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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 ====== | ||
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| - | 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](http://ufldl.stanford.edu/tutorial/) | ||
| - | 4. [权威教材](http://www.deeplearningbook.org/) | ||
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| - | ====== 一些论文 ====== | ||
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| - | 1. 导论[The Learning Machines](http://www.nature.com/news/computer-science-the-learning-machines-1.14481) | ||
| - | 2. [三大神 Yann LeCun, Yoshua Bengio, and Geoffrey Hinton的文章](http://www.nature.com/articles/nature14539.epdf?referrer_access_token=K4awZz78b5Yn2_AoPV_4Y9RgN0jAjWel9jnR3ZoTv0PU8PImtLRceRBJ32CtadUBVOwHuxbf2QgphMCsA6eTOw64kccq9ihWSKdxZpGPn2fn3B_8bxaYh0svGFqgRLgaiyW6CBFAb3Fpm6GbL8a_TtQQDWKuhD1XKh_wxLReRpGbR_NdccoaiKP5xvzbV-x7b_7Y64ZSpqG6kmfwS6Q1rw%3D%3D&tracking_referrer=www.nature.com) | ||
| - | 3. [Growing Pains in Deep Learning](http://cacm.acm.org/news/188737-growing-pains-for-deep-learning/fulltext) | ||
| - | 4. 最近进展[Deep Learning in Neural Networks](http:////arxiv.org/pdf/1404.7828.pdf) | ||
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| - | ======网络课程====== | ||
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| - | 1. 神经网络[Neural Networks for Machine Learning -- Geoffrey Hinton](https://www.coursera.org/course/neuralnets) | ||
| - | 2. [Oxford Deep Learning -- Nando de Freitas](http://www.computervisiontalks.com/tag/deep-learning-course/) | ||
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| - | ======库与语言====== | ||
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| - | 1. [H2O](http://www.h2o.ai/verticals/algos/deep-learning/) | ||
| - | 2. [scala](https://twitter.github.io/scala_school/zh_cn/) | ||
| - | 3. [Octave](http://octave-online.net/) | ||