Concluding our experiments

Such accounts bring an end to our explorations and experimentations with various neural network architectures. Yet, there is still a lot more to discuss and discover. After all, while our journey together comes close to fruition, yours has just begun! There are countless more use cases, architectural variations, and implementational details that we could go on to explore, yet doing so will deviate from our initial ambitions for this work. We wanted to achieve a detailed understanding of what neural networks actually do, how they operate, and under what circumstances they may be used, respectively. Furthermore, we want to develop an internal intuition of what is actually happening inside these networks, and why these architectures work as well as they do. The remainder of this chapter will be dedicated to solidifying this notion, allowing you to better...