/// <summary>
/// Updates the configuration list of inputs
/// </summary>
private void UpdateInputConfigList()
{
// Get values from the input list
InputFeatures = GetInputValues <Node>("InputFeatures").ToList();
// Make sure that the list is initialised
if (m_DesiredInputsConfig == null)
{
m_DesiredInputsConfig = new List <IMLSpecifications.InputsEnum>();
}
// Adjust the desired inputs list based on nodes connected
m_DesiredInputsConfig.Clear();
// Go through all the nodes connected
for (int i = 0; i < InputFeatures.Count; i++)
{
// Cast the node checking if implements the feature interface (it is a featureExtractor)
IFeatureIML inputFeature = InputFeatures[i] as IFeatureIML;
// If it is a feature extractor...
if (inputFeature != null)
{
// We add the feature to the desired inputs config
DesiredInputsConfig.Add((IMLSpecifications.InputsEnum)inputFeature.FeatureValues.DataType);
}
}
}
protected void UpdateDesiredOutputFeatures()
{
DesiredOutputFeatures.Clear();
for (int i = 0; i < TargetValues.Count; i++)
{
IFeatureIML targetValue = TargetValues[i] as IFeatureIML;
DesiredOutputFeatures.Add(targetValue.FeatureValues);
}
}
protected void UpdateDesiredInputFeatures()
{
m_DesiredInputFeatures.Clear();
for (int i = 0; i < InputFeatures.Count; i++)
{
IFeatureIML inputValue = InputFeatures[i] as IFeatureIML;
m_DesiredInputFeatures.Add(inputValue.FeatureValues);
}
}
/// <summary>
/// Updates the configuration list of target values
/// </summary>
protected void UpdateTargetValuesConfig()
{
m_DesiredOutputsConfig.Clear();
if (m_DesiredOutputsConfig.Count != TargetValues.Count)
{
for (int i = 0; i < TargetValues.Count; i++)
{
// Cast the node checking if implements the feature interface (it is a featureExtractor)
IFeatureIML targetValue = TargetValues[i] as IFeatureIML;
// If it is a feature extractor...
if (targetValue != null)
{
// We add the feature to the desired inputs config
m_DesiredOutputsConfig.Add((IMLSpecifications.OutputsEnum)targetValue.FeatureValues.DataType);
}
}
}
}
