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Neural Networks and Deep Learning Projects

Assignments of Neural Network and Deep Learning

1. Supervised Deep Learning on FashionMNIST dataset

  • 1.1 Regression Task on noisy polinomial function
  • 1.2 Classification of FashionMNIST dataset

2. Convolutional Autoencoders

  • 2.1 Reconstruction through a Convolutional Autoencoder on FashionMNIST
  • 2.2 Classification through fine tuning
  • 2.3 Implementation of a GAN as generative model

3. Deep Reinforcement Learning

  • 3.1 Deep-Q-Learning algorithm

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Assignments of Neural Network and Deep Learning

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