This is my Summer of Code 2022 submission for CNN-lytical, organised by the Web and Coding Club at IIT Bombay.

• The files for Assignment 1 can be found at the Assignment 1 folder. It involved making predictions on the MNIST dataset without using any machine-learning specific libraries.
• The files for Assignment 2 can be found at the Assignment 2 folder. It involved making predictions on the MNIST dataset using PyTorch.
• The files for Assignment 3 can be found at the Assignment 3 folder. It involved making predicitons on the CIFAR-10 dataset using a Convolutional Neural Network implemented in PyTorch.
• The files for the porject can be found at the Project - Adversarial Attacks folder. It involved implementing the FGSM and the DeepFool algorithms to fool a convolutional neural net into misclassifying images.