Michele Morisco
Michele Morisco
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Colab
Unconstrained maximum problem with SGD and BFGS
Implementing optimization algorithms like SGD and BFGS to solve an unconstrained maximum problem.
Offensive Language Detection in Social Media
Implementing an offensive language detector for social media.
CNN on CIFAR-10 with adversarial attack
Implement the own convolutional neural network and training in it on CIFAR-10. When the network is trained, try an adversarial attack on it, using the Fast Gradient Sign method.
Restricted Boltzmann Machine on MNIST
Implement from scratch an RBM and apply it to MNIST.
Convolution of a Laplacian of a Gaussian blob detector
Implement the own convolution of a Laplacian of a Gaussian blob (LoG) detector with an image and apply it.
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