APPM 5720 - Applied Deep Learning (Fall 2020)

In this repo, I will store the reports as well as the final Project. The reports along with their corresponding topics are below.

Reports

• Report1 (Research Computing Nodes)
• Report2 (Deep Learning Theory)
• Report3 (PyTorch with CIFAR10)
• Report4 (PyTorch Lightning with SLURM)
• Report5 (Topology of Deep Neural Networks)
• Report6 (Visualizing Convolutional Neural Networks)
• Report7 (Semantic Segmentation with FCN)
• Final Project (Style Transfer Exploration)