running_stat_bones.hpp
Go to the documentation of this file.00001 // Copyright (C) 2009-2011 NICTA (www.nicta.com.au) 00002 // Copyright (C) 2009-2011 Conrad Sanderson 00003 // 00004 // This file is part of the Armadillo C++ library. 00005 // It is provided without any warranty of fitness 00006 // for any purpose. You can redistribute this file 00007 // and/or modify it under the terms of the GNU 00008 // Lesser General Public License (LGPL) as published 00009 // by the Free Software Foundation, either version 3 00010 // of the License or (at your option) any later version. 00011 // (see http://www.opensource.org/licenses for more info) 00012 00013 00016 00017 00018 00019 template<typename eT> 00020 class arma_counter 00021 { 00022 public: 00023 00024 inline ~arma_counter(); 00025 inline arma_counter(); 00026 00027 inline const arma_counter& operator++(); 00028 inline void operator++(int); 00029 00030 inline void reset(); 00031 inline eT value() const; 00032 inline eT value_plus_1() const; 00033 inline eT value_minus_1() const; 00034 00035 00036 private: 00037 00038 arma_aligned eT d_count; 00039 arma_aligned uword i_count; 00040 }; 00041 00042 00043 00048 template<typename eT> 00049 class running_stat 00050 { 00051 public: 00052 00053 typedef typename get_pod_type<eT>::result T; 00054 00055 00056 inline ~running_stat(); 00057 inline running_stat(); 00058 00059 inline void operator() (const T sample); 00060 inline void operator() (const std::complex<T>& sample); 00061 00062 inline void reset(); 00063 00064 inline eT mean() const; 00065 00066 inline T var (const uword norm_type = 0) const; 00067 inline T stddev(const uword norm_type = 0) const; 00068 00069 inline eT min() const; 00070 inline eT max() const; 00071 00072 inline T count() const; 00073 00074 // 00075 // 00076 00077 private: 00078 00079 arma_aligned arma_counter<T> counter; 00080 00081 arma_aligned eT r_mean; 00082 arma_aligned T r_var; 00083 00084 arma_aligned eT min_val; 00085 arma_aligned eT max_val; 00086 00087 arma_aligned T min_val_norm; 00088 arma_aligned T max_val_norm; 00089 00090 00091 friend class running_stat_aux; 00092 }; 00093 00094 00095 00096 class running_stat_aux 00097 { 00098 public: 00099 00100 template<typename eT> 00101 inline static void update_stats(running_stat<eT>& x, const eT sample); 00102 00103 template<typename T> 00104 inline static void update_stats(running_stat< std::complex<T> >& x, const T sample); 00105 00106 template<typename T> 00107 inline static void update_stats(running_stat< std::complex<T> >& x, const std::complex<T>& sample); 00108 00109 }; 00110 00111 00112