Cosan::CustomTransform< NumericType > Class Template Reference

#include <customtransform.h>

Inheritance diagram for Cosan::CustomTransform< NumericType >:

Public Member Functions
	CustomTransform ()=delete
	CustomTransform (CosanRawData< NumericType > &RD, std::vector< NumericType > newInput)
decltype(auto)	GetCustomFeatures ()
Public Member Functions inherited from Cosan::Preprocessor< NumericType >
	Preprocessor ()
virtual	~Preprocessor ()=default
virtual void	fit (const CosanMatrix< NumericType > &X)
virtual CosanMatrix< NumericType >	transform (const CosanMatrix< NumericType > &X)
Public Member Functions inherited from Cosan::CosanBO
	CosanBO ()
	Default constructor. More...
virtual const std::string	GetName () const
	Get the name of the objects. More...

Private Attributes
CosanMatrix< NumericType >	__customFeatures

Detailed Description

template<Numeric NumericType>
class Cosan::CustomTransform< NumericType >

Definition at line 11 of file customtransform.h.

Constructor & Destructor Documentation

CustomTransform() [1/2]

template<Numeric NumericType>

Cosan::CustomTransform< NumericType >::CustomTransform ( )

delete

CustomTransform() [2/2]

template<Numeric NumericType>

Cosan::CustomTransform< NumericType >::CustomTransform ( CosanRawData< NumericType > &  RD, std::vector< NumericType >  newInput  )

inline

Definition at line 14 of file customtransform.h.

                                                                                          :Preprocessor<NumericType>() {
                if (newInput.size()!= RD.GetrowsX()){
                    throw std::invalid_argument(
                            fmt::format("newInput does not have the same number of row as RD.X. newInput size is {:d} and RD.X has rows {:d}",newInput.size(),RD.GetrowsX() ));
                }
                fmt::print("*********************************\n");
                fmt::print("Begin to generating customized features!!\n");
 
//                decltype(auto) X = RD.GetInput();
//                __customFeatures = customTransform(X);
                __customFeatures = Eigen::Map<const CosanMatrix<NumericType>>(newInput.data(), RD.GetrowsX(), 1);
                fmt::print("End of generating customized features. One may get access to the new features via .GetCustomFeatures()!\n");
                fmt::print("*********************************\n");
                RD.ConcatenateData(__customFeatures);
                fmt::print("Notice that CRD.X has been modified. The dimension of X is ({:},{:}). {:} columns of new features have been added.\n",RD.GetrowsX(),RD.GetcolsX(),__customFeatures.cols());
        }

Member Function Documentation

GetCustomFeatures()

template<Numeric NumericType>

decltype(auto) Cosan::CustomTransform< NumericType >::GetCustomFeatures ( )

inline

Definition at line 30 of file customtransform.h.

{return __customFeatures;}

Member Data Documentation

__customFeatures

template<Numeric NumericType>

CosanMatrix<NumericType> Cosan::CustomTransform< NumericType >::__customFeatures

private

Definition at line 32 of file customtransform.h.

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The documentation for this class was generated from the following file:

• cosan/preprocessing/customtransform.h