From eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d Mon Sep 17 00:00:00 2001 From: Nao Pross Date: Mon, 12 Feb 2024 14:52:43 +0100 Subject: Move into version control --- .../include/armadillo_bits/running_stat_bones.hpp | 121 +++++++++++++++++++++ 1 file changed, 121 insertions(+) create mode 100644 src/armadillo/include/armadillo_bits/running_stat_bones.hpp (limited to 'src/armadillo/include/armadillo_bits/running_stat_bones.hpp') diff --git a/src/armadillo/include/armadillo_bits/running_stat_bones.hpp b/src/armadillo/include/armadillo_bits/running_stat_bones.hpp new file mode 100644 index 0000000..bd25e1d --- /dev/null +++ b/src/armadillo/include/armadillo_bits/running_stat_bones.hpp @@ -0,0 +1,121 @@ +// SPDX-License-Identifier: Apache-2.0 +// +// Copyright 2008-2016 Conrad Sanderson (http://conradsanderson.id.au) +// Copyright 2008-2016 National ICT Australia (NICTA) +// +// Licensed under the Apache License, Version 2.0 (the "License"); +// you may not use this file except in compliance with the License. +// You may obtain a copy of the License at +// http://www.apache.org/licenses/LICENSE-2.0 +// +// Unless required by applicable law or agreed to in writing, software +// distributed under the License is distributed on an "AS IS" BASIS, +// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +// See the License for the specific language governing permissions and +// limitations under the License. +// ------------------------------------------------------------------------ + + +//! \addtogroup running_stat +//! @{ + + + +template +class arma_counter + { + public: + + inline ~arma_counter(); + inline arma_counter(); + + inline const arma_counter& operator++(); + inline void operator++(int); + + inline void reset(); + inline eT value() const; + inline eT value_plus_1() const; + inline eT value_minus_1() const; + + + private: + + arma_aligned eT d_count; + arma_aligned uword i_count; + }; + + + +//! Class for keeping statistics of a continuously sampled process / signal. +//! Useful if the storage of individual samples is not necessary or desired. +//! Also useful if the number of samples is not known beforehand or exceeds +//! available memory. +template +class running_stat + { + public: + + typedef typename get_pod_type::result T; + + + inline ~running_stat(); + inline running_stat(); + + inline void operator() (const T sample); + inline void operator() (const std::complex& sample); + + inline void reset(); + + inline eT mean() const; + + inline T var (const uword norm_type = 0) const; + inline T stddev(const uword norm_type = 0) const; + + inline eT min() const; + inline eT max() const; + inline eT range() const; + + inline T count() const; + + // + // + + private: + + arma_aligned arma_counter counter; + + arma_aligned eT r_mean; + arma_aligned T r_var; + + arma_aligned eT min_val; + arma_aligned eT max_val; + + arma_aligned T min_val_norm; + arma_aligned T max_val_norm; + + + friend class running_stat_aux; + }; + + + +class running_stat_aux + { + public: + + template + inline static void update_stats(running_stat& x, const eT sample, const typename arma_not_cx::result* junk = nullptr); + + template + inline static void update_stats(running_stat& x, const std::complex& sample, const typename arma_not_cx::result* junk = nullptr); + + template + inline static void update_stats(running_stat& x, const typename eT::value_type sample, const typename arma_cx_only::result* junk = nullptr); + + template + inline static void update_stats(running_stat& x, const eT& sample, const typename arma_cx_only::result* junk = nullptr); + }; + + + +//! @} -- cgit v1.2.1