Once a day during my master's program in theoretical physics, dubious task has been set ...

This code is my attempt to make a reasonable answer on this task:

1. Adequate pipeline for operating with 1d fully-connected NN's in C# is provided.
2. Basic activation functions, loss functions and learning strategies are implemented.
3. Several normalization techniques are realized.