RNN-implementation-using-Numpy-binary-digit-addition

RNN implementation using only Numpy. Try to learn binary digit addition.

[objective]

• Understand RNN with a simple numpy implementation.
• Train RNN for a binary opperation, e.g. addition.
• Check if the trained RNN can be extended to the unseen data with longer digits (e.g. 8 bytes digits training -> 10 bytes digit test)

Problem (binary operation, especially addition)

[Refercence]

If you want more detailed background with explanations about RNN:

• original post (Eng): https://iamtrask.github.io/2015/11/15/anyone-can-code-lstm/
• Korean translation : http://jaejunyoo.blogspot.com/2017/06/anyone-can-learn-to-code-LSTM-RNN-Python.html