Applied Deep Learning for Computer Vision with Torch

CVPR 2015, Boston, MA

###Slides and Notebooks

• Slides
• Amazon EC2 image with torch + itorch + Atari + notebooks can be launched from this link and the AMI ID is: ami-b36981d8

Notebooks:

• [Deep Learning with Torch - A 60-minute blitz](Deep Learning with Torch.ipynb)
• [NNGraph - graph style neural networks](NNGraph Tutorial.ipynb)
• Character-level Recurrent networks. An introduction to real-world nngraph RNN training. Original code by @karpathy
• [Deep-Q Reinforcement learning to play Atari games](DQN Training iTorch.ipynb)