Classes
class	CLIOption
	A static object whose constructor registers a parameter with the IO class. More...

struct	ParameterType
	Utility struct to return the type that CLI11 should accept for a given input type. More...

struct	ParameterType< arma::Col< eT > >
	For vector types, CLI11 will accept a std::string, not an arma::Col<eT> (since it is not clear how to specify a vector on the command-line). More...

struct	ParameterType< arma::Mat< eT > >
	For matrix types, CLI11 will accept a std::string, not an arma::mat (since it is not clear how to specify a matrix on the command-line). More...

struct	ParameterType< arma::Row< eT > >
	For row vector types, CLI11 will accept a std::string, not an arma::Row<eT> (since it is not clear how to specify a vector on the command-line). More...

struct	ParameterType< std::tuple< mlpack::data::DatasetMapper< PolicyType, std::string >, arma::Mat< eT > > >
	For matrix+dataset info types, we should accept a std::string. More...

struct	ParameterTypeDeducer

struct	ParameterTypeDeducer< true, T >

Functions
template < typename T >
void	AddToCLI11 (const std::string &cliName, util::ParamData &param, CLI::App &app, const typename std::enable_if<!std::is_same< T, bool >::value >::type =0, const typename std::enable_if<! arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<! data::HasSerialize< T >::value >::type =0, const typename std::enable_if< std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type =0)
	Add a tuple option to CLI11. More...

template < typename T >
void	AddToCLI11 (const std::string &cliName, util::ParamData &param, CLI::App &app, const typename std::enable_if<!std::is_same< T, bool >::value >::type =0, const typename std::enable_if<! arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type =0)
	Add a serializable option to CLI11. More...

template < typename T >
void	AddToCLI11 (const std::string &cliName, util::ParamData &param, CLI::App &app, const typename std::enable_if<! std::is_same< T, bool >::value >::type =0, const typename std::enable_if< arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *=0)
	Add an arma matrix to CLI11. More...

template < typename T >
void	AddToCLI11 (const std::string &cliName, util::ParamData &param, CLI::App &app, const typename std::enable_if<! std::is_same< T, bool >::value >::type =0, const typename std::enable_if<! arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<! data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type =0)
	Add an option to CLI11. More...

template < typename T >
void	AddToCLI11 (const std::string &cliName, util::ParamData &param, CLI::App &app, const typename std::enable_if< std::is_same< T, bool >::value >::type =0, const typename std::enable_if<! arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<! data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type =0)
	Add a boolean option to CLI11. More...

template < typename T >
void	AddToCLI11 (util::ParamData &param, const void , void output)
	Add an option to CLI11. More...

template < typename T >
void	DefaultParam (util::ParamData &data, const void , void output)
	Return the default value of an option. More...

template < typename T >
std::string	DefaultParamImpl (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!util::IsStdVector< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::string >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *=0)
	Return the default value of an option. More...

template < typename T >
std::string	DefaultParamImpl (util::ParamData &data, const typename std::enable_if< util::IsStdVector< T >::value >::type *=0)
	Return the default value of a vector option. More...

template < typename T >
std::string	DefaultParamImpl (util::ParamData &data, const typename std::enable_if< std::is_same< T, std::string >::value >::type *=0)
	Return the default value of a string option. More...

template < typename T >
std::string	DefaultParamImpl (util::ParamData &data, const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *=0)
	Return the default value of a matrix option, a tuple option, a serializable option, or a string option (this returns the default filename, or '' if the default is no file). More...

template < typename T >
std::string	DefaultParamImpl (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)
	Return the default value of a model option (this returns the default filename, or '' if the default is no file). More...

template < typename T >
void	DeleteAllocatedMemory (util::ParamData &d, const void , void )

template < typename T >
void	DeleteAllocatedMemoryImpl (util::ParamData &, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0)

template < typename T >
void	DeleteAllocatedMemoryImpl (util::ParamData &, const typename std::enable_if< arma::is_arma_type< T >::value >::type *=0)

template < typename T >
void	DeleteAllocatedMemoryImpl (util::ParamData &d, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)

void	EndProgram (util::Params &params, util::Timers &timers)
	Handle command-line program termination. More...

template < typename T >
void *	GetAllocatedMemory (util::ParamData &, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0)

template < typename T >
void *	GetAllocatedMemory (util::ParamData &, const typename std::enable_if< arma::is_arma_type< T >::value >::type *=0)

template < typename T >
void *	GetAllocatedMemory (util::ParamData &d, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)

template < typename T >
void	GetAllocatedMemory (util::ParamData &d, const void , void output)

std::string	GetBindingName (const std::string &bindingName)
	Given the name of a binding, print its command-line name (this returns "mlpack_<bindingName>". More...

template < typename T >
T &	GetParam (util::ParamData &d, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *=0)
	This overload is called when nothing special needs to happen to the name of the parameter. More...

template < typename T >
T &	GetParam (util::ParamData &d, const typename std::enable_if< arma::is_arma_type< T >::value >::type *=0)
	Return a matrix parameter. More...

template < typename T >
T &	GetParam (util::ParamData &d, const typename std::enable_if< std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *=0)
	Return a matrix/dataset info parameter. More...

template < typename T >
T *&	GetParam (util::ParamData &d, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)
	Return a serializable object. More...

template < typename T >
void	GetParam (util::ParamData &d, const void , void output)
	Return a parameter casted to the given type. More...

template < typename T >
std::string	GetPrintableParam (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!util::IsStdVector< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type =0)
	Print an option. More...

template < typename T >
std::string	GetPrintableParam (util::ParamData &data, const typename std::enable_if< util::IsStdVector< T >::value >::type *=0)
	Print a vector option, with spaces between it. More...

template < typename T >
std::string	GetPrintableParam (util::ParamData &data, const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *=0)
	Print a matrix/tuple option (this just prints the filename). More...

template < typename T >
std::string	GetPrintableParam (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)
	Print a model option (this just prints the filename). More...

template < typename T >
void	GetPrintableParam (util::ParamData &data, const void , void output)
	Print an option into a std::string. More...

template < typename T >
std::string	GetPrintableParamName (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *=0)
	Get the parameter name for a type that has no special handling. More...

template < typename T >
std::string	GetPrintableParamName (util::ParamData &data, const typename std::enable_if< arma::is_arma_type< T >::value >::type *=0)
	Get the parameter name for a matrix type (where the user has to pass the file that holds the matrix). More...

template < typename T >
std::string	GetPrintableParamName (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)
	Get the parameter name for a serializable model type (where the user has to pass the file that holds the matrix). More...

template < typename T >
std::string	GetPrintableParamName (util::ParamData &data, const typename std::enable_if< std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *=0)
	Get the parameter name for a mapped matrix type (where the user has to pass the file that holds the matrix). More...

template < typename T >
void	GetPrintableParamName (util::ParamData &d, const void , void output)
	Get the parameter's name as seen by the user. More...

template < typename T >
std::string	GetPrintableParamValue (util::ParamData &data, const std::string &value, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *=0)
	Get the parameter name for a type that has no special handling. More...

template < typename T >
std::string	GetPrintableParamValue (util::ParamData &data, const std::string &value, const typename std::enable_if< arma::is_arma_type< T >::value >::type *=0)
	Get the parameter name for a matrix type (where the user has to pass the file that holds the matrix). More...

template < typename T >
std::string	GetPrintableParamValue (util::ParamData &data, const std::string &value, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)
	Get the parameter name for a serializable model type (where the user has to pass the file that holds the matrix). More...

template < typename T >
std::string	GetPrintableParamValue (util::ParamData &data, const std::string &value, const typename std::enable_if< std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *=0)
	Get the parameter name for a mapped matrix type (where the user has to pass the file that holds the matrix). More...

template < typename T >
void	GetPrintableParamValue (util::ParamData &d, const void input, void output)
	Get the parameter's name as seen by the user. More...

template < typename T >
std::string	GetPrintableType (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!util::IsStdVector< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type =0)
	Return a string representing the command-line type of an option. More...

template < typename T >
std::string	GetPrintableType (util::ParamData &data, const typename std::enable_if< util::IsStdVector< T >::value >::type *=0)
	Return a string representing the command-line type of a vector. More...

template < typename T >
std::string	GetPrintableType (util::ParamData &data, const typename std::enable_if< arma::is_arma_type< T >::value >::type *=0)
	Return a string representing the command-line type of a matrix option. More...

template < typename T >
std::string	GetPrintableType (util::ParamData &data, const typename std::enable_if< std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *=0)
	Return a string representing the command-line type of a matrix tuple option. More...

template < typename T >
std::string	GetPrintableType (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)
	Return a string representing the command-line type of a model. More...

template < typename T >
void	GetPrintableType (util::ParamData &data, const void , void output)
	Print the command-line type of an option into a string. More...

template < typename T >
T &	GetRawParam (util::ParamData &d, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *=0)
	This overload is called when nothing special needs to happen to the name of the parameter. More...

template < typename T >
T &	GetRawParam (util::ParamData &d, const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *=0)
	Return a matrix parameter. More...

template < typename T >
T *&	GetRawParam (util::ParamData &d, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)
	Return the name of a model parameter. More...

template < typename T >
void	GetRawParam (util::ParamData &d, const void , void output)
	Return a parameter casted to the given type. More...

template < typename T >
bool	IgnoreCheck (const T &)
	Return whether or not a runtime check on parameters should be ignored. More...

template < typename T >
void	InPlaceCopy (util::ParamData &d, const void input, void )
	Make the given ParamData be an in-place copy of the input. More...

template < typename T >
void	InPlaceCopyInternal (util::ParamData &, util::ParamData &, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *=0)
	This overload is called when nothing special needs to happen to make something an in-place copy. More...

template < typename T >
void	InPlaceCopyInternal (util::ParamData &d, util::ParamData &input, const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *=0)
	Modify the filename for any type that needs to be loaded from disk to match the filename of the input parameter, for a matrix/DatasetInfo parameter. More...

template < typename T >
void	InPlaceCopyInternal (util::ParamData &d, util::ParamData &input, const typename std::enable_if< data::HasSerialize< T >::value >::type *=0)
	Modify the filename for any type that needs to be loaded from disk to match the filename of the input parameter. More...

template < typename T >
std::string	MapParameterName (const std::string &identifier, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *=0)
	If needed, map the parameter name to the name that is used by CLI11. More...

template < typename T >
std::string	MapParameterName (const std::string &identifier, const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value\|\|data::HasSerialize< T >::value >::type *=0)
	Map the parameter name to the name that is used by CLI11. More...

template < typename T >
void	MapParameterName (util::ParamData &d, const void , void output)
	Map the parameter name to the name seen by CLI. More...

template < typename T >
void	OutputParam (util::ParamData &data, const void , void )
	Output an option. More...

template < typename T >
void	OutputParamImpl (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!util::IsStdVector< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type =0)
	Output an option (print to stdout). More...

template < typename T >
void	OutputParamImpl (util::ParamData &data, const typename std::enable_if< util::IsStdVector< T >::value >::type *=0)
	Output a vector option (print to stdout). More...

template < typename T >
void	OutputParamImpl (util::ParamData &data, const typename std::enable_if< arma::is_arma_type< T >::value >::type *=0)
	Output a matrix option (this saves it to the given file). More...

template < typename T >
void	OutputParamImpl (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)
	Output a serializable class option (this saves it to the given file). More...

template < typename T >
void	OutputParamImpl (util::ParamData &data, const typename std::enable_if< std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *=0)
	Output a mapped dataset. More...

std::string	ParamString (const std::string &bindingName, const std::string &paramName)
	Print what a user would type to invoke the given option name. More...

mlpack::util::Params	ParseCommandLine (int argc, char *argv, const char bindingName="")
	Parse the command line, setting all of the options inside of the CLI object to their appropriate given values. More...

std::string	PrintDataset (const std::string &dataset)
	Print a dataset type parameter (add .csv and return). More...

std::string	PrintDefault (const std::string &bindingName, const std::string &paramName)
	Given a parameter name, print its corresponding default value. More...

void	PrintHelp (util::Params &params, const std::string &param="")
	Print the help for the given parameter. More...

std::string	PrintImport (const std::string &bindingName)
	Print any imports for CLI (there are none, so this returns an empty string). More...

std::string	PrintInputOptionInfo ()
	Print any special information about input options. More...

std::string	PrintModel (const std::string &model)
	Print a model type parameter (add .bin and return). More...

std::string	PrintOutputOptionInfo ()
	Print any special information about output options. More...

std::string	PrintType (util::ParamData &param)
	Print the type of a parameter that a user would specify from the command-line. More...

template < typename T >
std::string	PrintTypeDoc (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!util::IsStdVector< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type =0)
	Return a string representing the command-line type of an option. More...

template < typename T >
std::string	PrintTypeDoc (util::ParamData &data, const typename std::enable_if< util::IsStdVector< T >::value >::type *=0)
	Return a string representing the command-line type of a vector. More...

template < typename T >
std::string	PrintTypeDoc (util::ParamData &data, const typename std::enable_if< arma::is_arma_type< T >::value >::type *=0)
	Return a string representing the command-line type of a matrix option. More...

template < typename T >
std::string	PrintTypeDoc (util::ParamData &data, const typename std::enable_if< std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *=0)
	Return a string representing the command-line type of a matrix tuple option. More...

template < typename T >
std::string	PrintTypeDoc (util::ParamData &data, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)
	Return a string representing the command-line type of a model. More...

template < typename T >
void	PrintTypeDoc (util::ParamData &data, const void , void output)
	Print the command-line type of an option into a string. More...

std::string	PrintTypeDocs ()
	Print documentation for each of the types. More...

template < typename T >
std::string	PrintValue (const T &value, bool quotes)
	Given a parameter type, print the corresponding value. More...

std::string	ProcessOptions ()
	Base case for recursion. More...

template<typename T , typename... Args>
std::string	ProcessOptions (util::Params &params, const std::string &paramName, const T &value, Args... args)
	Print an option for a command-line argument. More...

template<typename... Args>
std::string	ProgramCall (const std::string &programName, Args... args)
	Given a program name and arguments for it, print what its invocation would be. More...

std::string	ProgramCall (util::Params &p, const std::string &programName)
	Given a program name, print a program call invocation assuming that all options are specified. More...

template < typename T >
void	SetParam (util::ParamData &d, const boost::any &value, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0, const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type =0, const typename std::enable_if<!std::is_same< T, bool >::value >::type =0)
	This overload is called when nothing special needs to happen to the name of the parameter. More...

template < typename T >
void	SetParam (util::ParamData &d, const boost::any &, const typename std::enable_if< std::is_same< T, bool >::value >::type *=0)
	This overload is called to set a boolean. More...

template < typename T >
void	SetParam (util::ParamData &d, const boost::any &value, const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *=0)
	Set a matrix parameter, a matrix/dataset info parameter. More...

template < typename T >
void	SetParam (util::ParamData &d, const boost::any &value, const typename std::enable_if<!arma::is_arma_type< T >::value >::type =0, const typename std::enable_if< data::HasSerialize< T >::value >::type =0)
	Set a serializable object. More...

template < typename T >
void	SetParam (util::ParamData &d, const void input, void )
	Return a parameter casted to the given type. More...

template < typename T >
void	StringTypeParam (util::ParamData &, const void , void output)
	Return a string containing the type of a parameter. More...

template < >
void	StringTypeParam< bool > (util::ParamData &, const void , void output)
	Return "bool". More...

template < >
void	StringTypeParam< double > (util::ParamData &, const void , void output)
	Return "double". More...

template < >
void	StringTypeParam< int > (util::ParamData &, const void , void output)
	Return "int". More...

template < >
void	StringTypeParam< std::string > (util::ParamData &, const void , void output)
	Return "string". More...

template < >
void	StringTypeParam< std::tuple< mlpack::data::DatasetInfo, arma::mat > > (util::ParamData &, const void , void output)
	Return "string";. More...

template < typename T >
std::string	StringTypeParamImpl (const typename std::enable_if<!util::IsStdVector< T >::value >::type =0, const typename std::enable_if<!data::HasSerialize< T >::value >::type =0)
	Return a string containing the type of the parameter. More...

template < typename T >
std::string	StringTypeParamImpl (const typename std::enable_if< util::IsStdVector< T >::value >::type *=0)
	Return a string containing the type of the parameter, for vector options. More...

template < typename T >
std::string	StringTypeParamImpl (const typename std::enable_if< data::HasSerialize< T >::value >::type *=0)
	Return a string containing the type of the parameter,. More...

Function Documentation

◆ AddToCLI11() [1/6]

void mlpack::bindings::cli::AddToCLI11	(	const std::string &	cliName,
		util::ParamData &	param,
		CLI::App &	app,
		const typename std::enable_if<!std::is_same< T, bool >::value >::type *	= `0`,
		const typename std::enable_if<! arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<! data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if< std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Add a tuple option to CLI11.

Parameters

cliName	The name of the option to add to CLI11.
param	an object of util::ParamData.
app	A CLI11 object to add parameter to.

Definition at line 33 of file add_to_cli11.hpp.

References ParamData::desc, ParamData::value, and ParamData::wasPassed.

◆ AddToCLI11() [2/6]

void mlpack::bindings::cli::AddToCLI11	(	const std::string &	cliName,
		util::ParamData &	param,
		CLI::App &	app,
		const typename std::enable_if<!std::is_same< T, bool >::value >::type *	= `0`,
		const typename std::enable_if<! arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Add a serializable option to CLI11.

Parameters

cliName	The name of the option to add to CLI11.
param	an object of util::ParamData.
app	a CLI11 object to add parameter to.

Definition at line 65 of file add_to_cli11.hpp.

References ParamData::desc, ParamData::value, and ParamData::wasPassed.

◆ AddToCLI11() [3/6]

void mlpack::bindings::cli::AddToCLI11	(	const std::string &	cliName,
		util::ParamData &	param,
		CLI::App &	app,
		const typename std::enable_if<! std::is_same< T, bool >::value >::type *	= `0`,
		const typename std::enable_if< arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Add an arma matrix to CLI11.

Parameters

cliName	The name of the option to add to CLI11.
param	an object of util::ParamData.
app	a CLI11 object to add parameter to.

Definition at line 97 of file add_to_cli11.hpp.

References ParamData::desc, ParamData::value, and ParamData::wasPassed.

◆ AddToCLI11() [4/6]

void mlpack::bindings::cli::AddToCLI11	(	const std::string &	cliName,
		util::ParamData &	param,
		CLI::App &	app,
		const typename std::enable_if<! std::is_same< T, bool >::value >::type *	= `0`,
		const typename std::enable_if<! arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<! data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Add an option to CLI11.

Parameters

cliName	The name of the option to add to CLI11.
param	an object of util::ParamData.
app	a CLI11 object to add parameter to.

Definition at line 127 of file add_to_cli11.hpp.

References ParamData::desc, ParamData::value, and ParamData::wasPassed.

◆ AddToCLI11() [5/6]

void mlpack::bindings::cli::AddToCLI11	(	const std::string &	cliName,
		util::ParamData &	param,
		CLI::App &	app,
		const typename std::enable_if< std::is_same< T, bool >::value >::type *	= `0`,
		const typename std::enable_if<! arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<! data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Add a boolean option to CLI11.

Parameters

cliName	The name of the option to add to CLI11.
param	an object of util::ParamData.
app	a CLI11 object to add parameter to.

Definition at line 157 of file add_to_cli11.hpp.

References ParamData::desc, ParamData::value, and ParamData::wasPassed.

◆ AddToCLI11() [6/6]

void mlpack::bindings::cli::AddToCLI11	(	util::ParamData &	param,
		const void *	,
		void *	output
	)

Add an option to CLI11.

This is the function meant to be used in the CLI function map.

Parameters

param	Parameter data.
*	(input) Unused void pointer.
output	Void pointer to options_description object.

Definition at line 188 of file add_to_cli11.hpp.

References ParamData::alias, and ParamData::name.

◆ DefaultParam()

void mlpack::bindings::cli::DefaultParam	(	util::ParamData &	data,
		const void *	,
		void *	output
	)

Return the default value of an option.

This is the function that will be placed into the CLI functionMap.

Definition at line 81 of file default_param.hpp.

◆ DefaultParamImpl() [1/5]

std::string mlpack::bindings::cli::DefaultParamImpl	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!util::IsStdVector< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::string >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Return the default value of an option.

This is for regular types.

◆ DefaultParamImpl() [2/5]

std::string mlpack::bindings::cli::DefaultParamImpl	(	util::ParamData &	data,
		const typename std::enable_if< util::IsStdVector< T >::value >::type *	= `0`
	)

Return the default value of a vector option.

◆ DefaultParamImpl() [3/5]

std::string mlpack::bindings::cli::DefaultParamImpl	(	util::ParamData &	data,
		const typename std::enable_if< std::is_same< T, std::string >::value >::type *	= `0`
	)

Return the default value of a string option.

◆ DefaultParamImpl() [4/5]

std::string mlpack::bindings::cli::DefaultParamImpl	(	util::ParamData &	data,
		const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Return the default value of a matrix option, a tuple option, a serializable option, or a string option (this returns the default filename, or '' if the default is no file).

◆ DefaultParamImpl() [5/5]

std::string mlpack::bindings::cli::DefaultParamImpl	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Return the default value of a model option (this returns the default filename, or '' if the default is no file).

◆ DeleteAllocatedMemory()

void mlpack::bindings::cli::DeleteAllocatedMemory	(	util::ParamData &	d,
		const void *	,
		void *
	)

Definition at line 50 of file delete_allocated_memory.hpp.

◆ DeleteAllocatedMemoryImpl() [1/3]

void mlpack::bindings::cli::DeleteAllocatedMemoryImpl	(	util::ParamData &	,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`
	)

Definition at line 22 of file delete_allocated_memory.hpp.

◆ DeleteAllocatedMemoryImpl() [2/3]

void mlpack::bindings::cli::DeleteAllocatedMemoryImpl	(	util::ParamData &	,
		const typename std::enable_if< arma::is_arma_type< T >::value >::type *	= `0`
	)

Definition at line 31 of file delete_allocated_memory.hpp.

◆ DeleteAllocatedMemoryImpl() [3/3]

void mlpack::bindings::cli::DeleteAllocatedMemoryImpl	(	util::ParamData &	d,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Definition at line 39 of file delete_allocated_memory.hpp.

References ParamData::value.

◆ EndProgram()

void mlpack::bindings::cli::EndProgram	(	util::Params &	params,
		util::Timers &	timers
	)

inline

Handle command-line program termination.

If –help or –info was passed, we won't make it here, so we don't have to write any contingencies for that.

Definition at line 26 of file end_program.hpp.

References Params::functionMap, Timer::GetAllTimers(), Timers::GetAllTimers(), Params::Has(), Log::Info, ParamData::input, Params::Parameters(), Timers::Print(), Timers::StopAllTimers(), and ParamData::tname.

Referenced by main().

◆ GetAllocatedMemory() [1/4]

void* mlpack::bindings::cli::GetAllocatedMemory	(	util::ParamData &	,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`
	)

Definition at line 23 of file get_allocated_memory.hpp.

◆ GetAllocatedMemory() [2/4]

void* mlpack::bindings::cli::GetAllocatedMemory	(	util::ParamData &	,
		const typename std::enable_if< arma::is_arma_type< T >::value >::type *	= `0`
	)

Definition at line 32 of file get_allocated_memory.hpp.

◆ GetAllocatedMemory() [3/4]

void* mlpack::bindings::cli::GetAllocatedMemory	(	util::ParamData &	d,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Definition at line 40 of file get_allocated_memory.hpp.

References ParamData::value.

◆ GetAllocatedMemory() [4/4]

void mlpack::bindings::cli::GetAllocatedMemory	(	util::ParamData &	d,
		const void *	,
		void *	output
	)

Definition at line 52 of file get_allocated_memory.hpp.

◆ GetBindingName()

std::string mlpack::bindings::cli::GetBindingName ( const std::string & bindingName )

inline

Given the name of a binding, print its command-line name (this returns "mlpack_<bindingName>".

◆ GetParam() [1/5]

T& mlpack::bindings::cli::GetParam	(	util::ParamData &	d,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

This overload is called when nothing special needs to happen to the name of the parameter.

Parameters

d	ParamData object to get parameter value from.

Definition at line 29 of file get_param.hpp.

References ParamData::value.

◆ GetParam() [2/5]

T& mlpack::bindings::cli::GetParam	(	util::ParamData &	d,
		const typename std::enable_if< arma::is_arma_type< T >::value >::type *	= `0`
	)

Return a matrix parameter.

Parameters

d	ParamData object to get parameter value from.

Definition at line 46 of file get_param.hpp.

References ParamData::input, mlpack::data::Load(), ParamData::loaded, ParamData::noTranspose, and ParamData::value.

◆ GetParam() [3/5]

T& mlpack::bindings::cli::GetParam	(	util::ParamData &	d,
		const typename std::enable_if< std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Return a matrix/dataset info parameter.

Parameters

d	ParamData object to get parameter value from.

Definition at line 81 of file get_param.hpp.

References ParamData::input, mlpack::data::Load(), ParamData::loaded, ParamData::noTranspose, and ParamData::value.

◆ GetParam() [4/5]

T*& mlpack::bindings::cli::GetParam	(	util::ParamData &	d,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Return a serializable object.

Parameters

d	ParamData object to get parameter value from.

Definition at line 111 of file get_param.hpp.

References ParamData::input, mlpack::data::Load(), ParamData::loaded, and ParamData::value.

◆ GetParam() [5/5]

void mlpack::bindings::cli::GetParam	(	util::ParamData &	d,
		const void *	,
		void *	output
	)

Return a parameter casted to the given type.

Type checking does not happen here!

Parameters

d	Parameter information.
*	(input) Unused parameter.
output	Place to store pointer to value.

Definition at line 140 of file get_param.hpp.

◆ GetPrintableParam() [1/5]

std::string mlpack::bindings::cli::GetPrintableParam	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!util::IsStdVector< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Print an option.

Definition at line 26 of file get_printable_param.hpp.

◆ GetPrintableParam() [2/5]

std::string mlpack::bindings::cli::GetPrintableParam	(	util::ParamData &	data,
		const typename std::enable_if< util::IsStdVector< T >::value >::type *	= `0`
	)

Print a vector option, with spaces between it.

Definition at line 43 of file get_printable_param.hpp.

◆ GetPrintableParam() [3/5]

std::string mlpack::bindings::cli::GetPrintableParam	(	util::ParamData &	data,
		const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Print a matrix/tuple option (this just prints the filename).

◆ GetPrintableParam() [4/5]

std::string mlpack::bindings::cli::GetPrintableParam	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Print a model option (this just prints the filename).

Definition at line 75 of file get_printable_param.hpp.

◆ GetPrintableParam() [5/5]

void mlpack::bindings::cli::GetPrintableParam	(	util::ParamData &	data,
		const void *	,
		void *	output
	)

Print an option into a std::string.

This should print a short, one-line representation of the object. The string will be stored in the output pointer.

Definition at line 69 of file get_printable_param.hpp.

◆ GetPrintableParamName() [1/5]

std::string mlpack::bindings::cli::GetPrintableParamName	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Get the parameter name for a type that has no special handling.

◆ GetPrintableParamName() [2/5]

std::string mlpack::bindings::cli::GetPrintableParamName	(	util::ParamData &	data,
		const typename std::enable_if< arma::is_arma_type< T >::value >::type *	= `0`
	)

Get the parameter name for a matrix type (where the user has to pass the file that holds the matrix).

◆ GetPrintableParamName() [3/5]

std::string mlpack::bindings::cli::GetPrintableParamName	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Get the parameter name for a serializable model type (where the user has to pass the file that holds the matrix).

◆ GetPrintableParamName() [4/5]

std::string mlpack::bindings::cli::GetPrintableParamName	(	util::ParamData &	data,
		const typename std::enable_if< std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Get the parameter name for a mapped matrix type (where the user has to pass the file that holds the matrix).

◆ GetPrintableParamName() [5/5]

void mlpack::bindings::cli::GetPrintableParamName	(	util::ParamData &	d,
		const void *	,
		void *	output
	)

Get the parameter's name as seen by the user.

Definition at line 67 of file get_printable_param_name.hpp.

◆ GetPrintableParamValue() [1/5]

std::string mlpack::bindings::cli::GetPrintableParamValue	(	util::ParamData &	data,
		const std::string &	value,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Get the parameter name for a type that has no special handling.

◆ GetPrintableParamValue() [2/5]

std::string mlpack::bindings::cli::GetPrintableParamValue	(	util::ParamData &	data,
		const std::string &	value,
		const typename std::enable_if< arma::is_arma_type< T >::value >::type *	= `0`
	)

Get the parameter name for a matrix type (where the user has to pass the file that holds the matrix).

◆ GetPrintableParamValue() [3/5]

std::string mlpack::bindings::cli::GetPrintableParamValue	(	util::ParamData &	data,
		const std::string &	value,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Get the parameter name for a serializable model type (where the user has to pass the file that holds the matrix).

◆ GetPrintableParamValue() [4/5]

std::string mlpack::bindings::cli::GetPrintableParamValue	(	util::ParamData &	data,
		const std::string &	value,
		const typename std::enable_if< std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Get the parameter name for a mapped matrix type (where the user has to pass the file that holds the matrix).

◆ GetPrintableParamValue() [5/5]

void mlpack::bindings::cli::GetPrintableParamValue	(	util::ParamData &	d,
		const void *	input,
		void *	output
	)

Get the parameter's name as seen by the user.

Definition at line 71 of file get_printable_param_value.hpp.

◆ GetPrintableType() [1/6]

std::string mlpack::bindings::cli::GetPrintableType	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!util::IsStdVector< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Return a string representing the command-line type of an option.

◆ GetPrintableType() [2/6]

std::string mlpack::bindings::cli::GetPrintableType	(	util::ParamData &	data,
		const typename std::enable_if< util::IsStdVector< T >::value >::type *	= `0`
	)

Return a string representing the command-line type of a vector.

◆ GetPrintableType() [3/6]

std::string mlpack::bindings::cli::GetPrintableType	(	util::ParamData &	data,
		const typename std::enable_if< arma::is_arma_type< T >::value >::type *	= `0`
	)

Return a string representing the command-line type of a matrix option.

◆ GetPrintableType() [4/6]

std::string mlpack::bindings::cli::GetPrintableType	(	util::ParamData &	data,
		const typename std::enable_if< std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Return a string representing the command-line type of a matrix tuple option.

◆ GetPrintableType() [5/6]

std::string mlpack::bindings::cli::GetPrintableType	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Return a string representing the command-line type of a model.

◆ GetPrintableType() [6/6]

void mlpack::bindings::cli::GetPrintableType	(	util::ParamData &	data,
		const void *	,
		void *	output
	)

Print the command-line type of an option into a string.

Definition at line 70 of file get_printable_type.hpp.

◆ GetRawParam() [1/4]

T& mlpack::bindings::cli::GetRawParam	(	util::ParamData &	d,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

This overload is called when nothing special needs to happen to the name of the parameter.

Definition at line 28 of file get_raw_param.hpp.

References ParamData::value.

◆ GetRawParam() [2/4]

T& mlpack::bindings::cli::GetRawParam	(	util::ParamData &	d,
		const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Return a matrix parameter.

Definition at line 43 of file get_raw_param.hpp.

References ParamData::value.

◆ GetRawParam() [3/4]

T*& mlpack::bindings::cli::GetRawParam	(	util::ParamData &	d,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Return the name of a model parameter.

Definition at line 60 of file get_raw_param.hpp.

References ParamData::value.

◆ GetRawParam() [4/4]

void mlpack::bindings::cli::GetRawParam	(	util::ParamData &	d,
		const void *	,
		void *	output
	)

Return a parameter casted to the given type.

Type checking does not happen here!

Parameters

d	Parameter information.
*	(input) Unused parameter.
output	Place to store pointer to value.

Definition at line 80 of file get_raw_param.hpp.

◆ IgnoreCheck()

bool mlpack::bindings::cli::IgnoreCheck ( const T & )

inline

Return whether or not a runtime check on parameters should be ignored.

We don't ignore any runtime checks for CLI bindings, so this always returns false.

Definition at line 121 of file print_doc_functions.hpp.

◆ InPlaceCopy()

void mlpack::bindings::cli::InPlaceCopy	(	util::ParamData &	d,
		const void *	input,
		void *
	)

Make the given ParamData be an in-place copy of the input.

Parameters

d	Parameter information.
input	Input ParamData we would like be the source of the in-place copy.
*	(output) Unused parameter.

Definition at line 100 of file in_place_copy.hpp.

◆ InPlaceCopyInternal() [1/3]

void mlpack::bindings::cli::InPlaceCopyInternal	(	util::ParamData &	,
		util::ParamData &	,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

This overload is called when nothing special needs to happen to make something an in-place copy.

Parameters

*	(d) ParamData object to get parameter value from. (Unused.)
*	(input) ParamData object that represents the option we are making a copy of. (Unused.)

Definition at line 31 of file in_place_copy.hpp.

◆ InPlaceCopyInternal() [2/3]

void mlpack::bindings::cli::InPlaceCopyInternal	(	util::ParamData &	d,
		util::ParamData &	input,
		const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Modify the filename for any type that needs to be loaded from disk to match the filename of the input parameter, for a matrix/DatasetInfo parameter.

Parameters

d	ParamData object we want to make into an in-place copy.
input	ParamData object whose filename we should copy.

Definition at line 50 of file in_place_copy.hpp.

References ParamData::value.

◆ InPlaceCopyInternal() [3/3]

void mlpack::bindings::cli::InPlaceCopyInternal	(	util::ParamData &	d,
		util::ParamData &	input,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Modify the filename for any type that needs to be loaded from disk to match the filename of the input parameter.

For serializable objects.

Parameters

d	ParamData object we want to make into an in-place copy.
input	ParamData object whose filename we should copy.

Definition at line 76 of file in_place_copy.hpp.

References ParamData::value.

◆ MapParameterName() [1/3]

std::string mlpack::bindings::cli::MapParameterName	(	const std::string &	identifier,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

If needed, map the parameter name to the name that is used by CLI11.

This overload simply returns the same name, so it is used for primitive types.

Definition at line 28 of file map_parameter_name.hpp.

Referenced by CLIOption< N >::CLIOption().

◆ MapParameterName() [2/3]

std::string mlpack::bindings::cli::MapParameterName	(	const std::string &	identifier,
		const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value\|\|data::HasSerialize< T >::value >::type *	= `0`
	)

Map the parameter name to the name that is used by CLI11.

This overload addresses matrices and models, where the parameter name has "_file" appended to it (since a filename will be provided).

Definition at line 44 of file map_parameter_name.hpp.

◆ MapParameterName() [3/3]

void mlpack::bindings::cli::MapParameterName	(	util::ParamData &	d,
		const void *	,
		void *	output
	)

Map the parameter name to the name seen by CLI.

Parameters

d	Parameter data.
*	(input) Unused parameter.
output	Pointer to std::string that will hold the mapped name.

Definition at line 63 of file map_parameter_name.hpp.

References ParamData::name.

◆ OutputParam()

void mlpack::bindings::cli::OutputParam	(	util::ParamData &	data,
		const void *	,
		void *
	)

Output an option.

This is the function that will be called by the IO module.

Definition at line 74 of file output_param.hpp.

◆ OutputParamImpl() [1/5]

void mlpack::bindings::cli::OutputParamImpl	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!util::IsStdVector< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Output an option (print to stdout).

◆ OutputParamImpl() [2/5]

void mlpack::bindings::cli::OutputParamImpl	(	util::ParamData &	data,
		const typename std::enable_if< util::IsStdVector< T >::value >::type *	= `0`
	)

Output a vector option (print to stdout).

◆ OutputParamImpl() [3/5]

void mlpack::bindings::cli::OutputParamImpl	(	util::ParamData &	data,
		const typename std::enable_if< arma::is_arma_type< T >::value >::type *	= `0`
	)

Output a matrix option (this saves it to the given file).

◆ OutputParamImpl() [4/5]

void mlpack::bindings::cli::OutputParamImpl	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Output a serializable class option (this saves it to the given file).

◆ OutputParamImpl() [5/5]

void mlpack::bindings::cli::OutputParamImpl	(	util::ParamData &	data,
		const typename std::enable_if< std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Output a mapped dataset.

◆ ParamString()

std::string mlpack::bindings::cli::ParamString	(	const std::string &	bindingName,
		const std::string &	paramName
	)

inline

Print what a user would type to invoke the given option name.

Note that the name must exist in the CLI module. (Note that because of the way BINDING_LONG_DESC() and BINDING_EXAMPLE() is structured, this doesn't mean that all of the PARAM_*() declarataions need to come before BINDING_LONG_DESC() and BINDING_EXAMPLE() declaration.)

◆ ParseCommandLine()

mlpack::util::Params mlpack::bindings::cli::ParseCommandLine	(	int	argc,
		char **	argv,
		const char *	bindingName = `""`
	)

Parse the command line, setting all of the options inside of the CLI object to their appropriate given values.

If bindingName is specified, that is used for the name of the binding, instead of whatever the setting of the macro BINDING_NAME is. That is generally only used for testing, in io_test.cpp.

Definition at line 33 of file parse_command_line.hpp.

References Log::Debug, Params::Doc(), Log::Fatal, Params::functionMap, Params::Get(), mlpack::util::GetVersion(), Params::Has(), PrefixedOutStream::ignoreInput, Log::Info, BindingDetails::name, Params::Parameters(), IO::Parameters(), PrintHelp(), ParamData::required, and ParamData::tname.

Referenced by main().

◆ PrintDataset()

std::string mlpack::bindings::cli::PrintDataset ( const std::string & dataset )

inline

Print a dataset type parameter (add .csv and return).

◆ PrintDefault()

std::string mlpack::bindings::cli::PrintDefault	(	const std::string &	bindingName,
		const std::string &	paramName
	)

inline

Given a parameter name, print its corresponding default value.

◆ PrintHelp()

void mlpack::bindings::cli::PrintHelp	(	util::Params &	params,
		const std::string &	param = `""`
	)

Print the help for the given parameter.

If no parameter is specified, then help will be printed for all parameters.

Parameters

param Parameter name to print help for.

Referenced by ParseCommandLine().

◆ PrintImport()

std::string mlpack::bindings::cli::PrintImport ( const std::string & bindingName )

inline

Print any imports for CLI (there are none, so this returns an empty string).

◆ PrintInputOptionInfo()

std::string mlpack::bindings::cli::PrintInputOptionInfo ( )

inline

Print any special information about input options.

◆ PrintModel()

std::string mlpack::bindings::cli::PrintModel ( const std::string & model )

inline

Print a model type parameter (add .bin and return).

◆ PrintOutputOptionInfo()

std::string mlpack::bindings::cli::PrintOutputOptionInfo ( )

inline

Print any special information about output options.

◆ PrintType()

std::string mlpack::bindings::cli::PrintType ( util::ParamData & param )

inline

Print the type of a parameter that a user would specify from the command-line.

◆ PrintTypeDoc() [1/6]

std::string mlpack::bindings::cli::PrintTypeDoc	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!util::IsStdVector< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Return a string representing the command-line type of an option.

◆ PrintTypeDoc() [2/6]

std::string mlpack::bindings::cli::PrintTypeDoc	(	util::ParamData &	data,
		const typename std::enable_if< util::IsStdVector< T >::value >::type *	= `0`
	)

Return a string representing the command-line type of a vector.

◆ PrintTypeDoc() [3/6]

std::string mlpack::bindings::cli::PrintTypeDoc	(	util::ParamData &	data,
		const typename std::enable_if< arma::is_arma_type< T >::value >::type *	= `0`
	)

Return a string representing the command-line type of a matrix option.

◆ PrintTypeDoc() [4/6]

std::string mlpack::bindings::cli::PrintTypeDoc	(	util::ParamData &	data,
		const typename std::enable_if< std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Return a string representing the command-line type of a matrix tuple option.

◆ PrintTypeDoc() [5/6]

std::string mlpack::bindings::cli::PrintTypeDoc	(	util::ParamData &	data,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Return a string representing the command-line type of a model.

◆ PrintTypeDoc() [6/6]

void mlpack::bindings::cli::PrintTypeDoc	(	util::ParamData &	data,
		const void *	,
		void *	output
	)

Print the command-line type of an option into a string.

Definition at line 72 of file print_type_doc.hpp.

◆ PrintTypeDocs()

std::string mlpack::bindings::cli::PrintTypeDocs ( )

inline

Print documentation for each of the types.

◆ PrintValue()

std::string mlpack::bindings::cli::PrintValue	(	const T &	value,
		bool	quotes
	)

inline

Given a parameter type, print the corresponding value.

◆ ProcessOptions() [1/2]

std::string mlpack::bindings::cli::ProcessOptions ( )

inline

Base case for recursion.

◆ ProcessOptions() [2/2]

std::string mlpack::bindings::cli::ProcessOptions	(	util::Params &	params,
		const std::string &	paramName,
		const T &	value,
		Args...	args
	)

Print an option for a command-line argument.

◆ ProgramCall() [1/2]

std::string mlpack::bindings::cli::ProgramCall	(	const std::string &	programName,
		Args...	args
	)

Given a program name and arguments for it, print what its invocation would be.

◆ ProgramCall() [2/2]

std::string mlpack::bindings::cli::ProgramCall	(	util::Params &	p,
		const std::string &	programName
	)

inline

Given a program name, print a program call invocation assuming that all options are specified.

◆ SetParam() [1/5]

void mlpack::bindings::cli::SetParam	(	util::ParamData &	d,
		const boost::any &	value,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, std::tuple< mlpack::data::DatasetInfo, arma::mat >>::value >::type *	= `0`,
		const typename std::enable_if<!std::is_same< T, bool >::value >::type *	= `0`
	)

This overload is called when nothing special needs to happen to the name of the parameter.

Definition at line 27 of file set_param.hpp.

References ParamData::value.

◆ SetParam() [2/5]

void mlpack::bindings::cli::SetParam	(	util::ParamData &	d,
		const boost::any &	,
		const typename std::enable_if< std::is_same< T, bool >::value >::type *	= `0`
	)

This overload is called to set a boolean.

Definition at line 44 of file set_param.hpp.

References ParamData::value, and ParamData::wasPassed.

◆ SetParam() [3/5]

void mlpack::bindings::cli::SetParam	(	util::ParamData &	d,
		const boost::any &	value,
		const typename std::enable_if< arma::is_arma_type< T >::value\|\|std::is_same< T, std::tuple< data::DatasetInfo, arma::mat >>::value >::type *	= `0`
	)

Set a matrix parameter, a matrix/dataset info parameter.

These set the filename referring to the parameter.

Definition at line 58 of file set_param.hpp.

References ParamData::value.

◆ SetParam() [4/5]

void mlpack::bindings::cli::SetParam	(	util::ParamData &	d,
		const boost::any &	value,
		const typename std::enable_if<!arma::is_arma_type< T >::value >::type *	= `0`,
		const typename std::enable_if< data::HasSerialize< T >::value >::type *	= `0`
	)

Set a serializable object.

This sets the filename referring to the parameter.

Definition at line 76 of file set_param.hpp.

References ParamData::value.

◆ SetParam() [5/5]

void mlpack::bindings::cli::SetParam	(	util::ParamData &	d,
		const void *	input,
		void *
	)

Return a parameter casted to the given type.

Type checking does not happen here!

Parameters

d	Parameter information.
input	Unused parameter.
*	(output) Place to store pointer to value.

Definition at line 97 of file set_param.hpp.

◆ StringTypeParam()

void mlpack::bindings::cli::StringTypeParam	(	util::ParamData &	,
		const void *	,
		void *	output
	)

Return a string containing the type of a parameter.

This overload is used if we don't have a primitive type.

Definition at line 51 of file string_type_param.hpp.

References StringTypeParam< bool >(), StringTypeParam< double >(), and StringTypeParam< int >().

◆ StringTypeParam< bool >()

void mlpack::bindings::cli::StringTypeParam< bool >	(	util::ParamData &	,
		const void *	,
		void *	output
	)

inline

Return "bool".

Referenced by StringTypeParam().

◆ StringTypeParam< double >()

void mlpack::bindings::cli::StringTypeParam< double >	(	util::ParamData &	,
		const void *	,
		void *	output
	)

inline

Return "double".

Referenced by StringTypeParam().

◆ StringTypeParam< int >()

void mlpack::bindings::cli::StringTypeParam< int >	(	util::ParamData &	,
		const void *	,
		void *	output
	)

inline

Return "int".

Referenced by StringTypeParam().

◆ StringTypeParam< std::string >()

void mlpack::bindings::cli::StringTypeParam< std::string >	(	util::ParamData &	,
		const void *	,
		void *	output
	)

inline

Return "string".

◆ StringTypeParam< std::tuple< mlpack::data::DatasetInfo, arma::mat > >()

void mlpack::bindings::cli::StringTypeParam< std::tuple< mlpack::data::DatasetInfo, arma::mat > >	(	util::ParamData &	,
		const void *	,
		void *	output
	)

inline

Return "string";.

◆ StringTypeParamImpl() [1/3]

std::string mlpack::bindings::cli::StringTypeParamImpl	(	const typename std::enable_if<!util::IsStdVector< T >::value >::type *	= `0`,
		const typename std::enable_if<!data::HasSerialize< T >::value >::type *	= `0`
	)

Return a string containing the type of the parameter.

◆ StringTypeParamImpl() [2/3]

std::string mlpack::bindings::cli::StringTypeParamImpl ( const typename std::enable_if< util::IsStdVector< T >::value >::type * = 0 )

Return a string containing the type of the parameter, for vector options.

◆ StringTypeParamImpl() [3/3]

std::string mlpack::bindings::cli::StringTypeParamImpl ( const typename std::enable_if< data::HasSerialize< T >::value >::type * = 0 )

Return a string containing the type of the parameter,.

Classes

Functions

Function Documentation

◆ AddToCLI11() [1/6]

◆ AddToCLI11() [2/6]

◆ AddToCLI11() [3/6]

◆ AddToCLI11() [4/6]

◆ AddToCLI11() [5/6]

◆ AddToCLI11() [6/6]

◆ DefaultParam()

◆ DefaultParamImpl() [1/5]

◆ DefaultParamImpl() [2/5]

◆ DefaultParamImpl() [3/5]

◆ DefaultParamImpl() [4/5]

◆ DefaultParamImpl() [5/5]

◆ DeleteAllocatedMemory()

◆ DeleteAllocatedMemoryImpl() [1/3]

◆ DeleteAllocatedMemoryImpl() [2/3]

◆ DeleteAllocatedMemoryImpl() [3/3]

◆ EndProgram()

◆ GetAllocatedMemory() [1/4]

◆ GetAllocatedMemory() [2/4]

◆ GetAllocatedMemory() [3/4]

◆ GetAllocatedMemory() [4/4]

◆ GetBindingName()

◆ GetParam() [1/5]

◆ GetParam() [2/5]

◆ GetParam() [3/5]

◆ GetParam() [4/5]

◆ GetParam() [5/5]

◆ GetPrintableParam() [1/5]

◆ GetPrintableParam() [2/5]

◆ GetPrintableParam() [3/5]

◆ GetPrintableParam() [4/5]

◆ GetPrintableParam() [5/5]

◆ GetPrintableParamName() [1/5]

◆ GetPrintableParamName() [2/5]

◆ GetPrintableParamName() [3/5]

◆ GetPrintableParamName() [4/5]

◆ GetPrintableParamName() [5/5]

◆ GetPrintableParamValue() [1/5]

◆ GetPrintableParamValue() [2/5]

◆ GetPrintableParamValue() [3/5]

◆ GetPrintableParamValue() [4/5]

◆ GetPrintableParamValue() [5/5]

◆ GetPrintableType() [1/6]

◆ GetPrintableType() [2/6]

◆ GetPrintableType() [3/6]

◆ GetPrintableType() [4/6]

◆ GetPrintableType() [5/6]

◆ GetPrintableType() [6/6]

◆ GetRawParam() [1/4]

◆ GetRawParam() [2/4]

◆ GetRawParam() [3/4]

◆ GetRawParam() [4/4]

◆ IgnoreCheck()

◆ InPlaceCopy()

◆ InPlaceCopyInternal() [1/3]

◆ InPlaceCopyInternal() [2/3]

◆ InPlaceCopyInternal() [3/3]

◆ MapParameterName() [1/3]

◆ MapParameterName() [2/3]

◆ MapParameterName() [3/3]

◆ OutputParam()

◆ OutputParamImpl() [1/5]

◆ OutputParamImpl() [2/5]

◆ OutputParamImpl() [3/5]

◆ OutputParamImpl() [4/5]

◆ OutputParamImpl() [5/5]

◆ ParamString()

◆ ParseCommandLine()

◆ PrintDataset()

◆ PrintDefault()

◆ PrintHelp()

◆ PrintImport()

◆ PrintInputOptionInfo()

◆ PrintModel()

◆ PrintOutputOptionInfo()

◆ PrintType()

◆ PrintTypeDoc() [1/6]