/// <summary>
/// Broadcast any number of arrays against each other.
/// </summary>
/// <param name="ndArrays">The arrays to broadcast.</param>
/// <returns>These arrays are views on the original arrays. They are typically not contiguous. Furthermore, more than one element of a broadcasted array may refer to a single memory location. If you need to write to the arrays, make copies first.</returns>
/// <remarks>https://docs.scipy.org/doc/numpy/reference/generated/numpy.broadcast_arrays.html</remarks>
public static NDArray[] broadcast_arrays(params NDArray[] ndArrays)
{
int len = ndArrays.Length;
int i;
var inputShapes = new Shape[len];
for (i = 0; i < len; i++)
{
inputShapes[i] = ndArrays[i].Shape;
}
var outputShapes = DefaultEngine.Broadcast(inputShapes);
var list = new NDArray[len];
for (i = 0; i < len; i++)
{
list[i] = new NDArray(UnmanagedStorage.CreateBroadcastedUnsafe(ndArrays[i].Storage, outputShapes[i]));
}
return(list);
}
/// <summary>
/// Broadcast two arrays against each other.
/// </summary>
/// <param name="lhs">An array to broadcast.</param>
/// <param name="rhs">An array to broadcast.</param>
/// <returns>These arrays are views on the original arrays. They are typically not contiguous. Furthermore, more than one element of a broadcasted array may refer to a single memory location. If you need to write to the arrays, make copies first.</returns>
/// <remarks>https://docs.scipy.org/doc/numpy/reference/generated/numpy.broadcast_arrays.html</remarks>
public static (NDArray Lhs, NDArray Rhs) broadcast_arrays(NDArray lhs, NDArray rhs)
{
var(leftShape, rightShape) = DefaultEngine.Broadcast(lhs.Shape, rhs.Shape);
return(new NDArray(UnmanagedStorage.CreateBroadcastedUnsafe(lhs.Storage, leftShape)),
new NDArray(UnmanagedStorage.CreateBroadcastedUnsafe(rhs.Storage, rightShape)));
}
/// <summary>
/// Broadcast an array to a new shape.
/// </summary>
/// <param name="from">The UnmanagedStorage to broadcast.</param>
/// <param name="against">The shape to broadcast against.</param>
/// <returns>These arrays are views on the original arrays. They are typically not contiguous. Furthermore, more than one element of a broadcasted array may refer to a single memory location. If you need to write to the arrays, make copies first.</returns>
/// <remarks>https://docs.scipy.org/doc/numpy/reference/generated/numpy.broadcast_to.html</remarks>
public static NDArray broadcast_to(UnmanagedStorage from, UnmanagedStorage against)
{
return(new NDArray(UnmanagedStorage.CreateBroadcastedUnsafe(from, DefaultEngine.Broadcast(from.Shape, against.Shape).LeftShape)));
}