.TH "/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.2/src/mlpack/methods/ann/layer/base_layer.hpp" 3 "Mon Aug 31 2020" "Version 3.3.2" "mlpack" \" -*- nroff -*-
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.SH NAME
/var/www/mlpack.ratml.org/mlpack.org/_src/mlpack-3.3.2/src/mlpack/methods/ann/layer/base_layer.hpp
.SH SYNOPSIS
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.PP
.SS "Classes"

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.RI "class \fBBaseLayer< ActivationFunction, InputDataType, OutputDataType >\fP"
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.RI "Implementation of the base layer\&. "
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.SS "Namespaces"

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.RI " \fBmlpack\fP"
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.RI "Linear algebra utility functions, generally performed on matrices or vectors\&. "
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.RI " \fBmlpack::ann\fP"
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.RI "Artificial Neural Network\&. "
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.SS "Typedefs"

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.RI "template<class ActivationFunction  = ElishFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBElishFunctionLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard ELiSH-Layer using the ELiSH activation function\&. "
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.RI "template<class ActivationFunction  = ElliotFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBElliotFunctionLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard Elliot-Layer using the Elliot activation function\&. "
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.RI "template<class ActivationFunction  = GaussianFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBGaussianFunctionLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard Gaussian-Layer using the Gaussian activation function\&. "
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.RI "template<class ActivationFunction  = GELUFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBGELUFunctionLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard GELU-Layer using the GELU activation function\&. "
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.RI "template<class ActivationFunction  = HardSigmoidFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBHardSigmoidLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard HardSigmoid-Layer using the HardSigmoid activation function\&. "
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.RI "template<class ActivationFunction  = IdentityFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBIdentityLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard Identity-Layer using the identity activation function\&. "
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.RI "template<class ActivationFunction  = LiSHTFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBLiSHTFunctionLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard LiSHT-Layer using the LiSHT activation function\&. "
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.RI "template<class ActivationFunction  = MishFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBMishFunctionLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard Mish-Layer using the Mish activation function\&. "
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.RI "template<class ActivationFunction  = RectifierFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBReLULayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard rectified linear unit non-linearity layer\&. "
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.RI "template<class ActivationFunction  = LogisticFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBSigmoidLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard Sigmoid-Layer using the logistic activation function\&. "
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.RI "template<class ActivationFunction  = SoftplusFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBSoftPlusLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard Softplus-Layer using the Softplus activation function\&. "
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.RI "template<class ActivationFunction  = SwishFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBSwishFunctionLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard Swish-Layer using the Swish activation function\&. "
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.RI "template<class ActivationFunction  = TanhFunction, typename InputDataType  = arma::mat, typename OutputDataType  = arma::mat> using \fBTanHLayer\fP = BaseLayer< ActivationFunction, InputDataType, OutputDataType >"
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.RI "Standard hyperbolic tangent layer\&. "
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.SH "Detailed Description"
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\fBAuthor:\fP
.RS 4
Marcus Edel
.RE
.PP
Definition of the BaseLayer class, which attaches various functions to the embedding layer\&.
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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 \fBbase_layer\&.hpp\fP\&.
.SH "Author"
.PP 
Generated automatically by Doxygen for mlpack from the source code\&.