The answer might be different for building and using neural networks, and also different than for non-NN code.
In general, you want to choose one language for your main language, for the heavy lifting. That could be Julia (historically C and/or C++ and Fortran). You can basically do everything, including neural networks in Julia only.
I’m not sure if these might be helpful: