Mercurial > hg > segmenter-vamp-plugin
diff armadillo-2.4.4/include/armadillo_bits/fn_stddev.hpp @ 0:8b6102e2a9b0
Armadillo Library
author | maxzanoni76 <max.zanoni@eecs.qmul.ac.uk> |
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date | Wed, 11 Apr 2012 09:27:06 +0100 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/armadillo-2.4.4/include/armadillo_bits/fn_stddev.hpp Wed Apr 11 09:27:06 2012 +0100 @@ -0,0 +1,130 @@ +// Copyright (C) 2009-2011 NICTA (www.nicta.com.au) +// Copyright (C) 2009-2011 Conrad Sanderson +// +// This file is part of the Armadillo C++ library. +// It is provided without any warranty of fitness +// for any purpose. You can redistribute this file +// and/or modify it under the terms of the GNU +// Lesser General Public License (LGPL) as published +// by the Free Software Foundation, either version 3 +// of the License or (at your option) any later version. +// (see http://www.opensource.org/licenses for more info) + + +//! \addtogroup fn_stddev +//! @{ + + + +template<typename T1> +inline +const mtOp<typename T1::pod_type, T1, op_stddev> +stddev(const Base<typename T1::elem_type,T1>& X, const uword norm_type = 0, const uword dim = 0) + { + arma_extra_debug_sigprint(); + + return mtOp<typename T1::pod_type, T1, op_stddev>(X.get_ref(), norm_type, dim); + } + + + +//! Immediate 'find the standard deviation of a row vector' operation +template<typename eT> +inline +arma_warn_unused +typename get_pod_type<eT>::result +stddev(const Row<eT>& A, const uword norm_type = 0) + { + arma_extra_debug_sigprint(); + + const uword A_n_elem = A.n_elem; + + arma_debug_check( (A_n_elem == 0), "stddev(): given object has no elements" ); + + return std::sqrt( op_var::direct_var(A.mem, A_n_elem, norm_type) ); + } + + + +//! Immediate 'find the standard deviation of a column vector' operation +template<typename eT> +inline +arma_warn_unused +typename get_pod_type<eT>::result +stddev(const Col<eT>& A, const uword norm_type = 0) + { + arma_extra_debug_sigprint(); + + const uword A_n_elem = A.n_elem; + + arma_debug_check( (A_n_elem == 0), "stddev(): given object has no elements" ); + + return std::sqrt( op_var::direct_var(A.mem, A_n_elem, norm_type) ); + } + + + +//! find the standard deviation of a subview_row +template<typename eT> +inline +arma_warn_unused +typename get_pod_type<eT>::result +stddev(const subview_row<eT>& A, const uword norm_type = 0) + { + arma_extra_debug_sigprint(); + + arma_debug_check( (A.n_elem == 0), "stddev(): given object has no elements" ); + + return std::sqrt( op_var::direct_var(A, norm_type) ); + } + + + +//! find the standard deviation of a subview_col +template<typename eT> +inline +arma_warn_unused +typename get_pod_type<eT>::result +stddev(const subview_col<eT>& A, const uword norm_type = 0) + { + arma_extra_debug_sigprint(); + + arma_debug_check( (A.n_elem == 0), "stddev(): given object has no elements" ); + + return std::sqrt( op_var::direct_var(A.colptr(0), A.n_rows, norm_type) ); + } + + + +//! find the standard deviation of a diagview +template<typename eT> +inline +arma_warn_unused +typename get_pod_type<eT>::result +stddev(const diagview<eT>& A, const uword norm_type = 0) + { + arma_extra_debug_sigprint(); + + arma_debug_check( (A.n_elem == 0), "stddev(): given object has no elements" ); + + return std::sqrt( op_var::direct_var(A, norm_type) ); + } + + + +template<typename eT, typename T1> +inline +arma_warn_unused +typename get_pod_type<eT>::result +stddev(const subview_elem1<eT,T1>& A, const uword norm_type = 0) + { + arma_extra_debug_sigprint(); + + const Col<eT> X(A); + + return stddev(X, norm_type); + } + + + +//! @}