Recently I have been into nerual networks. I really want to know a good way to code them. I have gotten one working before, but it was a huge mess. I already know the concepts and weights and how it should work.

With the Information you have given it is hard to give any advice/help.

• What is your objective?
• Is this purely self-educational?
• Are you making a Game?
• Do you require network training in the shipped game or just execution?

One thing I learned though:

Use an existing Framework (e.g. TensorFlow, Torch)

• They are well tested and stable
• They come with debugging, visualization.
• Save/load features of your trained model.
• People can help if you are stuck.

I hope it helps you to refine your question.