It's possible to install Python and NumPy separately, however ... If you're familiar with matrix multiplication, notice that the two for-loops that compute the hidden node sum of products are just ...

so they aren’t constrained by Python’s limitations. NumPy provides a specialized array type that is optimized to work with machine-native numerical types such as integers or floats.