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Deep-Learning

Neural Networks

cnn.py - Convolutional Neural Network on the CIFAR10 dataset

denoiser.py - ResNet to denoise noisy CIFAR10

adversarial.py - Targeted attack and Universal Untargeted Adversarial attack on CIFAR10

ewc.py - Elastic Weight Consolidation to tackle Catastrophic Forgetting and enable Continual Learning on sequence of distinct tasks of MNIST Dataset

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