public string QueryNetwork(NetworkModel network, QueryDataModel queryData, QueryDataFormat dataFormat)
{
switch (dataFormat)
{
case QueryDataFormat.BlackMNIST28x28:
var outputs = network.Query(queryData.InputValues);
return(queryData.Marker = Array.IndexOf(outputs, outputs.Max()).ToString());
default:
return("Bad request");
}
}
public QueryDataModel BackQuery(NetworkModel network, QueryDataModel targetData, QueryDataFormat dataFormat)
{
switch (dataFormat)
{
case QueryDataFormat.BlackMNIST28x28:
var inputs = network.BackQuery(targetData.OutputValues);
var data = new QueryDataModel()
{
InputValues = inputs,
Marker = targetData.Marker,
OutputValues = targetData.OutputValues
};
var readyData = new MNIST28x28BackQueryData(data);
return(readyData);
default:
return(null);
}
}
public void Train(QueryDataModel queryDataModel)
{
base.Train(queryDataModel.InputValues, queryDataModel.OutputValues);
}
