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author | Nao Pross <np@0hm.ch> | 2024-02-12 14:52:43 +0100 |
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committer | Nao Pross <np@0hm.ch> | 2024-02-12 14:52:43 +0100 |
commit | eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d (patch) | |
tree | bc2efa38ff4e350f9a111ac87065cd7ae9a911c7 /src/armadillo/include/armadillo_bits/running_stat_bones.hpp | |
download | fsisotool-eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d.tar.gz fsisotool-eda5bc26f44ee9a6f83dcf8c91f17296d7fc509d.zip |
Move into version control
Diffstat (limited to 'src/armadillo/include/armadillo_bits/running_stat_bones.hpp')
-rw-r--r-- | src/armadillo/include/armadillo_bits/running_stat_bones.hpp | 121 |
1 files changed, 121 insertions, 0 deletions
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<typename eT> +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<typename eT> +class running_stat + { + public: + + typedef typename get_pod_type<eT>::result T; + + + inline ~running_stat(); + inline running_stat(); + + inline void operator() (const T sample); + inline void operator() (const std::complex<T>& 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<T> 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<typename eT> + inline static void update_stats(running_stat<eT>& x, const eT sample, const typename arma_not_cx<eT>::result* junk = nullptr); + + template<typename eT> + inline static void update_stats(running_stat<eT>& x, const std::complex<eT>& sample, const typename arma_not_cx<eT>::result* junk = nullptr); + + template<typename eT> + inline static void update_stats(running_stat<eT>& x, const typename eT::value_type sample, const typename arma_cx_only<eT>::result* junk = nullptr); + + template<typename eT> + inline static void update_stats(running_stat<eT>& x, const eT& sample, const typename arma_cx_only<eT>::result* junk = nullptr); + }; + + + +//! @} |