IGLib
1.5
The IGLib base library for development of numerical, technical and business applications.
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Definition of input and output data for vector functions, approximations, etc. Contains descriptiove information about individual eleemnts of input and output, default values and eventual bounds of input parameters, etc. More...
Public Member Functions | |
InputOutputDataDefiniton () | |
virtual InputElementDefinition | GetInputElement (int which) |
Returns the specified input element definition. More... | |
virtual void | SetInputElement (int which, InputElementDefinition element) |
Sets the input element definition with the specified index to the specified object. More... | |
virtual void | AddInputElement (InputElementDefinition element) |
Adds the specified input element definition to the list of input element definitions. More... | |
virtual int | GetInputIndex (string inputName) |
Gets index of the input element that has the specified name, or -1 if there is no such input element. More... | |
virtual int | GetInputIndexByNameAlt (string inputNameAlt) |
Gets index of the input element that has the specified alternative name, or -1 if there is no such input element. More... | |
virtual int | GetInputIndexByNameOrNameAlt (string inputNameOrNameAlt) |
Gets index of the input element that has the specified name or alternative name, or -1 if there is no such input element. More... | |
virtual OutputElementDefinition | GetOutputElement (int which) |
virtual void | SetOutputElement (int which, OutputElementDefinition element) |
Sets the output element definition with the specified index to the specified object. More... | |
virtual void | AddOutputElement (OutputElementDefinition element) |
Adds the specified output element definition to the list of output element definitionss. More... | |
virtual int | GetOutputIndex (string outputName) |
Gets index of the output element that has the specified name, or -1 if there is no such output element. More... | |
virtual int | GetOutputIndexByNameAlt (string outputNameAlt) |
Gets index of the output element that has the specified alternative name, or -1 if there is no such output element. More... | |
virtual int | GetOutputIndexByNameOrNameAlt (string outputNameOrNameAlt) |
Gets index of the output element that has the specified name or alternative name, or -1 if there is no such output element. More... | |
virtual void | CopyDefaultInputFrom (IVector inputParameters) |
Copies input parameters from the specified vector to the current data definition's default input values. More... | |
virtual void | CopyDefaultInputTo (ref IVector inputParameters) |
Stores default values of input parameters from the current data definition in the specified vector. More... | |
virtual void | GetInputBounds (ref IBoundingBox bounds) |
Extracts input bounds as defined on the current data definition object, and stores them in the specified bounding box. More... | |
virtual void | GetOutputBounds (ref IBoundingBox bounds) |
Extracts output bounds as defined on the current data definition object, and stores them in the specified bounding box. More... | |
virtual bool | IsAnyInputNameDefined () |
Returns a value indicating whether any input element has Name property defined. More... | |
virtual bool | IsAnyOutputNameDefined () |
Returns a value indicating whether any output element has Name property defined. More... | |
virtual bool | IsAnyNameDefined () |
Returns a value indicating whether any element (either input or output) has Name property defined. More... | |
virtual bool | IsAnyInputTitleDefined () |
Returns a value indicating whether any input element has Title property defined. More... | |
virtual bool | IsAnyOutputTitleDefined () |
Returns a value indicating whether any output element has Title property defined. More... | |
virtual bool | IsAnyTitleDefined () |
Returns a value indicating whether any element (either input or output) has Title property defined. More... | |
virtual bool | IsAnyInputDescriptionDefined () |
Returns a value indicating whether any input element has Description property defined. More... | |
virtual bool | IsAnyOutputDescriptionDefined () |
Returns a value indicating whether any output element has Description property defined. More... | |
virtual bool | IsAnyDescriptionDefined () |
Returns a value indicating whether any element (either input or output) has Description property defined. More... | |
virtual bool | IsAnyInputDiscretizationStepDefined () |
Returns a value indicating whether any input element has DiscretizationStep property defined. More... | |
virtual bool | IsAnyOutputDiscretizationStepDefined () |
Returns a value indicating whether any output element has DiscretizationStep property defined. More... | |
virtual bool | IsAnyDiscretizationStepDefined () |
Returns a value indicating whether any element (either input or output) has DiscretizationStep property defined. More... | |
virtual bool | IsAnyInputBoundDefined () |
Returns a value indicating whether any input element has bounds defined. More... | |
virtual bool | IsAnyOutputBoundDefined () |
Returns a value indicating whether any output element has bounds defined. More... | |
virtual bool | IsAnyBoundDefined () |
Returns a value indicating whether any element (either input or output) has bounds defined. More... | |
virtual bool | IsAnyInputScalingLengthDefined () |
Returns a value indicating whether any input element has scaling length defined. More... | |
virtual bool | IsAnyOutputScalingLengthDefined () |
Returns a value indicating whether any output element has scaling length defined. More... | |
virtual bool | IsAnyScalingLengthDefined () |
Returns a value indicating whether any element (either input or output) has scaling length defined. More... | |
virtual bool | IsAnyInputTargetValueDefined () |
Returns a value indicating whether any input element has target value defined. More... | |
virtual bool | IsAnyOutputTargetValueDefined () |
Returns a value indicating whether any output element has target value defined. More... | |
virtual bool | IsAnyTargetValueDefined () |
Returns a value indicating whether any element (either input or output) has target value defined. More... | |
virtual bool | IsAnyInputDefaultValueDefined () |
Returns a value indicating whether any input element has default value defined. More... | |
virtual bool | IsAnyOutputDefaultValueDefined () |
Returns a value indicating whether any output element has default value defined. More... | |
virtual bool | IsAnyDefaultValueDefined () |
Returns a value indicating whether any element (either input or output) has default value defined. More... | |
virtual bool | IsAnyInputElementIndexSpecified () |
Returns a value indicating whether any input element has element index specified. More... | |
virtual bool | IsAnyOutputElementIndexSpecified () |
Returns a value indicating whether any output element has element index specified. More... | |
virtual bool | IsAnyElementIndexSpecified () |
Returns a value indicating whether any element (either input or output) has element index specified. More... | |
virtual bool | IsAnyInputOptimizationIndexSpecified () |
Returns a value indicating whether any input element has element index specified. More... | |
virtual bool | IsAnyOutputOptimizationIndexSpecified () |
Returns a value indicating whether any output element has element index specified. More... | |
virtual bool | IsAnyOptimizationIndexSpecified () |
Returns a value indicating whether any element (either input or output) has element index specified. More... | |
override string | ToString () |
Returns string representation of the current object. More... | |
Static Public Member Functions | |
static void | SaveJson (InputOutputDataDefiniton dataDef, string filePath) |
Saves input/output data definition to the specified JSON file. File is owerwritten if it exists. More... | |
static void | LoadJson (string filePath, ref InputOutputDataDefiniton dataDefRestored) |
Restores input/output data definition from the specified file in JSON format. More... | |
static InputOutputDataDefiniton | CreateDefault (int inputLength, int outputLength) |
Creates and returns a data definition with fields set to default values. More... | |
static void | SupplementDataDefinition (InputOutputDataDefiniton data, SampledDataSet trainingData) |
Suplements the specified data definition object with information that is extracted from the training data set. Some data is updated independently of the training data set, and this data is updated even if the training data set is not specified. If bounds on input parameters and output values are not defined then bounds are set to bounds within which training data fits. If default values and target values are not specified then these values are set to centers of intervals. If names, titles and descriptions are not specified (null or empty string) then default strings are provided. If optimization parameter indices are not specified for input parameters then these indices are taken the same as elementindices. For fields that have the corresponding "...Defined" flag, data is recalculated only if that flag is set to false. In order to ensure recalculation of such fields, set the corresponding flags to false (for example, BoundsDefined for MinimalValue and MaximalValue, ScalingLengthDefined for ScalingLength, TargetValueDefined for TargetValue, etc.). More... | |
static void | SupplementDataDefinition (string dataDefinitionPath, string trainingDataPath) |
Suplements the specified data definition object with information that is extracted from the training data set and with automatically generated information. More... | |
static void | SupplementDataDefinition (string dataDefinitionPath, string trainingDataPath, string updatedDataDefinitionPath) |
Suplements the specified data definition object with information that is extracted from the training data set and with automatically generated information. More... | |
static void | CopyPlain (InputOutputDataDefiniton original, InputOutputDataDefiniton copy) |
Copies data from one data definition to another. More... | |
static void | Copy (InputOutputDataDefiniton original, ref InputOutputDataDefiniton copy) |
Copies data from one data definition to another. More... | |
static InputOutputDataDefiniton | CreateExample (int inputLength, int outputLength) |
Creates and returns an example data definition. More... | |
Static Public Attributes | |
static string | DefaultName = null |
Default value of the Name property of the input and output data definitions. More... | |
static string | DefaultDescription = null |
Default value of the Description property of the input and output data definitions. More... | |
Protected Attributes | |
string | _name = DefaultName |
string | _description = DefaultDescription |
List< InputElementDefinition > | _input = new List<InputElementDefinition>() |
List< OutputElementDefinition > | _output = new List<OutputElementDefinition>() |
Properties | |
string | Name [get, set] |
Name of the current definition of input parameters and output values of a model. More... | |
string | Description [get, set] |
Description of the current definition of input parameters and output values of a model. More... | |
int | InputLength [get] |
Gets number of input parameters. More... | |
int | OutputLength [get] |
Gets number of output values. More... | |
virtual List < InputElementDefinition > | InputElementList [get] |
virtual List < OutputElementDefinition > | OutputElementList [get] |
Definition of input and output data for vector functions, approximations, etc. Contains descriptiove information about individual eleemnts of input and output, default values and eventual bounds of input parameters, etc.
$A Igor Mar11;
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inline |
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inlinevirtual |
Returns the specified input element definition.
which | Specifies which input element definition is returned. |
Referenced by IG.Num.InputOutputDataDefiniton.CopyPlain(), IG.Neural.MappingDefinition.IsInputDataConsistent(), IG.Neural.NeuralTadej.SaveDefinitionDataCSV(), IG.Num.SampledDataSet.SaveDefinitionDataCSV(), IG.Num.SampledDataSet.SaveSampledDataCSV(), IG.Num.SampledDataSet.SaveSampledDataCSVinOneLine(), IG.Neural.NeuralTadej.SaveTrainingDataCSV(), IG.Neural.NeuralTadej.SaveTrainingDataCSVinOneLine(), and IG.Num.InputOutputDataDefiniton.SupplementDataDefinition().
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inlinevirtual |
Sets the input element definition with the specified index to the specified object.
which | Index of input element definition. |
element | Imput element definition object to which the specified input element definition is set. |
IndexOutOfRangeException | When index is out of range. |
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Adds the specified input element definition to the list of input element definitions.
element | Input element to be added. |
Referenced by IG.Num.InputOutputDataDefiniton.CopyPlain(), IG.Num.InputOutputDataDefiniton.CreateDefault(), and IG.Num.InputOutputDataDefiniton.CreateExample().
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Gets index of the input element that has the specified name, or -1 if there is no such input element.
inputName | Name of the input element whose index is to be returned. |
This method is slow when the number of elements is large, becase it iterates through all elements before the matching element is found. If necessary, indexing can be introduce later in order to achieve improvement.
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Gets index of the input element that has the specified alternative name, or -1 if there is no such input element.
inputNameAlt | Slternative name of the input element whose index is to be returned. |
This method is slow when the number of elements is large, becase it iterates through all elements before the matching element is found. If necessary, indexing can be introduce later in order to achieve improvement.
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Gets index of the input element that has the specified name or alternative name, or -1 if there is no such input element.
inputNameOrNameAlt | Slternative name of the input element whose index is to be returned. |
This method is slow when the number of elements is large, becase it iterates through all elements before the matching element is found. If necessary, indexing can be introduced later in order to achieve improvement.
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Referenced by IG.Num.InputOutputDataDefiniton.CopyPlain(), IG.Neural.MappingDefinition.IsOutputDataConsistent(), IG.Num.SampledDataSet.SaveSampledDataCSV(), IG.Num.SampledDataSet.SaveSampledDataCSVinOneLine(), IG.Neural.NeuralTadej.SaveTrainingDataCSV(), IG.Neural.NeuralTadej.SaveTrainingDataCSVinOneLine(), and IG.Num.InputOutputDataDefiniton.SupplementDataDefinition().
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Sets the output element definition with the specified index to the specified object.
which | Index of output element definition. |
element | Output element definition object to which the specified output element definition is set. |
IndexOutOfRangeException | When index is out of range. |
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inlinevirtual |
Adds the specified output element definition to the list of output element definitionss.
element | Output element to be added. |
Referenced by IG.Num.InputOutputDataDefiniton.CopyPlain(), IG.Num.InputOutputDataDefiniton.CreateDefault(), and IG.Num.InputOutputDataDefiniton.CreateExample().
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inlinevirtual |
Gets index of the output element that has the specified name, or -1 if there is no such output element.
outputName | Name of the output element whose index is to be returned. |
This method is slow when the number of elements is large, becase it iterates through all elements before the matching element is found. If necessary, indexing can be introduce later in order to achieve improvement.
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inlinevirtual |
Gets index of the output element that has the specified alternative name, or -1 if there is no such output element.
outputNameAlt | Alternative name of the output element whose index is to be returned. |
This method is slow when the number of elements is large, becase it iterates through all elements before the matching element is found. If necessary, indexing can be introduce later in order to achieve improvement.
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inlinevirtual |
Gets index of the output element that has the specified name or alternative name, or -1 if there is no such output element.
outputNameOrNameAlt | Name or alternative name of the output element whose index is to be returned. |
This method is slow when the number of elements is large, becase it iterates through all elements before the matching element is found. If necessary, indexing can be introduced later in order to achieve improvement.
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Copies input parameters from the specified vector to the current data definition's default input values.
The default value flag is set on every element.
inputParameters | Vector from which default input values are copied. |
ArgumentException | If inputParameters is null or of incorrect dimension. |
References IG.Num.InputElementDefinition.DefaultValue, and IG.Num.InputElementDefinition.DefaultValueDefined.
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Stores default values of input parameters from the current data definition in the specified vector.
Vector is resized if necessary.
inputParameters | Vector where default values of input parameters are stored. |
InvalidOperationException | When default values are not defined for all input parameters. |
References IG.Num.InputElementDefinition.DefaultValue, IG.Num.InputElementDefinition.DefaultValueDefined, and IG.Num.VectorBase.Resize().
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Extracts input bounds as defined on the current data definition object, and stores them in the specified bounding box.
If some bounds are not defined then they are also not defined on the bounding box where bounds are stored.
After the call, bounding box will have bounds defined exacttly as they are set in the current input data definition.
bounds | Bounding box on which the extracted bounds are set. |
References IG.Num.InputOutputElementDefinition.BoundsDefined, IG.Num.InputOutputElementDefinition.MaximalValue, and IG.Num.InputOutputElementDefinition.MinimalValue.
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inlinevirtual |
Extracts output bounds as defined on the current data definition object, and stores them in the specified bounding box.
If some bounds are not defined then they are also not defined on the bounding box where bounds are stored.
After the call, bounding box will have bounds defined exacttly as they are set in the current output data definition.
bounds | Bounding box on which the extracted bounds are set. |
References IG.Num.InputOutputElementDefinition.BoundsDefined, IG.Num.InputOutputElementDefinition.MaximalValue, and IG.Num.InputOutputElementDefinition.MinimalValue.
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Returns a value indicating whether any input element has Name property defined.
References IG.Num.InputOutputElementDefinition.Name.
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Returns a value indicating whether any output element has Name property defined.
References IG.Num.InputOutputElementDefinition.Name.
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Returns a value indicating whether any element (either input or output) has Name property defined.
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Returns a value indicating whether any input element has Title property defined.
References IG.Num.InputOutputElementDefinition.Title.
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Returns a value indicating whether any output element has Title property defined.
References IG.Num.InputOutputElementDefinition.Title.
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Returns a value indicating whether any element (either input or output) has Title property defined.
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Returns a value indicating whether any input element has Description property defined.
References IG.Num.InputOutputElementDefinition.Description.
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Returns a value indicating whether any output element has Description property defined.
References IG.Num.InputOutputElementDefinition.Description.
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Returns a value indicating whether any element (either input or output) has Description property defined.
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Returns a value indicating whether any input element has DiscretizationStep property defined.
References IG.Num.InputElementDefinition.DiscretizationStep.
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Returns a value indicating whether any output element has DiscretizationStep property defined.
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Returns a value indicating whether any element (either input or output) has DiscretizationStep property defined.
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Returns a value indicating whether any input element has bounds defined.
References IG.Num.InputOutputElementDefinition.BoundsDefined.
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Returns a value indicating whether any output element has bounds defined.
References IG.Num.InputOutputElementDefinition.BoundsDefined.
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Returns a value indicating whether any element (either input or output) has bounds defined.
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Returns a value indicating whether any input element has scaling length defined.
References IG.Num.InputOutputElementDefinition.ScalingLengthDefined.
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Returns a value indicating whether any output element has scaling length defined.
References IG.Num.InputOutputElementDefinition.ScalingLengthDefined.
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Returns a value indicating whether any element (either input or output) has scaling length defined.
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Returns a value indicating whether any input element has target value defined.
References IG.Num.InputOutputElementDefinition.TargetValueDefined.
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Returns a value indicating whether any output element has target value defined.
References IG.Num.InputOutputElementDefinition.TargetValueDefined.
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Returns a value indicating whether any element (either input or output) has target value defined.
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Returns a value indicating whether any input element has default value defined.
References IG.Num.InputElementDefinition.DefaultValueDefined.
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Returns a value indicating whether any output element has default value defined.
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Returns a value indicating whether any element (either input or output) has default value defined.
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Returns a value indicating whether any input element has element index specified.
References IG.Num.InputOutputElementDefinition.ElementIndexSpecified.
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Returns a value indicating whether any output element has element index specified.
References IG.Num.InputOutputElementDefinition.ElementIndexSpecified.
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Returns a value indicating whether any element (either input or output) has element index specified.
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Returns a value indicating whether any input element has element index specified.
References IG.Num.InputElementDefinition.OptimizationIndexSpecified.
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Returns a value indicating whether any output element has element index specified.
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Returns a value indicating whether any element (either input or output) has element index specified.
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inlinestatic |
Saves input/output data definition to the specified JSON file. File is owerwritten if it exists.
dataDef | Object that is saved to a file. |
filePath | Path to the file where training data is saved. |
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inlinestatic |
Restores input/output data definition from the specified file in JSON format.
filePath | File from which training data is restored. |
dataDefRestored | Narual networ approximator's definition data that is restored by deserialization. |
Referenced by IG.Neural.DataMapperSimple.DataMapperSimple(), IG.Script.ScriptAppBase.DataStructuresFunctionTestCsvWriteDefinitionAndData(), IG.Neural.MappingApproximationFileManager.LoadDataDefinition(), and IG.Num.InputOutputDataDefiniton.SupplementDataDefinition().
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inlinestatic |
Creates and returns a data definition with fields set to default values.
inputLength | Number of input elements. |
outputLength | Number of output elements. |
References IG.Num.InputOutputDataDefiniton.AddInputElement(), and IG.Num.InputOutputDataDefiniton.AddOutputElement().
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inlinestatic |
Suplements the specified data definition object with information that is extracted from the training data set. Some data is updated independently of the training data set, and this data is updated even if the training data set is not specified. If bounds on input parameters and output values are not defined then bounds are set to bounds within which training data fits. If default values and target values are not specified then these values are set to centers of intervals. If names, titles and descriptions are not specified (null or empty string) then default strings are provided. If optimization parameter indices are not specified for input parameters then these indices are taken the same as elementindices. For fields that have the corresponding "...Defined" flag, data is recalculated only if that flag is set to false. In order to ensure recalculation of such fields, set the corresponding flags to false (for example, BoundsDefined for MinimalValue and MaximalValue, ScalingLengthDefined for ScalingLength, TargetValueDefined for TargetValue, etc.).
data | Definition data that is updated. |
trainingData | Training data that is used to calculate some values. If null then values which would be calculated form training data are not updated. |
References IG.Num.InputOutputElementDefinition.BoundsDefined, IG.Num.InputElementDefinition.DefaultValue, IG.Num.InputElementDefinition.DefaultValueDefined, IG.Num.InputOutputElementDefinition.Description, IG.Num.InputOutputElementDefinition.ElementIndex, IG.Num.InputOutputElementDefinition.ElementIndexSpecified, IG.Num.InputOutputDataDefiniton.GetInputElement(), IG.Num.SampledDataSet.GetInputRange(), IG.Num.InputOutputDataDefiniton.GetOutputElement(), IG.Num.SampledDataSet.GetOutputRange(), IG.Num.InputOutputDataDefiniton.InputLength, IG.Num.InputOutputElementDefinition.IsInput, IG.Num.InputOutputElementDefinition.MaximalValue, IG.Num.InputOutputElementDefinition.MinimalValue, IG.Num.InputOutputElementDefinition.Name, IG.Num.InputElementDefinition.OptimizationIndex, IG.Num.InputElementDefinition.OptimizationIndexSpecified, IG.Num.InputOutputDataDefiniton.OutputLength, IG.Num.InputOutputElementDefinition.ScalingLength, IG.Num.InputOutputElementDefinition.ScalingLengthDefined, IG.Num.InputOutputElementDefinition.TargetValue, IG.Num.InputOutputElementDefinition.TargetValueDefined, and IG.Num.InputOutputElementDefinition.Title.
Referenced by IG.Neural.NeuralAllpicationCommands.CmdSupplementNeuralDataDefinition().
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inlinestatic |
Suplements the specified data definition object with information that is extracted from the training data set and with automatically generated information.
dataDefinitionPath | Path to the original data definition file. It can be unspecified, in this case the initial data definition object is created and initialized with some default values. |
trainingDataPath | Path to the training data. It can be unspecified, in this case training data is not used, and only the data that can have some default values is updated. |
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inlinestatic |
Suplements the specified data definition object with information that is extracted from the training data set and with automatically generated information.
dataDefinitionPath | Path to the original data definition file. It can be unspecified, in this case the initial data definition object is created and initialized with some default values. |
trainingDataPath | Path to the training data. It can be unspecified, in this case training data is not used, and only the data that can have some default values is updated. |
updatedDataDefinitionPath | Path where the updated data defiition is saved. It can be the same path as for the original file. |
References IG.Num.SampledDataSet.LoadJson(), and IG.Num.InputOutputDataDefiniton.LoadJson().
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inlinestatic |
Copies data from one data definition to another.
original | Source object that data is copied from. |
copy | Object to which data is copied. |
Operation is performed only if both sorce and destination objects are non-null.
References IG.Num.InputOutputDataDefiniton.AddInputElement(), IG.Num.InputOutputDataDefiniton.AddOutputElement(), IG.Num.InputElementDefinition.Copy(), IG.Num.OutputElementDefinition.Copy(), IG.Num.InputOutputDataDefiniton.Description, IG.Num.InputOutputDataDefiniton.GetInputElement(), IG.Num.InputOutputDataDefiniton.GetOutputElement(), IG.Num.InputOutputDataDefiniton.InputElementList, IG.Num.InputOutputDataDefiniton.InputLength, IG.Num.InputOutputDataDefiniton.Name, IG.Num.InputOutputDataDefiniton.OutputElementList, and IG.Num.InputOutputDataDefiniton.OutputLength.
Referenced by IG.Num.InputOutputDataDefiniton.Copy().
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inlinestatic |
Copies data from one data definition to another.
original | Source object that data is copied from. |
copy | Object to which data is copied. |
If original object is null then destination object is also set to null. If destination object is nul then it is allocated anew.
References IG.Num.InputOutputDataDefiniton.CopyPlain().
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inlinestatic |
Creates and returns an example data definition.
inputLength | Number of input elements. |
outputLength | Number of output elements. |
References IG.Num.InputOutputDataDefiniton.AddInputElement(), and IG.Num.InputOutputDataDefiniton.AddOutputElement().
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Returns string representation of the current object.
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Default value of the Name property of the input and output data definitions.
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Default value of the Description property of the input and output data definitions.
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getset |
Name of the current definition of input parameters and output values of a model.
Default value is specified by the static property InputOutputDataDefiniton.DefaultName.
Referenced by IG.Num.InputOutputDataDefinitonDto.CopyFromPlain(), and IG.Num.InputOutputDataDefiniton.CopyPlain().
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getset |
Description of the current definition of input parameters and output values of a model.
Default value is specified by the static property InputOutputDataDefiniton.DefaultDescription.
Referenced by IG.Num.InputOutputDataDefinitonDto.CopyFromPlain(), and IG.Num.InputOutputDataDefiniton.CopyPlain().
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get |
Gets number of input parameters.
Referenced by IG.Num.InputOutputDataDefinitonDto.CopyFromPlain(), IG.Num.InputOutputDataDefiniton.CopyPlain(), IG.Script.ScriptAppBase.DataStructuresFunctionTestCsvReadDefinitionAndData(), IG.Neural.NeuralTadej.SaveDefinitionDataCSV(), IG.Num.SampledDataSet.SaveDefinitionDataCSV(), and IG.Num.InputOutputDataDefiniton.SupplementDataDefinition().
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Gets number of output values.
Referenced by IG.Num.InputOutputDataDefinitonDto.CopyFromPlain(), IG.Num.InputOutputDataDefiniton.CopyPlain(), IG.Script.ScriptAppBase.DataStructuresFunctionTestCsvReadDefinitionAndData(), IG.Neural.NeuralTadej.SaveDefinitionDataCSV(), IG.Num.SampledDataSet.SaveDefinitionDataCSV(), and IG.Num.InputOutputDataDefiniton.SupplementDataDefinition().
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