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Introduction to MLP using python Using python to implement a two-layers Multi-Layer perceptron with a hidden layer for classification.
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Introduction to MLP using pytorch Convert in pytorch and enhance the previous python MLP implementation.
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Reccurrent Neural Networks
- Implementing two neural networks for movie rating classification given the text of the review
- Training a language model on music sequences and generating new sequences according to the initial pattern
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Convolutional Neural n!etworks
- CNN for image classification on MNIST and CIFAR 10 datasets
- Implementing Deep dream and Adverserial examples using CNNs
- Using CNNs to enact image super-resolution
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