Index

A

annotate_branch() (treelite.Annotator method) annotate_in (C++ member)

AnnotationHandle (C++ type) Annotator (class in treelite) append() (treelite.ModelBuilder method)

C

code_folding_req (C++ member) commit() (treelite.ModelBuilder method) compile() (treelite.Model method)

CompilerHandle (C++ type) concatenate() (treelite.Model class method) create_shared() (in module treelite)

D

deserialize() (treelite.Model class method) DMatrix (class in treelite_runtime)

dump_array_as_elf (C++ member) dump_as_json() (treelite.Model method)

E

export_lib() (treelite.Model method)

export_srcpkg() (treelite.Model method)

F

from_lightgbm() (treelite.Model class method)

from_xgboost() (treelite.Model class method) from_xgboost_json() (treelite.Model class method)

G

generate_cmakelists() (in module treelite) generate_makefile() (in module treelite)

global_bias (C++ member) (treelite_runtime.Predictor property) GTILConfigHandle (C++ type)

I

import_from_json() (treelite.Model class method) import_model() (in module treelite.sklearn)

import_model_with_model_builder() (in module treelite.sklearn) insert() (treelite.ModelBuilder method)

L

leaf_output_type (treelite_runtime.Predictor property)

load() (treelite.Model class method)

M

Model (class in treelite) ModelBuilder (class in treelite) ModelBuilder.Node (class in treelite) ModelBuilder.Tree (class in treelite) ModelBuilder.Value (class in treelite) ModelBuilderHandle (C++ type)

ModelHandle (C++ type) module treelite treelite.gtil treelite.sklearn treelite_runtime

N

native_lib_name (C++ member) num_class (treelite.Model property) (treelite_runtime.Predictor property)

num_feature (treelite.Model property) (treelite_runtime.Predictor property) num_tree (treelite.Model property)

P

parallel_comp (C++ member) pred_transform (C++ member) (treelite_runtime.Predictor property) predict() (in module treelite.gtil) (treelite_runtime.Predictor method)

predict_leaf() (in module treelite.gtil) predict_per_tree() (in module treelite.gtil) Predictor (class in treelite_runtime) PredictorHandle (C++ type) PredictorOutputHandle (C++ type)

Q

quantize (C++ member)

R

ratio_c (C++ member) (treelite_runtime.Predictor property)

S

save() (treelite.Annotator method) serialize() (treelite.Model method) set_categorical_test_node() (treelite.ModelBuilder.Node method) set_leaf_node() (treelite.ModelBuilder.Node method)

set_numerical_test_node() (treelite.ModelBuilder.Node method) set_root() (treelite.ModelBuilder.Node method) set_tree_limit() (treelite.Model method) sigmoid_alpha (C++ member) (treelite_runtime.Predictor property)

T

threshold_type (treelite_runtime.Predictor property) TreeBuilderHandle (C++ type) treelite module treelite.gtil module treelite.sklearn module treelite::TaskType (C++ enum) treelite::TaskType::kBinaryClfRegr (C++ enumerator) treelite::TaskType::kMultiClfCategLeaf (C++ enumerator) treelite::TaskType::kMultiClfGrovePerClass (C++ enumerator) treelite::TaskType::kMultiClfProbDistLeaf (C++ enumerator) treelite_runtime module TreeliteAnnotateBranch (C++ function) TreeliteAnnotationFree (C++ function) TreeliteAnnotationSave (C++ function) TreeliteBuildModelFromJSONString (C++ function) TreeliteCompilerCreateV2 (C++ function) TreeliteCompilerFree (C++ function) TreeliteCompilerGenerateCodeV2 (C++ function) TreeliteConcatenateModelObjects (C++ function) TreeliteCreateModelBuilder (C++ function) TreeliteCreatePredictorOutputVector (C++ function) TreeliteCreateTreeBuilder (C++ function) TreeliteDeleteModelBuilder (C++ function) TreeliteDeletePredictorOutputVector (C++ function) TreeliteDeleteTreeBuilder (C++ function) TreeliteDeserializeModel (C++ function) TreeliteDMatrixCreateFromCSR (C++ function) TreeliteDMatrixCreateFromMat (C++ function) TreeliteDMatrixFree (C++ function) TreeliteDMatrixGetDimension (C++ function) TreeliteDumpAsJSON (C++ function) TreeliteError TreeliteFreeModel (C++ function) TreeliteGTILDeleteConfig (C++ function) TreeliteGTILGetPredictOutputSize (C++ function) TreeliteGTILGetPredictOutputSizeEx (C++ function) TreeliteGTILParseConfig (C++ function) TreeliteGTILPredict (C++ function) TreeliteGTILPredictEx (C++ function) TreeliteLoadLightGBMModel (C++ function) TreeliteLoadLightGBMModelEx (C++ function) TreeliteLoadLightGBMModelFromString (C++ function) TreeliteLoadLightGBMModelFromStringEx (C++ function)

TreeliteLoadSKLearnGradientBoostingClassifier (C++ function) TreeliteLoadSKLearnGradientBoostingRegressor (C++ function) TreeliteLoadSKLearnHistGradientBoostingClassifier (C++ function) TreeliteLoadSKLearnHistGradientBoostingRegressor (C++ function) TreeliteLoadSKLearnIsolationForest (C++ function) TreeliteLoadSKLearnRandomForestClassifier (C++ function) TreeliteLoadSKLearnRandomForestRegressor (C++ function) TreeliteLoadXGBoostJSON (C++ function) TreeliteLoadXGBoostJSONEx (C++ function) TreeliteLoadXGBoostJSONString (C++ function) TreeliteLoadXGBoostJSONStringEx (C++ function) TreeliteLoadXGBoostModel (C++ function) TreeliteLoadXGBoostModelEx (C++ function) TreeliteLoadXGBoostModelFromMemoryBuffer (C++ function) TreeliteLoadXGBoostModelFromMemoryBufferEx (C++ function) TreeliteModelBuilderCommitModel (C++ function) TreeliteModelBuilderDeleteTree (C++ function) TreeliteModelBuilderGetTree (C++ function) TreeliteModelBuilderInsertTree (C++ function) TreeliteModelBuilderSetModelParam (C++ function) TreelitePredictorFree (C++ function) TreelitePredictorLoad (C++ function) TreelitePredictorPredictBatch (C++ function) TreelitePredictorQueryGlobalBias (C++ function) TreelitePredictorQueryLeafOutputType (C++ function) TreelitePredictorQueryNumClass (C++ function) TreelitePredictorQueryNumFeature (C++ function) TreelitePredictorQueryPredTransform (C++ function) TreelitePredictorQueryRatioC (C++ function) TreelitePredictorQueryResultSize (C++ function) TreelitePredictorQuerySigmoidAlpha (C++ function) TreelitePredictorQueryThresholdType (C++ function) TreeliteQueryNumClass (C++ function) TreeliteQueryNumFeature (C++ function) TreeliteQueryNumTree (C++ function) TreeliteRuntimeError TreeliteSerializeModel (C++ function) TreeliteSetTreeLimit (C++ function) TreeliteTreeBuilderCreateNode (C++ function) TreeliteTreeBuilderCreateValue (C++ function) TreeliteTreeBuilderDeleteNode (C++ function) TreeliteTreeBuilderDeleteValue (C++ function) TreeliteTreeBuilderSetCategoricalTestNode (C++ function) TreeliteTreeBuilderSetLeafNode (C++ function) TreeliteTreeBuilderSetLeafVectorNode (C++ function) TreeliteTreeBuilderSetNumericalTestNode (C++ function) TreeliteTreeBuilderSetRootNode (C++ function)

V

ValueHandle (C++ type)

verbose (C++ member)