CPSC393_Markov & LSTM Text Generation Models

Name: Tarek El-Hajjaoui

Student ID: 1902662

Chapman email: [email protected]

Course number and section: CPSC 393 - 02

Assignment or exercise number: Assignment 5: Assignment 5 Markov Chains

A description of any known compile or runtime errors, code limitations, or deviations from the assignment specification (if applicable): N/A

A list of all references used to complete the assignment, including peers (if applicable):

• John Wittenauer, Markov Chains from Scratch: https://medium.com/@jdwittenauer/markov-chains-from-scratch-33340ba6535b
• Devin Soni, Introduction to Markov Chains: https://towardsdatascience.com/introduction-to-markov-chains-50da3645a50d#:~:text=If%20the%20Markov%20chain%20has,add%20up%20to%20exactly%201.
• Jason Brownlee, How to develop Word-Based Neural Language Models in Python with Keras: https://machinelearningmastery.com/develop-word-based-neural-language-models-python-keras/