The article is using the Python C API directly. pybind11 is a C++ wrapper that makes the Python API more friendly to use from C++ (e.g. smart pointers instead

The article is using the Python C API directly. pybind11 is a C++ wrapper that makes the Python API more friendly to use from C++ (e.g. smart pointers instead of manual reference counting)