Prerequisites Make sure python >= 3.6 is installed To install required libraries use

  pip3 install -r requirements.txt 

Running the Program

To run the program use

python3 model.py

Note

• The training paramters of the model are quite large enough and hence they need some time to complete the processsing before futher processing.
• The files with perplexity scores with each sentence are generated automatically and also the avergae perplexity scores are reported.
• Once the model is trained and is fully ready to accept the user inputs for calculating perplexity scores. Ready! will be printed to inform the user for same.
• Untill the user passes quit() to the input the program will continue accepting the sentences as the input and will report it's perplexity scores.