Out of the Box

사용자 도구

사이트 도구

추적: • phasic_policy_gradient • stroke_based_rendering • fast_attention • embodied_agent • distributed_rl
deep_learning

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양쪽 이전 판이전 판
다음 판		이전 판
deep_learning [2015/12/31 01:54] – rex8312deep_learning [2024/03/23 02:38] (현재) – 바깥 편집 127.0.0.1
줄 1: 줄 1:
 ====== Deep learning ====== ====== 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://deeplearning.net/tutorial/|Deep learning tutorial]]
줄 9: 줄 12:
  
   * 도구   * 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     * https://github.com/aigamedev/scikit-neuralnetwork
     * http://scikit-neuralnetwork.readthedocs.org/en/latest/index.html     * http://scikit-neuralnetwork.readthedocs.org/en/latest/index.html
줄 14: 줄 22:
     * http://aikorea.org/blog/dl-libraries/     * http://aikorea.org/blog/dl-libraries/
     * https://github.com/zer0n/deepframeworks/blob/master/README.md     * 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   * 사운드 생성
줄 27: 줄 41:
   * 이미지 -> 스토리   * 이미지 -> 스토리
     * https://github.com/cesc-park/CRCN     * 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
deep_learning.1451526860.txt.gz · 마지막으로 수정됨: 2024/03/23 02:37 (바깥 편집)