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start [2016/03/26 09:31] vanabel |
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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: | 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. 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) | + | ====== 网络资料入门 ====== |
| - | 2. 学习[Andrew Ng写的DL原理](http://ufldl.stanford.edu/tutorial/) | + | - [[start:深度学习教程---从感知到深度网络]], 翻译至[[http://www.toptal.com/machine-learning/an-introduction-to-deep-learning-from-perceptrons-to-deep-networks|A Deep Learning Tutorial: From Perceptrons to Algorithms]] |
| - | 4. [权威教材](http://www.deeplearningbook.org/) | + | - [[start:Andrew Ng写的DL原理]], 总结至[[http://ufldl.stanford.edu/tutorial/|Deep Learning Tutorial]] |
| + | - [[start:权威教材]], 网络共享本[[http://www.deeplearningbook.org/|Deep Learning]] | ||
| + | |||
| + | ====== 一些论文 ====== | ||
| - | ####一些论文 | ||
| 1. 导论[The Learning Machines](http://www.nature.com/news/computer-science-the-learning-machines-1.14481) | 1. 导论[The Learning Machines](http://www.nature.com/news/computer-science-the-learning-machines-1.14481) | ||
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| 4. 最近进展[Deep Learning in Neural Networks](http:////arxiv.org/pdf/1404.7828.pdf) | 4. 最近进展[Deep Learning in Neural Networks](http:////arxiv.org/pdf/1404.7828.pdf) | ||
| - | ####网络课程 | + | ======网络课程====== |
| 1. 神经网络[Neural Networks for Machine Learning -- Geoffrey Hinton](https://www.coursera.org/course/neuralnets) | 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/) | 2. [Oxford Deep Learning -- Nando de Freitas](http://www.computervisiontalks.com/tag/deep-learning-course/) | ||
| - | ####库与语言 | + | ======库与语言====== |
| 1. [H2O](http://www.h2o.ai/verticals/algos/deep-learning/) | 1. [H2O](http://www.h2o.ai/verticals/algos/deep-learning/) | ||
| 2. [scala](https://twitter.github.io/scala_school/zh_cn/) | 2. [scala](https://twitter.github.io/scala_school/zh_cn/) | ||
| 3. [Octave](http://octave-online.net/) | 3. [Octave](http://octave-online.net/) | ||