Based on that great article: https://dev.to/shamdasani/build-a-flexible-neural-network-with-backpropagation-in-python
Network can recognize 6 chars from training set and similar
Charts are great so there is learning rate impact chart
Results after 1000 epoches with 0.5 learning rate