lsh-regression.cpp File Reference

lsh_regression binnary More...

#include "paal/data_structures/mapped_file.hpp"
#include "paal/regression/lsh_nearest_neighbors_regression.hpp"
#include "paal/utils/functors.hpp"
#include "paal/utils/performance_measures.hpp"
#include "paal/utils/read_svm.hpp"
#include "paal/utils/singleton_iterator.hpp"
#include "paal/utils/system_message.hpp"
#include <boost/algorithm/string.hpp>
#include <boost/archive/binary_iarchive.hpp>
#include <boost/archive/binary_oarchive.hpp>
#include <boost/function_output_iterator.hpp>
#include <boost/iostreams/device/mapped_file.hpp>
#include <boost/numeric/ublas/vector_sparse.hpp>
#include <boost/program_options.hpp>
#include <boost/range/adaptor/transformed.hpp>
#include <boost/range/algorithm/copy.hpp>
#include <boost/range/algorithm/fill.hpp>
#include <boost/range/empty.hpp>
#include <boost/range/size.hpp>
#include <cstdlib>
#include <iostream>
#include <random>
#include <sstream>
#include <string>
#include <thread>
#include <utility>

Go to the source code of this file.

Classes
struct	l1_tag
struct	l2_tag
struct	ham_tag
struct	jaccard_tag
struct	params

Typedefs
using	point_type_sparse = boost::numeric::ublas::compressed_vector< double >
using	point_type_dense = boost::numeric::ublas::vector< double >

Enumerations
enum	Metric { HAMMING, L1, L2, JACCARD }
enum	Vector_type { SPARSE, DENSE }

Functions
std::istream &	operator>> (std::istream &in, Metric &metr)
std::istream &	operator>> (std::istream &in, Vector_type &vec_type)
auto	get_function_generator (l1_tag, params const &p)
auto	get_function_generator (l2_tag, params const &p)
auto	get_function_generator (ham_tag, params const &p)
auto	get_function_generator (jaccard_tag, params const &p)
template<typename Row = point_type_sparse, typename LshFunctionTag >
void	m_main (po::variables_map const &vm, params const &p, LshFunctionTag tag)
template<typename LshFunctionTag >
void	choose_vector_type_main (po::variables_map const &vm, params const &p, LshFunctionTag tag)
void	choose_vector_type_main (po::variables_map const &vm, params const &p, jaccard_tag tag)
int	main (int argc, char **argv)

Detailed Description

lsh_regression binnary

Author

Karol Wegrzycki, Andrzej Pacuk, Piotr Wygocki

Version

1.0

Date

2014-11-19

Definition in file lsh-regression.cpp.