svd_incremental_test.cpp File Reference

#include <mlpack/core.hpp>
#include <mlpack/methods/amf/amf.hpp>
#include <mlpack/methods/amf/update_rules/svd_incomplete_incremental_learning.hpp>
#include <mlpack/methods/amf/update_rules/svd_complete_incremental_learning.hpp>
#include <mlpack/methods/amf/init_rules/random_init.hpp>
#include <mlpack/methods/amf/termination_policies/incomplete_incremental_termination.hpp>
#include <mlpack/methods/amf/termination_policies/complete_incremental_termination.hpp>
#include <mlpack/methods/amf/termination_policies/simple_tolerance_termination.hpp>
#include <mlpack/methods/amf/termination_policies/validation_rmse_termination.hpp>
#include "catch.hpp"

Include dependency graph for svd_incremental_test.cpp:

Classes
class	SpecificRandomInitialization
	This is used to ensure we start from the same initial point. More...

Functions
	TEST_CASE ("SVDIncompleteIncrementalConvergenceTest", "[SVDIncrementalTest]")
	Test for convergence of incomplete incremenal learning.
	TEST_CASE ("SVDCompleteIncrementalConvergenceTest", "[SVDIncrementalTest]")
	Test for convergence of complete incremenal learning.
	TEST_CASE ("SVDIncompleteIncrementalRegularizationTest", "[SVDIncrementalTest]")

Detailed Description

Author

Sumedh Ghaisas

Tests for SVDIncompleteIncrementalLearning and SVDCompleteIncrementalLearning.

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.