Assignment of CS 772 course at IIT Bombay, Spring 2023.

This assignment is completed as a part of the course Deep Learning for Natural Language Processing (CS 772) at Indian Institute of Technology Bombay in Spring, 2023. The course is offered by the Dept. of Computer Science and Engineering of the institute, instructed by Prof. Pushpak Bhattacharyya. The assignment objective has been accomplished by a team of three M.Tech first year students.

In this assignment, you will have to implement the backpropagation algorithm from scratch. After implementing backpropagation ab-initio, train CBow and Skip-gram with backpropagation