Specifies the parameters for the QuantileAccuracyLayer used in TFT models More...

Inheritance diagram for MyCaffe.param.tft.QuantileAccuracyParameter:

Public Member Functions
	QuantileAccuracyParameter ()
	Constructor for the parameter. More...

override object	Load (System.IO.BinaryReader br, bool bNewInstance=true)
	Load the parameter from a binary reader. More...

override void	Copy (LayerParameterBase src)
	Copy on parameter to another. More...

override LayerParameterBase	Clone ()
	Creates a new copy of this instance of the parameter. More...

override RawProto	ToProto (string strName)
	Convert the parameter into a RawProto. More...

Public Member Functions inherited from MyCaffe.param.LayerParameterBase
	LayerParameterBase ()
	Constructor for the parameter. More...

virtual string	PrepareRunModelInputs ()
	This method gives derivative classes a chance specify model inputs required by the run model. More...

virtual void	PrepareRunModel (LayerParameter p)
	This method gives derivative classes a chance to prepare the layer for a run-model. More...

void	Save (BinaryWriter bw)
	Save this parameter to a binary writer. More...

abstract object	Load (BinaryReader br, bool bNewInstance=true)
	Load the parameter from a binary reader. More...

Public Member Functions inherited from MyCaffe.basecode.BaseParameter
	BaseParameter ()
	Constructor for the parameter. More...

virtual bool	Compare (BaseParameter p)
	Compare this parameter to another parameter. More...

Static Public Member Functions
static QuantileAccuracyParameter	FromProto (RawProto rp)
	Parses the parameter from a RawProto. More...

Static Public Member Functions inherited from MyCaffe.basecode.BaseParameter
static double	ParseDouble (string strVal)
	Parse double values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

static bool	TryParse (string strVal, out double df)
	Parse double values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

static float	ParseFloat (string strVal)
	Parse float values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

static bool	TryParse (string strVal, out float f)
	Parse doufloatble values using the US culture if the decimal separator = '.', then using the native culture, and if then lastly trying the US culture to handle prototypes containing '.' as the separator, yet parsed in a culture that does not use '.' as a decimal. More...

Properties
List< float >	accuracy_ranges `[getset]`
	Specifies the quantile ranges from center to check for predicted values against target values. The number of target values falling within the center +/- each quantile accuracy range defines the accuracy. More...

uint	average_period `[getset]`
	Specifies the period over which the accuracy is averaged (default = 30). More...

Additional Inherited Members
Public Types inherited from MyCaffe.param.LayerParameterBase
enum	LABEL_TYPE { NONE , SINGLE , MULTIPLE , ONLY_ONE }
	Defines the label type. More...

Detailed Description

Specifies the parameters for the QuantileAccuracyLayer used in TFT models

See also: Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting by Bryan Lim, Sercan O. Arik, Nicolas Loeff, and Tomas Pfister, 2019, arXiv 1912.09363

Definition at line 18 of file QuantileAccuracyParameter.cs.

Constructor & Destructor Documentation

◆ QuantileAccuracyParameter()

MyCaffe.param.tft.QuantileAccuracyParameter.QuantileAccuracyParameter ( )

Constructor for the parameter.

Definition at line 24 of file QuantileAccuracyParameter.cs.

Member Function Documentation

◆ Clone()

override LayerParameterBase MyCaffe.param.tft.QuantileAccuracyParameter.Clone ( )

virtual

Creates a new copy of this instance of the parameter.

Returns: A new instance of this parameter is returned.

Implements MyCaffe.param.LayerParameterBase.

Definition at line 69 of file QuantileAccuracyParameter.cs.

◆ Copy()

override void MyCaffe.param.tft.QuantileAccuracyParameter.Copy ( LayerParameterBase src )

virtual

Copy on parameter to another.

Parameters

src	Specifies the parameter to copy.

Implements MyCaffe.param.LayerParameterBase.

Definition at line 61 of file QuantileAccuracyParameter.cs.

◆ FromProto()

static QuantileAccuracyParameter MyCaffe.param.tft.QuantileAccuracyParameter.FromProto ( RawProto rp )

static

Parses the parameter from a RawProto.

Parameters

rp	Specifies the RawProto to parse.

Returns: A new instance of the parameter is returned.

Definition at line 96 of file QuantileAccuracyParameter.cs.

◆ Load()

override object MyCaffe.param.tft.QuantileAccuracyParameter.Load	(	System.IO.BinaryReader	br,
		bool	bNewInstance = `true`
	)

Load the parameter from a binary reader.

Parameters

br	Specifies the binary reader.
bNewInstance	When true a new instance is created (the default), otherwise the existing instance is loaded from the binary reader.

Returns: Returns an instance of the parameter.

Definition at line 49 of file QuantileAccuracyParameter.cs.

◆ ToProto()

override RawProto MyCaffe.param.tft.QuantileAccuracyParameter.ToProto ( string strName )

virtual

Convert the parameter into a RawProto.

Parameters

strName Specifies the name to associate with the RawProto.

Returns: The new RawProto is returned.

Implements MyCaffe.basecode.BaseParameter.

Definition at line 81 of file QuantileAccuracyParameter.cs.

Property Documentation

◆ accuracy_ranges

List<float> MyCaffe.param.tft.QuantileAccuracyParameter.accuracy_ranges

getset

Specifies the quantile ranges from center to check for predicted values against target values. The number of target values falling within the center +/- each quantile accuracy range defines the accuracy.

Definition at line 32 of file QuantileAccuracyParameter.cs.

◆ average_period

uint MyCaffe.param.tft.QuantileAccuracyParameter.average_period

getset

Specifies the period over which the accuracy is averaged (default = 30).

Definition at line 42 of file QuantileAccuracyParameter.cs.

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

C:/Data/Data/SS_Projects/Intelligence/GitHub/MyCaffe/MyCaffe/param.tft/QuantileAccuracyParameter.cs

Public Member Functions

Static Public Member Functions

Properties

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

◆ QuantileAccuracyParameter()

Member Function Documentation

◆ Clone()

◆ Copy()

◆ FromProto()

◆ Load()

◆ ToProto()

Property Documentation

◆ accuracy_ranges

◆ average_period