/IITB-Deep-Learning

[IE643 - IIT Bombay] All the assignments & project in the coursework (★)

Primary LanguagePythonMIT LicenseMIT

Deep Learning (Autumn 2019) - IIT Bombay

This repository contains all my submissions to assignments written during my study of the IE643: Deep Learning - Theory and Practice course in Autumn 2019 at Indian Institute of Technology (IIT) Bombay, India.

Contents

  • Assignment 3: Implementation of a Feed-forward network without frameworks and their analysis with MSE and Cross-Entropy loss functions.
  • Assignment 4: Implementation of a DCGAN inspired by the paper Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks by Radford et al.
  • Project: The final project for the course was: Adversarial Attacks on BERT. More details can be found in the Report file.

Author

  • Vamsi Krishna Reddy Satti - vamsi3

Acknowledgement

I'm thankful to the course instructor Prof. P Balamurugan for the well structured assignments.

License

This project is licensed under the MIT License - please see the LICENSE file for details.