Out of the Box

이 문서는 읽기 전용입니다. 원본을 볼 수는 있지만 바꿀 수는 없습니다. 문제가 있다고 생각하면 관리자에게 문의하세요.
====== Deep learning ======

  * Debugging
    * https://blog.slavv.com/37-reasons-why-your-neural-network-is-not-working-4020854bd607

  * [[http://deeplearning.net/tutorial/|Deep learning tutorial]]
  * [[http://memkite.com/blog/2015/01/27/update-with-408-recent-papers-to-deeplearning-university/|딥러닝 관련 최근 논문 408개 목록]]
  * [[http://www.iro.umontreal.ca/~bengioy/dlbook/|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
    * [[http://techholic.co.kr/archives/46486|이게 바로 자율주행車를 위한 슈퍼컴퓨터]]

  * Semi-supervised learning
    * [[deep 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