本文主要是介绍TensorFlow与TensorLayer,希望对大家解决编程问题提供一定的参考价值,需要的开发者们随着小编来一起学习吧!
TensorFlow
TensorFlow Official Deep Learning Tutorial [中文].
MLP with Dropout TensorFlow [中文] TensorLayer [中文]
Autoencoder TensorLayer [中文]
Convolutional Neural Network TensorFlow [中文] TensorLayer [中文]
Recurrent Neural Network TensorFlow [中文] TensorLayer [中文]
Deep Reinforcement Learning TensorLayer [中文]
Sequence to Sequence TensorFlow TensorLayer [中文]
Word Embedding TensorFlow [中文] TensorLayer [中文]
Deep Learning Reading List
MIT Deep Learning Book
Karpathy Blog
Stanford UFLDL Tutorials
Colah's Blog - Word Embedding [中文]
Colah's Blog - Understand LSTN [门函数]
Selected Repositories
jtoy/awesome-tensorflow
nlintz/TensorFlow-Tutoirals
adatao/tensorspark
ry/tensorflow-resnet
TensorFlow 的github 地址 : https://github.com/tensorflow/tensorflow
TensorFlow文档地址: http://www.jianshu.com/p/65dc64e4c81f
TensorFlow 中文文档:http://www.tensorfly.cn/
TensorFlow白皮书中文版 : http://www.jianshu.com/p/65dc64e4c81f
需要注意的点: 因为ubuntu 上安装的 python3.4, 所以安装的时候记得用pip3TensorFlow 的详细介绍: http://blog.csdn.NET/snsn1984/article/details/51371970
特意给出 TensorFlow 笔记三,因为这给出了很多学习Tensor的资源
TensorFlow 深度学习: http://www.cnblogs.com/hellocwh/p/5497786.html
我认为最清晰的 TensorFlow 例子讲解 : http://blog.sina.com.cn/s/blog_155d29f010102wqj6.html
也是比较好的一个TensorFlow笔记: http://www.jianshu.com/p/c2a870c19623
超喜欢这个讲解:里面讲解的太棒了:http://www.jianshu.com/p/c2a870c19623
tensorFlow 细节好文: http://blog.csdn.Net/sa14023053/article/details/51884377
解读 TensorFlow 的RNN : http://lan2720.github.io/2016/11/10/%E8%A7%A3%E8%AF%BBtensorflow%E7%9A%84rnn/
用tensorflow写出的框架更完美:http://danijar.com/structuring-your-tensorflow-models/
tensorflow的视频教程:http://list.youku.com/albumlist/show?id=27327189&ascending=1&page=1
https://www.youtube.com/playlist?list=PLXO45tsB95cKI5AIlf5TxxFPzb-0zeVZ8
first contact with tensorFlow: http://jorditorres.org/first-contact-with-tensorflow/
中文版:http://www.jianshu.com/p/c62fdd13561e
tensorflow 的讲解(待看):http://blog.csdn.net/lhanchao/article/details/51442181
如何学习 tensorflow 源码: http://bingotree.cn/?p=862&utm_source=tuicool&utm_medium=referral
tensorflow学习笔记:http://blog.csdn.net/u012436149/article/category/6461700/2
tensorflow学习笔记: http://blog.csdn.net/phdat101/article/details/52350611
TensorLayer 的github地址 : https://github.com/zsdonghao/tensorlayer
TensorLayer中文 : https://github.com/shorxp/tensorlayer-chinese
TensorLayer 文档地址: http://tensorlayercn.readthedocs.io/zh/latest/
开源了代码
https://code.google.com/p/cuda-convnet/
https://code.google.com/p/cuda-convnet2/
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