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298 lines
8.8 KiB
298 lines
8.8 KiB
/////////////////////////////////////////////////////////////////////////////// |
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// mean.hpp |
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// |
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// Copyright 2005 Eric Niebler. Distributed under the Boost |
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// Software License, Version 1.0. (See accompanying file |
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// LICENSE_1_0.txt or copy at http://www.boost.org/LICENSE_1_0.txt) |
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#ifndef BOOST_ACCUMULATORS_STATISTICS_MEAN_HPP_EAN_28_10_2005 |
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#define BOOST_ACCUMULATORS_STATISTICS_MEAN_HPP_EAN_28_10_2005 |
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#include <boost/mpl/placeholders.hpp> |
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#include <boost/accumulators/framework/accumulator_base.hpp> |
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#include <boost/accumulators/framework/extractor.hpp> |
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#include <boost/accumulators/numeric/functional.hpp> |
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#include <boost/accumulators/framework/parameters/sample.hpp> |
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#include <boost/accumulators/framework/depends_on.hpp> |
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#include <boost/accumulators/statistics_fwd.hpp> |
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#include <boost/accumulators/statistics/count.hpp> |
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#include <boost/accumulators/statistics/sum.hpp> |
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namespace boost { namespace accumulators |
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{ |
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namespace impl |
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{ |
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/////////////////////////////////////////////////////////////////////////////// |
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// mean_impl |
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// lazy, by default |
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template<typename Sample, typename SumFeature> |
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struct mean_impl |
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: accumulator_base |
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{ |
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// for boost::result_of |
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typedef typename numeric::functional::average<Sample, std::size_t>::result_type result_type; |
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mean_impl(dont_care) {} |
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template<typename Args> |
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result_type result(Args const &args) const |
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{ |
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extractor<SumFeature> sum; |
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return numeric::average(sum(args), count(args)); |
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} |
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}; |
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template<typename Sample, typename Tag> |
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struct immediate_mean_impl |
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: accumulator_base |
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{ |
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// for boost::result_of |
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typedef typename numeric::functional::average<Sample, std::size_t>::result_type result_type; |
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template<typename Args> |
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immediate_mean_impl(Args const &args) |
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: mean(numeric::average(args[sample | Sample()], numeric::one<std::size_t>::value)) |
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{ |
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} |
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template<typename Args> |
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void operator ()(Args const &args) |
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{ |
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std::size_t cnt = count(args); |
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this->mean = numeric::average( |
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(this->mean * (cnt - 1)) + args[parameter::keyword<Tag>::get()] |
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, cnt |
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); |
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} |
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result_type result(dont_care) const |
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{ |
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return this->mean; |
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} |
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private: |
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result_type mean; |
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}; |
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} // namespace impl |
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/////////////////////////////////////////////////////////////////////////////// |
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// tag::mean |
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// tag::immediate_mean |
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// tag::mean_of_weights |
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// tag::immediate_mean_of_weights |
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// tag::mean_of_variates |
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// tag::immediate_mean_of_variates |
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// |
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namespace tag |
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{ |
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struct mean |
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: depends_on<count, sum> |
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{ |
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/// INTERNAL ONLY |
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/// |
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typedef accumulators::impl::mean_impl<mpl::_1, sum> impl; |
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}; |
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struct immediate_mean |
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: depends_on<count> |
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{ |
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/// INTERNAL ONLY |
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/// |
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typedef accumulators::impl::immediate_mean_impl<mpl::_1, tag::sample> impl; |
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}; |
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struct mean_of_weights |
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: depends_on<count, sum_of_weights> |
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{ |
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typedef mpl::true_ is_weight_accumulator; |
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/// INTERNAL ONLY |
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/// |
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typedef accumulators::impl::mean_impl<mpl::_2, sum_of_weights> impl; |
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}; |
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struct immediate_mean_of_weights |
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: depends_on<count> |
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{ |
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typedef mpl::true_ is_weight_accumulator; |
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/// INTERNAL ONLY |
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/// |
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typedef accumulators::impl::immediate_mean_impl<mpl::_2, tag::weight> impl; |
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}; |
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template<typename VariateType, typename VariateTag> |
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struct mean_of_variates |
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: depends_on<count, sum_of_variates<VariateType, VariateTag> > |
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{ |
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/// INTERNAL ONLY |
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/// |
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typedef mpl::always<accumulators::impl::mean_impl<VariateType, sum_of_variates<VariateType, VariateTag> > > impl; |
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}; |
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template<typename VariateType, typename VariateTag> |
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struct immediate_mean_of_variates |
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: depends_on<count> |
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{ |
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/// INTERNAL ONLY |
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/// |
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typedef mpl::always<accumulators::impl::immediate_mean_impl<VariateType, VariateTag> > impl; |
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}; |
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} |
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/////////////////////////////////////////////////////////////////////////////// |
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// extract::mean |
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// extract::mean_of_weights |
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// extract::mean_of_variates |
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// |
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namespace extract |
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{ |
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extractor<tag::mean> const mean = {}; |
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extractor<tag::mean_of_weights> const mean_of_weights = {}; |
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BOOST_ACCUMULATORS_DEFINE_EXTRACTOR(tag, mean_of_variates, (typename)(typename)) |
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BOOST_ACCUMULATORS_IGNORE_GLOBAL(mean) |
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BOOST_ACCUMULATORS_IGNORE_GLOBAL(mean_of_weights) |
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} |
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using extract::mean; |
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using extract::mean_of_weights; |
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using extract::mean_of_variates; |
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// mean(lazy) -> mean |
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template<> |
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struct as_feature<tag::mean(lazy)> |
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{ |
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typedef tag::mean type; |
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}; |
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// mean(immediate) -> immediate_mean |
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template<> |
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struct as_feature<tag::mean(immediate)> |
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{ |
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typedef tag::immediate_mean type; |
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}; |
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// mean_of_weights(lazy) -> mean_of_weights |
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template<> |
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struct as_feature<tag::mean_of_weights(lazy)> |
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{ |
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typedef tag::mean_of_weights type; |
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}; |
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// mean_of_weights(immediate) -> immediate_mean_of_weights |
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template<> |
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struct as_feature<tag::mean_of_weights(immediate)> |
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{ |
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typedef tag::immediate_mean_of_weights type; |
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}; |
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// mean_of_variates<VariateType, VariateTag>(lazy) -> mean_of_variates<VariateType, VariateTag> |
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template<typename VariateType, typename VariateTag> |
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struct as_feature<tag::mean_of_variates<VariateType, VariateTag>(lazy)> |
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{ |
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typedef tag::mean_of_variates<VariateType, VariateTag> type; |
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}; |
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// mean_of_variates<VariateType, VariateTag>(immediate) -> immediate_mean_of_variates<VariateType, VariateTag> |
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template<typename VariateType, typename VariateTag> |
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struct as_feature<tag::mean_of_variates<VariateType, VariateTag>(immediate)> |
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{ |
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typedef tag::immediate_mean_of_variates<VariateType, VariateTag> type; |
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}; |
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// for the purposes of feature-based dependency resolution, |
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// immediate_mean provides the same feature as mean |
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template<> |
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struct feature_of<tag::immediate_mean> |
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: feature_of<tag::mean> |
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{ |
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}; |
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// for the purposes of feature-based dependency resolution, |
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// immediate_mean provides the same feature as mean |
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template<> |
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struct feature_of<tag::immediate_mean_of_weights> |
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: feature_of<tag::mean_of_weights> |
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{ |
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}; |
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// for the purposes of feature-based dependency resolution, |
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// immediate_mean provides the same feature as mean |
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template<typename VariateType, typename VariateTag> |
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struct feature_of<tag::immediate_mean_of_variates<VariateType, VariateTag> > |
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: feature_of<tag::mean_of_variates<VariateType, VariateTag> > |
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{ |
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}; |
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// So that mean can be automatically substituted with |
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// weighted_mean when the weight parameter is non-void. |
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template<> |
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struct as_weighted_feature<tag::mean> |
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{ |
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typedef tag::weighted_mean type; |
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}; |
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template<> |
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struct feature_of<tag::weighted_mean> |
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: feature_of<tag::mean> |
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{}; |
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// So that immediate_mean can be automatically substituted with |
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// immediate_weighted_mean when the weight parameter is non-void. |
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template<> |
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struct as_weighted_feature<tag::immediate_mean> |
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{ |
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typedef tag::immediate_weighted_mean type; |
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}; |
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template<> |
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struct feature_of<tag::immediate_weighted_mean> |
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: feature_of<tag::immediate_mean> |
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{}; |
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// So that mean_of_weights<> can be automatically substituted with |
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// weighted_mean_of_variates<> when the weight parameter is non-void. |
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template<typename VariateType, typename VariateTag> |
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struct as_weighted_feature<tag::mean_of_variates<VariateType, VariateTag> > |
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{ |
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typedef tag::weighted_mean_of_variates<VariateType, VariateTag> type; |
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}; |
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template<typename VariateType, typename VariateTag> |
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struct feature_of<tag::weighted_mean_of_variates<VariateType, VariateTag> > |
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: feature_of<tag::mean_of_variates<VariateType, VariateTag> > |
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{ |
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}; |
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// So that immediate_mean_of_weights<> can be automatically substituted with |
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// immediate_weighted_mean_of_variates<> when the weight parameter is non-void. |
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template<typename VariateType, typename VariateTag> |
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struct as_weighted_feature<tag::immediate_mean_of_variates<VariateType, VariateTag> > |
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{ |
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typedef tag::immediate_weighted_mean_of_variates<VariateType, VariateTag> type; |
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}; |
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template<typename VariateType, typename VariateTag> |
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struct feature_of<tag::immediate_weighted_mean_of_variates<VariateType, VariateTag> > |
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: feature_of<tag::immediate_mean_of_variates<VariateType, VariateTag> > |
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{ |
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}; |
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//////////////////////////////////////////////////////////////////////////// |
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//// droppable_accumulator<mean_impl> |
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//// need to specialize droppable lazy mean to cache the result at the |
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//// point the accumulator is dropped. |
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///// INTERNAL ONLY |
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///// |
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//template<typename Sample, typename SumFeature> |
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//struct droppable_accumulator<impl::mean_impl<Sample, SumFeature> > |
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// : droppable_accumulator_base< |
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// with_cached_result<impl::mean_impl<Sample, SumFeature> > |
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// > |
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//{ |
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// template<typename Args> |
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// droppable_accumulator(Args const &args) |
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// : droppable_accumulator::base(args) |
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// { |
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// } |
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//}; |
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}} // namespace boost::accumulators |
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#endif
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