This repository contains the solutions to all the assignments that were done as part of enhancing the learning experience in the CS6910: Fundamentals of Deep Learning course offered by Indian Institute of Technology Madras. The course was taught by Prof. Mitesh Khapra.
- In the first assignment we create a neural network model and implement the variants of gradient descent from scratch.
- In the second assignment we train a CNN model from scratch.
- In the third assingment we create a transliteration system using RNN.
To download the repository, type the below command in the command line interface of git:
git clone https://github.com/ArupDas15/Fundamentals_Of_Deep_Learning.git
You can also download the entire repository as a zip file from the Download ZIP option as shown in the image below (click on the Code button to the right to get the Download ZIP option):
| Name | Contact | LinkedIn/ Website | |
|---|---|---|---|
| 1 | Arup Das | cs20s016@smail.iitm.ac.in | https://www.linkedin.com/in/arup-das-90033a153/ |
| 2 | Utsav Dey | cs20s009@smail.iitm.ac.in | https://www.linkedin.com/in/utsav-dey/ |