(edited to reflect latest findings)

This simple program beahaves as if it leaks memory:

    var arr = new float[10000 * 10000];
    while (true)
    {
        var arr = np.array(arr);
        arr.Dispose();
    }

The memory actually gets freed eventually, but not soon enough to avoid OOM exceptions under some conditions; further details in this comment.