It's all frameworks now, some better than others. I haven't written one outside of demos or interviews in years. With that being said, I've modified neural networks a whole bunch. Usually you can just tweak parameters in a config file but sometimes you want additional outputs or to fundamentally change the model in some way...usually minor tweaks codewise.