SaverioMonaco / NN-DeepLearning-Projects

Assignments of Neural Network and Deep Learning

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