Uses of Class
org.tribuo.util.onnx.ONNXRef

Packages that use ONNXRef

Package	Description
org.tribuo	Provides the core interfaces and classes for using Tribuo.
org.tribuo.classification.ensemble	Provides majority vote ensemble combiners for classification along with an implementation of multiclass Adaboost.
org.tribuo.classification.liblinear	Provides an interface to LibLinear-java for classification problems.
org.tribuo.classification.libsvm	Provides an interface to LibSVM for classification problems.
org.tribuo.common.sgd	Provides the base classes for models trained with stochastic gradient descent.
org.tribuo.ensemble	Provides an interface for model prediction combinations, two base classes for ensemble models, a base class for ensemble excuses, and a Bagging implementation.
org.tribuo.multilabel.ensemble	Provides a multi-label ensemble combiner that performs a (possibly weighted) majority vote among each label independently, along with an implementation of classifier chain ensembles.
org.tribuo.regression.ensemble	Provides EnsembleCombiner implementations for working with multi-output regression problems.
org.tribuo.regression.liblinear	Provides an interface to liblinear for regression problems.
org.tribuo.regression.libsvm	Provides an interface to LibSVM for regression problems.
org.tribuo.regression.slm	Provides implementations of sparse linear regression using various forms of regularisation penalty.
org.tribuo.util.onnx	Interfaces and utilities for writing ONNX models from Java.

Uses of ONNXRef in org.tribuo

Methods in org.tribuo with parameters of type ONNXRef

Modifier and Type	Method	Description
ONNXNode	ONNXExportable.writeONNXGraph(ONNXRef<?> input)	Writes this Model into OnnxMl.GraphProto.Builder inside the input's ONNXContext.

Uses of ONNXRef in org.tribuo.classification.ensemble

Methods in org.tribuo.classification.ensemble with type parameters of type ONNXRef

Modifier and Type	Method	Description
<T extends ONNXRef<?>> ONNXNode	FullyWeightedVotingCombiner.exportCombiner(ONNXNode input, T weight)	Exports this voting combiner to ONNX.
<T extends ONNXRef<?>> ONNXNode	VotingCombiner.exportCombiner(ONNXNode input, T weight)	Exports this voting combiner to ONNX

Uses of ONNXRef in org.tribuo.classification.liblinear

Methods in org.tribuo.classification.liblinear with parameters of type ONNXRef

Modifier and Type	Method	Description
ONNXNode	LibLinearClassificationModel.writeONNXGraph(ONNXRef<?> input)

Uses of ONNXRef in org.tribuo.classification.libsvm

Methods in org.tribuo.classification.libsvm with parameters of type ONNXRef

Modifier and Type	Method	Description
ONNXNode	LibSVMClassificationModel.writeONNXGraph(ONNXRef<?> input)

Uses of ONNXRef in org.tribuo.common.sgd

Methods in org.tribuo.common.sgd with parameters of type ONNXRef

Modifier and Type	Method	Description
ONNXNode	AbstractFMModel.writeONNXGraph(ONNXRef<?> input)	Writes this Model into OnnxMl.GraphProto.Builder inside the input's ONNXContext.
ONNXNode	AbstractLinearSGDModel.writeONNXGraph(ONNXRef<?> input)	Writes this Model into OnnxMl.GraphProto.Builder inside the input's ONNXContext.

Uses of ONNXRef in org.tribuo.ensemble

Methods in org.tribuo.ensemble with type parameters of type ONNXRef

Modifier and Type	Method	Description
default <U extends ONNXRef<?>> ONNXNode	EnsembleCombiner.exportCombiner(ONNXNode input, U weight)	Exports this ensemble combiner into the ONNX context of its input.

Methods in org.tribuo.ensemble with parameters of type ONNXRef

Modifier and Type	Method	Description
ONNXNode	WeightedEnsembleModel.writeONNXGraph(ONNXRef<?> input)

Uses of ONNXRef in org.tribuo.multilabel.ensemble

Methods in org.tribuo.multilabel.ensemble with type parameters of type ONNXRef

Modifier and Type	Method	Description
<T extends ONNXRef<?>> ONNXNode	MultiLabelVotingCombiner.exportCombiner(ONNXNode input, T weight)	Exports this voting combiner to ONNX

Uses of ONNXRef in org.tribuo.regression.ensemble

Methods in org.tribuo.regression.ensemble with type parameters of type ONNXRef

Modifier and Type	Method	Description
<T extends ONNXRef<?>> ONNXNode	AveragingCombiner.exportCombiner(ONNXNode input, T weight)	Exports this averaging combiner, writing constructed nodes into the ONNXContext governing input and returning the leaf node of the combiner.

Uses of ONNXRef in org.tribuo.regression.liblinear

Methods in org.tribuo.regression.liblinear with parameters of type ONNXRef

Modifier and Type	Method	Description
ONNXNode	LibLinearRegressionModel.writeONNXGraph(ONNXRef<?> input)

Uses of ONNXRef in org.tribuo.regression.libsvm

Methods in org.tribuo.regression.libsvm with parameters of type ONNXRef

Modifier and Type	Method	Description
ONNXNode	LibSVMRegressionModel.writeONNXGraph(ONNXRef<?> input)

Uses of ONNXRef in org.tribuo.regression.slm

Methods in org.tribuo.regression.slm with parameters of type ONNXRef

Modifier and Type	Method	Description
ONNXNode	SparseLinearModel.writeONNXGraph(ONNXRef<?> input)

Uses of ONNXRef in org.tribuo.util.onnx

Subclasses of ONNXRef in org.tribuo.util.onnx

Modifier and Type	Class	Description
final class	ONNXInitializer	A subclass of ONNXRef specialized for OnnxMl.TensorProto.
final class	ONNXNode	A subclass of ONNXRef specialized for OnnxMl.NodeProto.
final class	ONNXPlaceholder	A subclass of ONNXRef specialized for OnnxMl.ValueInfoProto.

Methods in org.tribuo.util.onnx with type parameters of type ONNXRef

Modifier and Type	Method	Description
<LHS extends ONNXRef<?>, RHS extends ONNXRef<?>> LHS	ONNXContext.assignTo(RHS input, LHS output)	Creates an ONNXOperators.IDENTITY node connecting input to output, effectively permitting assignment of values.
<LHS extends ONNXRef<?>, RHS extends ONNXRef<?>> LHS	ONNXContext.assignTo(RHS input, LHS output)	Creates an ONNXOperators.IDENTITY node connecting input to output, effectively permitting assignment of values.
<Ret extends ONNXRef<?>> Ret	ONNXRef.assignTo(Ret output)	Convenience method that calls ONNXContext.assignTo(ONNXRef, ONNXRef), using this ONNXRef as the argument to input.
<T extends ONNXRef<?>> ONNXNode	ONNXContext.operation(ONNXOperator op, List<T> inputs, String outputName)	Method for creating ONNXNodes from ONNXOperator instances and inputs.
<T extends ONNXRef<?>> ONNXNode	ONNXContext.operation(ONNXOperator op, List<T> inputs, String outputName, Map<String,Object> attributes)	Method for creating ONNXNodes from ONNXOperator and inputs.
<T extends ONNXRef<?>> List<ONNXNode>	ONNXContext.operation(ONNXOperator op, List<T> inputs, List<String> outputs, Map<String,Object> attributes)	Base method for creating ONNXNodes from ONNXOperator and inputs.

Methods in org.tribuo.util.onnx with parameters of type ONNXRef

Modifier and Type	Method	Description
ONNXNode	ONNXRef.apply(ONNXOperator op, ONNXRef<?> other)	Convenience method that calls ONNXContext.operation(ONNXOperator, List, String, Map), passing this ONNXRef and other as a length 2 list to inputs.
ONNXNode	ONNXRef.apply(ONNXOperator op, ONNXRef<?> other, String outputName)	Convenience method that calls ONNXContext.operation(ONNXOperator, List, String), passing this ONNXRef and other as a length 2 list to inputs.
ONNXNode	ONNXRef.apply(ONNXOperator op, ONNXRef<?> other, Map<String,Object> attributes)	Convenience method that calls ONNXContext.operation(ONNXOperator, List, String, Map), passing this ONNXRef and other as a length 2 list to inputs.

Method parameters in org.tribuo.util.onnx with type arguments of type ONNXRef

Modifier and Type	Method	Description
ONNXNode	ONNXRef.apply(ONNXOperator op, List<ONNXRef<?>> others)	Convenience method that calls ONNXContext.operation(ONNXOperator, List, String, Map), using this ONNXRef as the first argument to inputs, with otherInputs append as subsequent arguments.
ONNXNode	ONNXRef.apply(ONNXOperator op, List<ONNXRef<?>> others, String outputName)	Convenience method that calls ONNXContext.operation(ONNXOperator, List, String, Map), using this ONNXRef as the argument to inputs, with otherInputs append as subsequent arguments.
List<ONNXNode>	ONNXRef.apply(ONNXOperator op, List<ONNXRef<?>> otherInputs, List<String> outputs, Map<String,Object> attributes)	Convenience method that calls ONNXContext.operation(ONNXOperator, List, List, Map), using this ONNXRef as the first argument to inputs, with otherInputs append as subsequent arguments.