
mlr_pipeops_removeconstants | PipeOpRemoveConstants |
mlr_pipeops_renamecolumns | PipeOpRenameColumns |
mlr_pipeops_replicate | PipeOpReplicate |
mlr_pipeops_scale | PipeOpScale |
mlr_pipeops_scalemaxabs | PipeOpScaleMaxAbs |
mlr_pipeops_scalerange | PipeOpScaleRange |
mlr_pipeops_select | PipeOpSelect |
mlr_pipeops_smote | PipeOpSmote |
mlr_pipeops_spatialsign | PipeOpSpatialSign |
mlr_pipeops_subsample | PipeOpSubsample |
mlr_pipeops_targetinvert | PipeOpTargetInvert |
mlr_pipeops_targetmutate | PipeOpTargetMutate |
mlr_pipeops_targettrafoscalerange | PipeOpTargetTrafoScaleRange |
mlr_pipeops_textvectorizer | PipeOpTextVectorizer |
mlr_pipeops_threshold | PipeOpThreshold |
mlr_pipeops_tunethreshold | PipeOpTuneThreshold |
mlr_pipeops_unbranch | PipeOpUnbranch |
mlr_pipeops_updatetarget | PipeOpUpdateTarget |
mlr_pipeops_vtreat | PipeOpVtreat |
mlr_pipeops_yeojohnson | PipeOpYeoJohnson |
Multiplicity | Multiplicity |
NO_OP | No-Op Sentinel Used for Alternative Branching |
pipeline_bagging | Create a bagging learner |
pipeline_branch | Branch Between Alternative Paths |
pipeline_greplicate | Create Disjoint Graph Union of Copies of a Graph |
pipeline_ovr | Create A Graph to Perform "One vs. Rest" classification. |
pipeline_robustify | Robustify a learner |
pipeline_targettrafo | Transform and Re-Transform the Target Variable |
PipeOp | PipeOp |
PipeOpBoxCox | PipeOpBoxCox |
PipeOpBranch | PipeOpBranch |
PipeOpChunk | PipeOpChunk |
PipeOpClassBalancing | PipeOpClassBalancing |
PipeOpClassifAvg | PipeOpClassifAvg |
PipeOpClassWeights | PipeOpClassWeights |
PipeOpColApply | PipeOpColApply |
PipeOpCollapseFactors | PipeOpCollapseFactors |
PipeOpColRoles | PipeOpColRoles |
PipeOpCopy | PipeOpCopy |
PipeOpDateFeatures | PipeOpDateFeatures |
PipeOpEncode | PipeOpEncode |
PipeOpEncodeImpact | Conditional Target Value Impact Encoding |
PipeOpEncodeLmer | Impact Encoding with Random Intercept Models |
PipeOpEnsemble | PipeOpEnsemble |
PipeOpFeatureUnion | PipeOpFeatureUnion |
PipeOpFilter | PipeOpFilter |
PipeOpFixFactors | PipeOpFixFactors |
PipeOpHistBin | PipeOpHistBin |
PipeOpICA | PipeOpICA |
PipeOpImpute | PipeOpImpute |
PipeOpImputeConstant | PipeOpImputeConstant |
PipeOpImputeHist | PipeOpImputeHist |
PipeOpImputeLearner | PipeOpImputeLearner |
PipeOpImputeMean | PipeOpImputeMean |
PipeOpImputeMedian | PipeOpImputeMedian |
PipeOpImputeMode | PipeOpImputeMode |
PipeOpImputeOOR | PipeOpImputeOOR |
PipeOpImputeSample | PipeOpImputeSample |
PipeOpKernelPCA | PipeOpKernelPCA |
PipeOpLearner | PipeOpLearner |
PipeOpLearnerCV | PipeOpLearnerCV |
PipeOpMissInd | PipeOpMissInd |
PipeOpModelMatrix | PipeOpModelMatrix |
PipeOpMultiplicityExply | PipeOpMultiplicityExply |
PipeOpMultiplicityImply | PipeOpMultiplicityImply |
PipeOpMutate | PipeOpMutate |
PipeOpNMF | PipeOpNMF |
PipeOpNOP | PipeOpNOP |
PipeOpOVRSplit | PipeOpOVRSplit |
PipeOpOVRUnite | PipeOpOVRUnite |
PipeOpPCA | PipeOpPCA |
PipeOpProxy | PipeOpProxy |
PipeOpQuantileBin | PipeOpQuantileBin |
PipeOpRandomProjection | PipeOpRandomProjection |
PipeOpRandomResponse | PipeOpRandomResponse |
PipeOpRegrAvg | PipeOpRegrAvg |
PipeOpRemoveConstants | PipeOpRemoveConstants |
PipeOpRenameColumns | PipeOpRenameColumns |
PipeOpReplicate | PipeOpReplicate |
PipeOpScale | PipeOpScale |
PipeOpScaleMaxAbs | PipeOpScaleMaxAbs |
PipeOpScaleRange | PipeOpScaleRange |
PipeOpSelect | PipeOpSelect |
PipeOpSmote | PipeOpSmote |
PipeOpSpatialSign | PipeOpSpatialSign |
PipeOpSubsample | PipeOpSubsample |
PipeOpTargetInvert | PipeOpTargetInvert |
PipeOpTargetMutate | PipeOpTargetMutate |
PipeOpTargetTrafo | PipeOpTargetTrafo |
PipeOpTargetTrafoScaleRange | PipeOpTargetTrafoScaleRange |
PipeOpTaskPreproc | PipeOpTaskPreproc |
PipeOpTaskPreprocSimple | PipeOpTaskPreprocSimple |
PipeOpTextVectorizer | PipeOpTextVectorizer |
PipeOpThreshold | PipeOpThreshold |
PipeOpTuneThreshold | PipeOpTuneThreshold |
PipeOpUnbranch | PipeOpUnbranch |
PipeOpUpdateTarget | PipeOpUpdateTarget |
PipeOpVtreat | PipeOpVtreat |
PipeOpYeoJohnson | PipeOpYeoJohnson |
po | Shorthand PipeOp Constructor |
ppl | Shorthand Graph Constructor |
register_autoconvert_function | Add Autoconvert Function to Conversion Register |
reset_autoconvert_register | Reset Autoconvert Register |
reset_class_hierarchy_cache | Reset the Class Hierarchy Cache |
Selector | Selector Functions |
selector_all | Selector Functions |
selector_cardinality_greater_than | Selector Functions |
selector_grep | Selector Functions |
selector_intersect | Selector Functions |
selector_invert | Selector Functions |
selector_missing | Selector Functions |
selector_name | Selector Functions |
selector_none | Selector Functions |
selector_setdiff | Selector Functions |
selector_type | Selector Functions |
selector_union | Selector Functions |
%>>% | PipeOp Composition Operator |