Uses of Class
org.tribuo.math.LinearParameters

Packages that use LinearParameters

Package	Description
org.tribuo.classification.sgd.linear	Provides an implementation of a classification linear model using Stochastic Gradient Descent.
org.tribuo.common.sgd	Provides the base classes for models trained with stochastic gradient descent.
org.tribuo.math	Contains the implementation of Tribuo's math library, it's gradient descent optimisers, kernels and a set of math related utils.
org.tribuo.multilabel.sgd.linear	Provides an implementation of a multi-label classification linear model using Stochastic Gradient Descent.
org.tribuo.regression.sgd.linear	Provides an implementation of linear regression using Stochastic Gradient Descent.

Uses of LinearParameters in org.tribuo.classification.sgd.linear

Methods in org.tribuo.classification.sgd.linear with parameters of type LinearParameters

Modifier and Type	Method	Description
protected LinearSGDModel	LinearSGDTrainer.createModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureMap, ImmutableOutputInfo<Label> outputInfo, LinearParameters parameters)

Uses of LinearParameters in org.tribuo.common.sgd

Methods in org.tribuo.common.sgd that return LinearParameters

Modifier and Type	Method	Description
protected LinearParameters	AbstractLinearSGDTrainer.createParameters(int numFeatures, int numOutputs, SplittableRandom localRNG)	Constructs the trainable parameters object, in this case a LinearParameters containing a single weight matrix.

Constructors in org.tribuo.common.sgd with parameters of type LinearParameters

Modifier	Constructor	Description
protected	AbstractLinearSGDModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureIDMap, ImmutableOutputInfo<T> outputIDInfo, LinearParameters parameters, boolean generatesProbabilities)	Constructs a linear model trained via SGD.

Uses of LinearParameters in org.tribuo.math

Methods in org.tribuo.math that return LinearParameters

Modifier and Type	Method	Description
LinearParameters	LinearParameters.copy()
static LinearParameters	LinearParameters.deserializeFromProto(int version, String className, com.google.protobuf.Any message)	Deserialization factory.

Uses of LinearParameters in org.tribuo.multilabel.sgd.linear

Methods in org.tribuo.multilabel.sgd.linear with parameters of type LinearParameters

Modifier and Type	Method	Description
protected LinearSGDModel	LinearSGDTrainer.createModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureMap, ImmutableOutputInfo<MultiLabel> outputInfo, LinearParameters parameters)

Uses of LinearParameters in org.tribuo.regression.sgd.linear

Methods in org.tribuo.regression.sgd.linear with parameters of type LinearParameters

Modifier and Type	Method	Description
protected LinearSGDModel	LinearSGDTrainer.createModel(String name, ModelProvenance provenance, ImmutableFeatureMap featureMap, ImmutableOutputInfo<Regressor> outputInfo, LinearParameters parameters)