摘要
为了后续的深度学习的入门,平时看到的有关网站和视频,这里备份一下。
5个深度学习框架比较
分享一个关于最受欢迎的5个深度学习框架(SciKit Learn,TensorFlow,Theano,Keras,和Caffe)的比较视频:http://weibo.com/p/23044464933dbb5463a1b0cef9ebcb4207b869 。遍历每一个优点和缺点,以及一些示例代码,最终来做出一个明确的结论。
The code for the TensorFlow vs Theano part of the video is here: 点击打开链接
https://github.com/llSourcell/tensorflow_vs_theano
An article that explains the differences in more detail: 点击打开链接
https://medium.com/@sentimentron/faceoff-theano-vs-tensorflow-e25648c31800#.bg4xmz1au
Learn more about TF Learn here:点击打开链接
https://github.com/tflearn/tflearn
and here:点击打开链接
https://www.tensorflow.org/versions/r0.9/tutorials/tflearn/index.html
Learn more about TensorFlow here:点击打开链接
https://www.oreilly.com/learning/hello-tensorflow
More on Keras here:点击打开链接
http://machinelearningmastery.com/tutorial-first-neural-network-python-keras/
More on SciKit Learn here:点击打开链接
http://scikit-learn.org/stable/tutorial/
More on Caffe here:点击打开链接
http://christopher5106.github.io/deep/learning/2015/09/04/Deep-learning-tutorial-on-Caffe-Technology.html
More on Theano here:点击打开链接
https://github.com/Newmu/Theano-Tutorials