| Public Interface IANNModel | |
| Property Data As List(Of List(Of Single)) | |
| Property MetaData As IConvergenceHelperMetaData | |
| Property Parameters As IModelParameters | |
| Property SerializedModelData As String | |
| Property TensorName_Output As String | |
| Property TensorName_X As String | |
| Property TensorName_Y As String | |
| Property session As Object | |
| Sub Dispose() | |
| Function LoadData(ByVal data As List(Of XElement)) As Boolean | |
| Function Predict(ByVal inputdata As List(Of Single)) As List(Of Single) | |
| Sub PrepareData() | |
| Function SaveData() As List(Of XElement) | |
| Function Summary() As String | |
| Sub Train(Optional ByVal flowsheet As IFlowsheet = Nothing) | |
| End Interface | |
| Public Interface IModelParameters | |
| Property AbsoluteMSETolerance As Single | |
| Property BatchSize As Integer | |
| Property Labels As List(Of String) | |
| Property Labels_Outputs As List(Of String) | |
| Property LearningRate As Single | |
| Property MaxScale As Single | |
| Property MaxValues As List(Of Single) | |
| Property MinScale As Single | |
| Property MinValues As List(Of Single) | |
| Property NumberOfEpochs As Integer | |
| Property NumberOfLayers As Integer | |
| Property NumberOfNeuronsOnFirstLayer As Integer | |
| Property RelativeMSETolerance As Single | |
| Property SplitFactor As Single | |
| Property TensorName_Output As String | |
| Property TensorName_X As String | |
| Property TensorName_Y As String | |
| Function LoadData(ByVal data As List(Of XElement)) As Boolean | |
| Function SaveData() As List(Of XElement) | |
| End Interface |