private static MatrixIdentifier __storeAndGetID(Matrix matrix)
{
MatrixIdentifier id = new MatrixIdentifier();
__matrixStore[id] = matrix;
return(id);
}
private static MatrixIdentifier __makeMatrix(int rows, int columns)
{
Matrix matrix = new Matrix(rows, columns);
MatrixIdentifier id = __storeAndGetID(matrix);
return(id);
}
private static MatrixIdentifier __makeMatrix(double[,] array)
{
Matrix matrix = new Matrix(array);
MatrixIdentifier id = __storeAndGetID(matrix);
return(id);
}
public static EmbeddingBatch MakeEmbeddingBatch(int[,] array, int partDimension)
{
Matrix matrix = new EmbeddingMatrix(array, partDimension);
MatrixIdentifier id = __storeAndGetID(matrix);
return(new EmbeddingBatch(id));
}
public static VectorBatch __ApplyWeightsToVectorBatch(WeightsMatrix weightsMatrix, VectorBatch inputBatch)
{
Matrix matrix = __matrixStore[weightsMatrix.MatrixID];
Matrix batch = __matrixStore[inputBatch.MatrixID];
Matrix resultMatrix = batch.MultiplyBy(matrix);
MatrixIdentifier id = __storeAndGetID(resultMatrix);
return(new VectorBatch(id));
}
public BiasesVector(MatrixIdentifier id)
: base(id)
{
}
public WeightsMatrix(MatrixIdentifier id)
: base(id)
{
}
public NetMatrix(MatrixIdentifier id)
{
MatrixID = id;
}
public VectorBatch(MatrixIdentifier id)
: base(id)
{
}
public EmbeddingBatch(MatrixIdentifier id)
: base(id)
{
}
public static VectorBatch MakeVectorBatchFromArray(double[,] array)
{
MatrixIdentifier id = __makeMatrix(array);
return(new VectorBatch(id));
}
public static BiasesVector MakeZeroBiasesVector(int dimension)
{
MatrixIdentifier id = __makeMatrix(1, dimension);
return(new BiasesVector(id));
}
public static WeightsMatrix MakeWeightsMatrixFromArray(double[,] array)
{
MatrixIdentifier id = __makeMatrix(array);
return(new WeightsMatrix(id));
}
public static WeightsMatrix MakeZeroWeightsMatrix(int rows, int columns)
{
MatrixIdentifier id = __makeMatrix(rows, columns);
return(new WeightsMatrix(id));
}
public static int GetColumnCount(MatrixIdentifier id)
{
return(__matrixStore[id].ColumnCount);
}
public static int GetRowCount(MatrixIdentifier id)
{
return(__matrixStore[id].RowCount);
}