confused about supervised model

[kabu1204]

I've noticed that you have updated a supervised model based on neural networks to akochan_ui and this repo.
Is there any relation between the akochan and this new model? Is the akochan a prune version of the supervised model, or a completely different model? The https://akochan.ekyu.moe/ has mentioned that a MDP based method is the prototype of akochan.