public void MP_GetItemGamma()
{
InferenceEngine engine = new InferenceEngine();
ModelDefinitionMethod meth = new ModelDefinitionMethod(GetItemGammaModel);
var ca = engine.Compiler.CompileWithoutParams(
declaringType, meth.Method, new AttributeRegistry <object, ICompilerAttribute>(true));
ca.Execute(1);
Gamma cMarg = ca.Marginal <Gamma>("c");
DistributionArray <Gamma> dMarg = ca.Marginal <DistributionArray <Gamma> >("d");
}
public void MP_VectorGaussian()
{
// Need VMP as EP doesn't support random mean
InferenceEngine engine = new InferenceEngine(new VariationalMessagePassing());
ModelDefinitionMethod meth = new ModelDefinitionMethod(VectorGaussianModel);
var ca = engine.Compiler.CompileWithoutParams(
declaringType, meth.Method, new AttributeRegistry <object, ICompilerAttribute>(true));
ca.Execute(1);
VectorGaussian cMarg = ca.Marginal <VectorGaussian>("c");
}
public void MP_Product()
{
InferenceEngine engine = new InferenceEngine();
ModelDefinitionMethod meth = new ModelDefinitionMethod(ProductModel);
var ca = engine.Compiler.CompileWithoutParams(
declaringType, meth.Method, new AttributeRegistry <object, ICompilerAttribute>(true));
ca.Execute(1);
Gaussian cMarg = ca.Marginal <Gaussian>("c");
Gaussian dMarg = ca.Marginal <Gaussian>("d");
}
public void MP_Logical()
{
InferenceEngine engine = new InferenceEngine();
ModelDefinitionMethod meth = new ModelDefinitionMethod(LogicalModel);
var ca = engine.Compiler.CompileWithoutParams(
declaringType, meth.Method, new AttributeRegistry <object, ICompilerAttribute>(true));
ca.Execute(1);
Bernoulli cMarg = ca.Marginal <Bernoulli>("c");
Bernoulli dMarg = ca.Marginal <Bernoulli>("d");
Bernoulli eMarg = ca.Marginal <Bernoulli>("e");
}
/// <exclude/>
public IGeneratedAlgorithm Compile <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10>(ModelDefinitionMethod <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10> method)
{
return(CompileWithoutParams(method.Method));
}
/// <exclude/>
public IGeneratedAlgorithm Compile <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10>(ModelDefinitionMethod <T1, T2, T3, T4, T5, T6, T7, T8, T9, T10> method, T1 arg1, T2 arg2,
T3 arg3, T4 arg4, T5 arg5, T6 arg6, T7 arg7, T8 arg8, T9 arg9, T10 arg10)
{
return(CompileWithParamArray(method.Method, arg1, arg2, arg3, arg4, arg5, arg6, arg7, arg8, arg9, arg10));
}
/// <exclude/>
public IGeneratedAlgorithm Compile <T1, T2, T3, T4, T5, T6>(ModelDefinitionMethod <T1, T2, T3, T4, T5, T6> method, T1 arg1, T2 arg2, T3 arg3, T4 arg4, T5 arg5, T6 arg6)
{
return(CompileWithParamArray(method.Method, arg1, arg2, arg3, arg4, arg5, arg6));
}
/// <exclude/>
public IGeneratedAlgorithm Compile <T1, T2, T3, T4>(ModelDefinitionMethod <T1, T2, T3, T4> method)
{
return(CompileWithoutParams(method.Method));
}
/// <exclude/>
public IGeneratedAlgorithm Compile <T1, T2, T3>(ModelDefinitionMethod <T1, T2, T3> method, T1 arg1, T2 arg2, T3 arg3)
{
return(CompileWithParamArray(method.Method, arg1, arg2, arg3));
}
/// <exclude/>
public IGeneratedAlgorithm Compile <T1>(ModelDefinitionMethod <T1> method, T1 arg1)
{
return(CompileWithParamArray(method.Method, arg1));
}
/// <exclude/>
public IGeneratedAlgorithm Compile(ModelDefinitionMethod method)
{
return(CompileWithParamArray(method.Method));
}
