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该Wiki作为个人学习深度学习方面理论的笔记. 它主要参考以下学习过程:

网络资料入门

  1. [[doku>翻译并实践]][A Deep Learning Tutorial: From Perceptrons to Algorithms](http://www.toptal.com/machine-learning/an-introduction-to-deep-learning-from-perceptrons-to-deep-networks)
  2. 学习Andrew Ng写的DL原理
  3. 权威教材

一些论文

  1. 导论The Learning Machines
  2. 三大神 Yann LeCun, Yoshua Bengio, and Geoffrey Hinton的文章
  3. Growing Pains in Deep Learning
  4. 最近进展Deep Learning in Neural Networks

网络课程

  1. 神经网络Neural Networks for Machine Learning -- Geoffrey Hinton
  2. Oxford Deep Learning -- Nando de Freitas

库与语言

  1. H2O
  2. scala
  3. Octave