Package org.tribuo.regression.sgd

package org.tribuo.regression.sgd

Provides infrastructure for Stochastic Gradient Descent based regression models.

Related Packages

Package	Description
org.tribuo.regression	Provides classes and infrastructure for regression problems with single or multiple output dimensions.
org.tribuo.regression.sgd.fm	Provides an implementation of factorization machines for regression using Stochastic Gradient Descent.
org.tribuo.regression.sgd.linear	Provides an implementation of linear regression using Stochastic Gradient Descent.
org.tribuo.regression.sgd.objectives	Provides regression loss functions for Stochastic Gradient Descent.

Class	Description
RegressionObjective	An interface for regression objectives.
TrainTest	Build and run a linear regression for a standard dataset.
TrainTest.LossEnum	Loss function.
TrainTest.SGDOptions	Command line options.
Util	Utilities.