Package org.tribuo.math

Contains the implementation of Tribuo's math library, it's gradient descent optimisers, kernels and a set of math related utils.

See: Description

Interface Summary

Interface	Description
FeedForwardParameters	A Parameters for models which make a single prediction like logistic regressions and neural networks.
Parameters	An interface to a Tensor[] array which accepts updates to the parameters.
StochasticGradientOptimiser	Interface for gradient based optimisation methods.

Class Summary

Class	Description
LinearParameters	A Parameters for producing linear models.

Package org.tribuo.math Description

Contains the implementation of Tribuo's math library, it's gradient descent optimisers, kernels and a set of math related utils.

This package contains two core interfaces for Tribuo's gradient descent system, Parameters which controls how parameters updated via gradient descent are accessed, and StochasticGradientOptimiser which provides the optimisation interface.