Brush::Data Namespace Reference

namespace containing Data structures used in Brush More...

Classes
class	Dataset
	holds variable type data. More...
struct	OmopData
struct	TimeSeries
	Stores time series data and implements operators over it. More...

Typedefs
typedef TimeSeries< bool >	TimeSeriesb
	TimeSeries convenience typedefs.
typedef TimeSeries< int >	TimeSeriesi
typedef TimeSeries< float >	TimeSeriesf
typedef TimeSeries< bJet >	TimeSeriesbJet
typedef TimeSeries< iJet >	TimeSeriesiJet
typedef TimeSeries< fJet >	TimeSeriesfJet
typedef std::variant< ArrayXb, ArrayXi, ArrayXf, ArrayXXb, ArrayXXi, ArrayXXf, TimeSeriesb, TimeSeriesi, TimeSeriesf, ArrayXbJet, ArrayXiJet, ArrayXfJet, ArrayXXbJet, ArrayXXiJet, ArrayXXfJet, TimeSeriesbJet, TimeSeriesiJet, TimeSeriesfJet >	State
	defines the possible types of data flowing thru nodes.

Enumerations
enum class	TimeValues { offset , delta , timestamp }
enum class	StringFeatures { categorical , onehot }

Functions
DataType	StateType (const State &arg)
State	check_type (const ArrayXf &x)
	determines data types of columns of matrix X.
template<typename StateRef >
State	cast_type (const ArrayXf &x, const StateRef &x_ref)
ostream &	operator<< (ostream &os, DataType dt)
Dataset	read_csv (const std::string &path, const std::string &target, char sep)
	read csv file into Data.

Variables
std::vector< DataType >	StateTypes

Detailed Description

namespace containing Data structures used in Brush

Typedef Documentation

State

typedef std::variant< ArrayXb, ArrayXi, ArrayXf, ArrayXXb, ArrayXXi, ArrayXXf, TimeSeriesb, TimeSeriesi, TimeSeriesf, ArrayXbJet, ArrayXiJet, ArrayXfJet, ArrayXXbJet, ArrayXXiJet, ArrayXXfJet, TimeSeriesbJet, TimeSeriesiJet, TimeSeriesfJet > Brush::Data::State

defines the possible types of data flowing thru nodes.

Definition at line 140 of file types.h.

TimeSeriesb

typedef TimeSeries<bool> Brush::Data::TimeSeriesb

TimeSeries convenience typedefs.

Definition at line 110 of file types.h.

TimeSeriesbJet

typedef TimeSeries<bJet> Brush::Data::TimeSeriesbJet

Definition at line 113 of file types.h.

TimeSeriesf

typedef TimeSeries<float> Brush::Data::TimeSeriesf

Definition at line 112 of file types.h.

TimeSeriesfJet

typedef TimeSeries<fJet> Brush::Data::TimeSeriesfJet

Definition at line 115 of file types.h.

TimeSeriesi

typedef TimeSeries<int> Brush::Data::TimeSeriesi

Definition at line 111 of file types.h.

TimeSeriesiJet

typedef TimeSeries<iJet> Brush::Data::TimeSeriesiJet

Definition at line 114 of file types.h.

Enumeration Type Documentation

StringFeatures

enum class Brush::Data::StringFeatures

strong

Enumerator
categorical
onehot

Definition at line 28 of file omop.h.

TimeValues

enum class Brush::Data::TimeValues

strong

Enumerator
offset
delta
timestamp

Definition at line 22 of file omop.h.

Function Documentation

cast_type()

template<typename StateRef >

State Brush::Data::cast_type	(	const ArrayXf &	x,
		const StateRef &	x_ref )

Definition at line 106 of file data.cpp.

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check_type()

State Brush::Data::check_type

(

const ArrayXf &

x

)

determines data types of columns of matrix X.

Definition at line 68 of file data.cpp.

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operator<<()

ostream & Brush::Data::operator<<	(	ostream &	os,
		DataType	dt )

Definition at line 333 of file data.cpp.

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read_csv()

Dataset Brush::Data::read_csv	(	const std::string &	path,
		const std::string &	target,
		char	sep )

read csv file into Data.

Definition at line 14 of file io.cpp.

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StateType()

DataType Brush::Data::StateType

(

const State &

arg

)

Definition at line 64 of file data.cpp.

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Variable Documentation

StateTypes

std::vector<DataType> Brush::Data::StateTypes

Initial value:

= {
    DataType::ArrayB,
    DataType::ArrayI, 
    DataType::ArrayF, 
    DataType::MatrixB,
    DataType::MatrixI, 
    DataType::MatrixF, 
    DataType::TimeSeriesB,
    DataType::TimeSeriesI,
    DataType::TimeSeriesF
}

Definition at line 51 of file data.cpp.