Language Model (1 word in - 1 word out)

program is a basic language model using very basic dataset="jack and jill poem"

dataset can be changed

DIFFICULTY LEVEL :INTERMEDIATE

THE CODE PREDICTS THE NEXT WORD ACCORDING TO ITS TRAINING VIA JACK AND JILL POEM

NEURAL LAYERS USED:

 1.EMBEDDING LAYER
 
 2.LSTM LAYER (RNN LAYER)
 
 3.DENSE LAYER

KERAS IS USED AS A WRAPPER FOR TENSORFLOW

PROBLEMS

 1.SOMETIMES OUTPUT MAY VARY AS SOME WORDS ARE REPEATED AND THERE NEXT WORD IS DIFFERENT