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deep-reinforcement-learning-papers

A list of papers and resources dedicated to deep reinforcement learning

deep-reinforcement-learning-papers-1

A list of recent papers regarding deep reinforcement learning

deepdream

deeplearning

Deep learning code by Hinton

deeplearning-1

Deep Learning (Python, C/C++, Java)

deeplearning-class-2011

Code for Deep Learning class at Google

deeplearning-papernotes

Summaries and notes on Deep Learning research papers

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deepmat

Matlab Code for Restricted/Deep Boltzmann Machines and Autoencoders

deepnet

Implementation of some deep learning algorithms.

demos

Demos and tutorials around Torch7.

densecap

Dense image captioning in Torch

devdotfiles

Quick setup of ubuntu and arch dev server

diffmem

Reference implementations of neural networks with differentiable memory mechanisms (NTM, Stack RNN, etc.)

dnngraph

A DSL for deep neural networks, supporting Caffe and Torch

dotfiles

Vim, zsh, and other configuration files.

dotfiles-1

:wrench: .files, including ~/.osx — sensible hacker defaults for OS X

dp

A deep learning library for streamlining research and development using the Torch7 distribution.

dqn

Implementation of DQN in neon

dropneuron

DropNeuron: Simplifying the Structure of Deep Neural Networks

dspkm

This is the page for the book Digital Signal Processing with Kernel Methods.

dynamic-memory-networks-in-theano

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

editr

A Rmarkdown editor with instant preview

elements-of-statistical-learning

Contains LaTeX, SciPy and R code providing solutions to exercises in Elements of Statistical Learning (Hastie, Tibshirani & Friedman)

emacs.d

Minimalistic emacs config

enet-training

examples

faster_rcnn

Faster R-CNN

fbcunn

Facebook's extensions to torch/cunn.