public AMatrix innerProduct(ADiagonalMatrix a) {
int dims = this.dimensions;
if (dims != a.dimensions)
throw new IllegalArgumentException(ErrorMessages.incompatibleShapes(this, a));
DiagonalMatrix result = DiagonalMatrix.createDimensions(dims);
for (int i = 0; i < dims; i++) {
result.data[i] = unsafeGetDiagonalValue(i) * a.unsafeGetDiagonalValue(i);
}
return result;
}
@Override
public void transformInPlace(AVector v) {
if (v instanceof AArrayVector) {
transformInPlace((AArrayVector) v);
return;
}
if (v.length() != dimensions)
throw new IllegalArgumentException(ErrorMessages.incompatibleShapes(this, v));
for (int i = 0; i < dimensions; i++) {
v.unsafeSet(i, v.unsafeGet(i) * unsafeGetDiagonalValue(i));
}
}
@Override
public Matrix innerProduct(Matrix a) {
if (!(dimensions == a.rowCount()))
throw new IllegalArgumentException(ErrorMessages.incompatibleShapes(this, a));
int acc = a.columnCount();
Matrix m = Matrix.create(dimensions, acc);
for (int i = 0; i < dimensions; i++) {
double dv = unsafeGetDiagonalValue(i);
for (int j = 0; j < acc; j++) {
m.unsafeSet(i, j, dv * a.unsafeGet(i, j));
}
}
return m;
}
@Override
public Matrix transposeInnerProduct(Matrix s) {
if (s.rowCount() != 1)
throw new IllegalArgumentException(ErrorMessages.incompatibleShapes(this, s));
int rc = this.columnCount();
int cc = s.columnCount();
Matrix m = Matrix.create(rc, cc);
for (int i = 0; i < rc; i++) {
double ti = this.get(i);
for (int j = 0; j < cc; j++) {
m.unsafeSet(i, j, ti * s.unsafeGet(0, j));
}
}
return m;
}