.TH "/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.1/src/mlpack/tests/ann_test_tools.hpp" 3 "Sun Aug 30 2020" "Version 3.1.1" "mlpack" \" -*- nroff -*-
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.SH NAME
/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.1/src/mlpack/tests/ann_test_tools.hpp
.SH SYNOPSIS
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.PP
.SS "Functions"

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.RI "template<class FunctionType > double \fBCheckGradient\fP (FunctionType &function, const double eps=1e\-7)"
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.RI "template<class FunctionType > double \fBCheckRegularizerGradient\fP (FunctionType &function, const double eps=1e\-7)"
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.RI "template<typename ModuleType > double \fBJacobianPerformanceTest\fP (ModuleType &module, arma::mat &input, arma::mat &target, const double eps=1e\-6)"
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.RI "template<typename ModuleType > double \fBJacobianTest\fP (ModuleType &module, arma::mat &input, const double minValue=\-2, const double maxValue=\-1, const double perturbation=1e\-6)"
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.RI "template<class T > void \fBResetFunction\fP (T &layer, typename std::enable_if< HasResetCheck< T, void(T::*)()>::value >::type *=0)"
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.RI "template<class T > void \fBResetFunction\fP (T &, typename std::enable_if<!HasResetCheck< T, void(T::*)()>::value >::type *=0)"
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.SH "Detailed Description"
.PP 

.PP
\fBAuthor:\fP
.RS 4
Marcus Edel
.RE
.PP
This file includes some useful functions for ann tests\&.
.PP
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\&. 
.PP
Definition in file \fBann_test_tools\&.hpp\fP\&.
.SH "Function Documentation"
.PP 
.SS "double CheckGradient (FunctionType & function, const double eps = \fC1e\-7\fP)"

.PP
Definition at line 137 of file ann_test_tools\&.hpp\&.
.SS "double CheckRegularizerGradient (FunctionType & function, const double eps = \fC1e\-7\fP)"

.PP
Definition at line 172 of file ann_test_tools\&.hpp\&.
.SS "double JacobianPerformanceTest (ModuleType & module, arma::mat & input, arma::mat & target, const double eps = \fC1e\-6\fP)"

.PP
Definition at line 104 of file ann_test_tools\&.hpp\&.
.SS "double JacobianTest (ModuleType & module, arma::mat & input, const double minValue = \fC\-2\fP, const double maxValue = \fC\-1\fP, const double perturbation = \fC1e\-6\fP)"

.PP
Definition at line 40 of file ann_test_tools\&.hpp\&.
.PP
References RandomInitialization::Initialize(), and ResetFunction()\&.
.SS "void ResetFunction (T & layer, typename std::enable_if< HasResetCheck< T, void(T::*)()>::value >::type * = \fC0\fP)"

.PP
Definition at line 22 of file ann_test_tools\&.hpp\&.
.PP
Referenced by JacobianTest()\&.
.SS "void ResetFunction (T &, typename std::enable_if<!HasResetCheck< T, void(T::*)()>::value >::type * = \fC0\fP)"

.PP
Definition at line 30 of file ann_test_tools\&.hpp\&.
.SH "Author"
.PP 
Generated automatically by Doxygen for mlpack from the source code\&.