Adversarial attack on DL A demonstration fo adversarial attack on CNN based image classification models Backprop from scratch Implemented backpropagation for multi-layer perceptrons (MLPs) and convolutional neural networks (CNNs) CNN Architectures Reimplementation of influential Convolutional Neural Network architectures. Deep Reinforcement Learning Q Learning and Deep Q-Learning to train agents that plays different games Cat Faces A demonstration of GAN for generating cat faces Self-supervised Learning A demonstration of Self Supervised ML Conditional VAE A demonstration of VAE and CVAE for generative modeling
