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)

Name		Name	Last commit message	Last commit date
Char-RNN.ipynb		Char-RNN.ipynb
CharLstm.dot		CharLstm.dot
CharLstm.svg		CharLstm.svg
CharLstm_color.dot		CharLstm_color.dot
CharLstm_color.svg		CharLstm_color.svg
CharLstm_color2.dot		CharLstm_color2.dot
CharLstm_color2.svg		CharLstm_color2.svg
CharLstm_color3.dot		CharLstm_color3.dot
CharLstm_color3.svg		CharLstm_color3.svg
CharLstm_color4.dot		CharLstm_color4.dot
CharLstm_color4.svg		CharLstm_color4.svg
DQN Results.ipynb		DQN Results.ipynb
DQN Training iTorch.ipynb		DQN Training iTorch.ipynb
DQN Training.ipynb		DQN Training.ipynb
Deep Learning with Torch.ipynb		Deep Learning with Torch.ipynb
MLP.dot		MLP.dot
MLP.svg		MLP.svg
MLP_Annotated.dot		MLP_Annotated.dot
MLP_Annotated.svg		MLP_Annotated.svg
MyMLPError.dot		MyMLPError.dot
MyMLPError.svg		MyMLPError.svg
NNGraph Tutorial.ipynb		NNGraph Tutorial.ipynb
README.md		README.md
cvpr-torch.pdf		cvpr-torch.pdf
kk.dot		kk.dot
kk.svg		kk.svg
rnn_net.dot		rnn_net.dot
rnn_net.svg		rnn_net.svg
rnn_net2.dot		rnn_net2.dot
rnn_net2.svg		rnn_net2.svg
rnn_net3.dot		rnn_net3.dot
rnn_net3.svg		rnn_net3.svg