Manual implementation of forward prediction, backpropagation(BP), backpropagation through time(BPTT) in language model. Then, reuse the LM to do number prediction(Subject-Verb Agreement).
The requirement of the code:
Miniconda + Python 3.5
numpy + gensim + pandas