Index

A

append() (treelite.ModelBuilder method) asdict() (treelite.model_builder.Metadata method) (treelite.model_builder.PostProcessorFunc method) (treelite.model_builder.TreeAnnotation method)

C

categorical_test() (treelite.model_builder.ModelBuilder method) commit() (treelite.model_builder.ModelBuilder method) (treelite.ModelBuilder method)

concatenate() (treelite.Model class method)

D

data_count() (treelite.model_builder.ModelBuilder method) deserialize() (treelite.Model class method)

deserialize_bytes() (treelite.Model class method) dump_as_json() (treelite.Model method)

E

end_node() (treelite.model_builder.ModelBuilder method)

end_tree() (treelite.model_builder.ModelBuilder method) export_model() (in module treelite.sklearn)

F

from_lightgbm() (in module treelite.frontend) (treelite.Model class method) from_xgboost() (in module treelite.frontend) (treelite.Model class method)

from_xgboost_json() (in module treelite.frontend) (treelite.Model class method) from_xgboost_ubjson() (in module treelite.frontend)

G

gain() (treelite.model_builder.ModelBuilder method) get_field() (treelite.model.HeaderAccessor method) (treelite.model.TreeAccessor method)

get_header_accessor() (treelite.Model method) get_tree_accessor() (treelite.Model method) get_tree_depth() (treelite.Model method)

H

handle (treelite.Model property) (treelite.model_builder.ModelBuilder property)

HeaderAccessor (class in treelite.model)

I

import_model() (in module treelite.sklearn) import_model_with_model_builder() (in module treelite.sklearn)

input_type (treelite.Model property) insert() (treelite.ModelBuilder method)

L

leaf() (treelite.model_builder.ModelBuilder method) load() (treelite.Model class method)

load_lightgbm_model() (in module treelite.frontend) load_xgboost_model() (in module treelite.frontend) load_xgboost_model_legacy_binary() (in module treelite.frontend)

M

Metadata (class in treelite.model_builder) Model (class in treelite) ModelBuilder (class in treelite) (class in treelite.model_builder) ModelBuilder.Node (class in treelite)

ModelBuilder.Tree (class in treelite) module treelite.frontend treelite.gtil treelite.model_builder treelite.sklearn

N

num_feature (treelite.Model property)

num_tree (treelite.Model property) numerical_test() (treelite.model_builder.ModelBuilder method)

O

output_type (treelite.Model property)

P

PostProcessorFunc (class in treelite.model_builder) predict() (in module treelite.gtil)

predict_leaf() (in module treelite.gtil) predict_per_tree() (in module treelite.gtil)

S

serialize() (treelite.Model method) serialize_bytes() (treelite.Model method) set_categorical_test_node() (treelite.ModelBuilder.Node method) set_field() (treelite.model.HeaderAccessor method) (treelite.model.TreeAccessor method)

set_leaf_node() (treelite.ModelBuilder.Node method) set_numerical_test_node() (treelite.ModelBuilder.Node method) set_root() (treelite.ModelBuilder.Node method) start_node() (treelite.model_builder.ModelBuilder method) start_tree() (treelite.model_builder.ModelBuilder method) sum_hess() (treelite.model_builder.ModelBuilder method)

T

TreeAccessor (class in treelite.model) TreeAnnotation (class in treelite.model_builder) treelite.frontend module treelite.gtil module treelite.model_builder module treelite.sklearn module TreeliteConcatenateModelObjects (C++ function) TreeliteDeleteModelBuilder (C++ function) TreeliteDeserializeModelFromBytes (C++ function) TreeliteDeserializeModelFromFile (C++ function) TreeliteDeserializeModelFromPyBuffer (C++ function) TreeliteDetectXGBoostFormat (C++ function) TreeliteDumpAsJSON (C++ function) TreeliteFreeModel (C++ function) TreeliteGetHeaderField (C++ function) TreeliteGetInputType (C++ function) TreeliteGetModelBuilder (C++ function) TreeliteGetOutputType (C++ function) TreeliteGetTreeField (C++ function) TreeliteGTILConfigHandle (C++ type) TreeliteGTILDeleteConfig (C++ function) TreeliteGTILGetOutputShape (C++ function) TreeliteGTILParseConfig (C++ function) TreeliteGTILPredict (C++ function) TreeliteGTILPredictSparse (C++ function) TreeliteLoadLightGBMModel (C++ function) TreeliteLoadLightGBMModelFromString (C++ function) TreeliteLoadSKLearnGradientBoostingClassifier (C++ function) TreeliteLoadSKLearnGradientBoostingRegressor (C++ function) TreeliteLoadSKLearnHistGradientBoostingClassifier (C++ function)

TreeliteLoadSKLearnHistGradientBoostingRegressor (C++ function) TreeliteLoadSKLearnIsolationForest (C++ function) TreeliteLoadSKLearnRandomForestClassifier (C++ function) TreeliteLoadSKLearnRandomForestRegressor (C++ function) TreeliteLoadXGBoostModel (C++ function) TreeliteLoadXGBoostModelFromJSONString (C++ function) TreeliteLoadXGBoostModelFromString (C++ function) TreeliteLoadXGBoostModelFromUBJSONString (C++ function) TreeliteLoadXGBoostModelJSON (C++ function) TreeliteLoadXGBoostModelLegacyBinary (C++ function) TreeliteLoadXGBoostModelLegacyBinaryFromMemoryBuffer (C++ function) TreeliteLoadXGBoostModelUBJSON (C++ function) TreeliteModelBuilderCategoricalTest (C++ function) TreeliteModelBuilderCommitModel (C++ function) TreeliteModelBuilderDataCount (C++ function) TreeliteModelBuilderEndNode (C++ function) TreeliteModelBuilderEndTree (C++ function) TreeliteModelBuilderGain (C++ function) TreeliteModelBuilderHandle (C++ type) TreeliteModelBuilderLeafScalar (C++ function) TreeliteModelBuilderLeafVectorFloat32 (C++ function) TreeliteModelBuilderLeafVectorFloat64 (C++ function) TreeliteModelBuilderNumericalTest (C++ function) TreeliteModelBuilderStartNode (C++ function) TreeliteModelBuilderStartTree (C++ function) TreeliteModelBuilderSumHess (C++ function) TreeliteModelHandle (C++ type) TreeliteQueryNumFeature (C++ function) TreeliteQueryNumTree (C++ function) TreeliteSerializeModelToBytes (C++ function) TreeliteSerializeModelToFile (C++ function) TreeliteSerializeModelToPyBuffer (C++ function) TreeliteSetHeaderField (C++ function) TreeliteSetTreeField (C++ function)