Deep learning
Debugging
https://blog.slavv.com/37-reasons-why-your-neural-network-is-not-working-4020854bd607
Deep learning tutorial
딥러닝 관련 최근 논문 408개 목록
Deep Learning, Y. Bengio, I. J. Goodfellow, and A. Courville
https://github.com/aigamedev/scikit-neuralnetwork
http://www.kdnuggets.com/2015/10/blocks-fuel-deep-learning-frameworks.html
도구
http://pytorch.org/
http://www.deeplearning.net/software/theano/
http://keras.io/
http://scikit-neuralnetwork.readthedocs.org/en/latest/index.html#
http://blog.apcelent.com/most-popular-deep-learning-library-2015.html
https://github.com/aigamedev/scikit-neuralnetwork
http://scikit-neuralnetwork.readthedocs.org/en/latest/index.html
https://www.tensorflow.org/versions/master/get_started/index.html
http://aikorea.org/blog/dl-libraries/
https://github.com/zer0n/deepframeworks/blob/master/README.md
http://www.kdnuggets.com/2016/02/scikit-flow-easy-deep-learning-tensorflow-scikit-learn.html
https://github.com/dmlc/mxnet
https://dl.sony.com/ja/
한자 쓰기
http://blog.otoro.net/2015/12/28/recurrent-net-dreams-up-fake-chinese-characters-in-vector-format-with-tensorflow/
사운드 생성
http://www.johnglover.net/blog/generating-sound-with-rnns.html
영웅 선택
https://twitter.com/alexjc/status/677167248201654273
https://gist.github.com/syhw/cf6644c7fb73b02a0131
테스트 해보기
https://twitter.com/alexjc/status/679372172578725888
이미지 → 스토리
https://github.com/cesc-park/CRCN
사례
이게 바로 자율주행車를 위한 슈퍼컴퓨터
Semi-supervised learning
ladder networks
GAN and VAE
https://github.com/hwalsuklee/tensorflow-generative-model-collections
Video interpolation
https://github.com/neil454/deep-motion
https://github.com/sniklaus/pytorch-sepconv
https://www.youtube.com/watch?v=_RM1zUrY1AQ