// return the expected number of incoming messages
// negative for any number.
// public abstract int NumInputMessages();
// Load a FeatureMap in Matlab represented by the input
// All FeatureMap objects can be serialized to struct with .toStruct()
public static VectorMapper FromMatlabStruct(MatlabStruct s)
{
string className = s.GetString("className");
VectorMapper map = null;
if (className.Equals("RandFourierGaussMVMap"))
{
map = RFGMVMap.FromMatlabStruct(s);
}
else if (className.Equals("CondFMFiniteOut"))
{
map = CondFMFiniteOut.FromMatlabStruct(s);
}
// else if(className.Equals("CondCholFiniteOut")){
// map = CondCholFiniteOut.FromMatlabStruct(s);
// }
else if (className.Equals(RFGJointKGG.MATLAB_CLASS))
{
map = RFGJointKGG.FromMatlabStruct(s);
}
else if (className.Equals(StackVectorMapper.MATLAB_CLASS))
{
map = StackVectorMapper.FromMatlabStruct(s);
}
else if (className.Equals(BayesLinRegFM.MATLAB_CLASS))
{
map = BayesLinRegFM.FromMatlabStruct(s);
}
else if (className.Equals(UAwareVectorMapper.MATLAB_CLASS))
{
map = UAwareVectorMapper.FromMatlabStruct(s);
}
else if (className.Equals(UAwareStackVectorMapper.MATLAB_CLASS))
{
map = UAwareStackVectorMapper.FromMatlabStruct(s);
}
else
{
throw new ArgumentException("Unknown className: " + className);
}
// else if(className.Equals("RFGSumEProdMap")){
//
// }else if(className.Equals("RFGEProdMap")){
//
// }else if(className.Equals("RFGJointEProdMap")){
//
// }else if(className.Equals("RFGProductEProdMap")){
//
// }
return(map);
}
public new static RFGJointKGG FromMatlabStruct(MatlabStruct s)
{
// s.className=class(this);
// s.embed_width2s_cell = this.embed_width2s_cell;
// s.outer_width2 = this.outer_width2;
// s.numFeatures=this.numFeatures;
// s.innerNumFeatures = this.innerNumFeatures;
// s.eprodMap=this.eprodMap.toStruct();
// s.Wout = this.Wout;
// s.Bout = this.Bout;
string className = s.GetString("className");
if (!className.Equals(MATLAB_CLASS))
{
throw new ArgumentException("The input does not represent a " + MATLAB_CLASS);
}
double outer_width2 = s.GetDouble("outer_width2");
int numFeatures = s.GetInt("numFeatures");
int innerNumFeatures = s.GetInt("innerNumFeatures");
MatlabStruct mapStruct = s.GetStruct("eprodMap");
RFGEProdMap eprodMap = RFGEProdMap.FromMatlabStruct(mapStruct);
Matrix Wout = s.GetMatrix("Wout");
if (innerNumFeatures != Wout.Rows)
{
throw new ArgumentException("inner #features must be = #rows of Wout");
}
if (numFeatures != Wout.Cols)
{
throw new ArgumentException("numFeatures must be = #cols of Wout");
}
Vector Bout = s.Get1DVector("Bout");
if (Bout.Count != numFeatures)
{
throw new ArgumentException("Bout must have length = numFeatures");
}
RFGJointKGG jointMap = new RFGJointKGG();
jointMap.outer_width2 = outer_width2;
jointMap.numFeatures = numFeatures;
jointMap.innerNumFeatures = innerNumFeatures;
jointMap.eprodMap = eprodMap;
jointMap.Wout = Wout;
jointMap.Bout = Bout;
// construct object
return(jointMap);
}
public override List <RandomFeatureMap> GenCandidates(List <IKEPDist[]> msgs,
int[] numFeatures, double[] medianFactors, Random rng)
{
// generate only one candidate for now
RFGJointKGG jointKgg = RFGJointKGG.EmptyMap();
List <RandomFeatureMap> canJointKgg = jointKgg.GenCandidates(msgs, numFeatures, medianFactors,
rng);
RandomFeatureMap[] maps = canJointKgg.ToArray();
List <RandomFeatureMap> canStack = new List <RandomFeatureMap>();
canStack.Add(new StackFeatureMap(maps));
return(canStack);
}
public static RandomFeatureMap FromMatlabStruct(MatlabStruct s)
{
string className = s.GetString("className");
RandomFeatureMap map = null;
if (className.Equals(RFGJointKGG.MATLAB_CLASS))
{
map = RFGJointKGG.FromMatlabStruct(s);
}
else
{
throw new ArgumentException("Unknown className: " + className);
}
// else if(className.Equals("RFGSumEProdMap")){
//
// }else if(className.Equals("RFGEProdMap")){
//
// }else if(className.Equals("RFGJointEProdMap")){
//
// }else if(className.Equals("RFGProductEProdMap")){
//
// }
return(map);
}