ada_delta.hpp File Reference

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Classes
class	mlpack::optimization::AdaDelta< DecomposableFunctionType >
	Adadelta is an optimizer that uses two ideas to improve upon the two main drawbacks of the Adagrad method: More...

Namespaces
	mlpack
	Linear algebra utility functions, generally performed on matrices or vectors.
	mlpack::optimization

Detailed Description

Author

Ryan Curtin

Vasanth Kalingeri

Implementation of the Adadelta optimizer. Adadelta is an optimizer that dynamically adapts over time using only first order information. Additionally, Adadelta requires no manual tuning of a learning rate.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file ada_delta.hpp.