- https://www.tensorflow.org/get_started/
- https://www.tensorflow.org/api_docs/python/
- https://www.tensorflow.org/versions/r1.1/api_docs/python/tf/saved_model
- http://tflearn.org/
- https://github.com/fchollet/keras
- http://keras-cn.readthedocs.io/en/latest/
- https://github.com/wagamamaz/tensorflow-tutorial
- http://tensorlayercn.readthedocs.io/zh/latest/user/tutorial.html#id31
- http://cv-tricks.com/tensorflow-tutorial/
- https://github.com/ahangchen/GDLnotes/blob/master/note/lesson-2/deep_network_practice.md
- http://wiki.jikexueyuan.com/project/neural-networks-and-deep-learning-zh-cn/chapter5.html
- https://github.com/ahangchen/GDLnotes/tree/master/note/tensorflow
- https://github.com/ahangchen/GoogleML
- http://wiki.jikexueyuan.com/project/tensorflow-zh/
- http://jorditorres.org/research-teaching/tensorflow/first-contact-with-tensorflow-book/first-contact-with-tensorflow/
- http://download.tensorflow.org/paper/whitepaper2015.pdf
- http://www.jianshu.com/p/65dc64e4c81f
- https://zhuanlan.zhihu.com/p/21541240
- http://nooverfit.com/wp/%E6%B7%B1%E5%85%A5%E7%90%86%E8%A7%A3tensorflow%E6%A1%86%E6%9E%B6%EF%BC%8C%E7%BC%96%E7%A8%8B%E5%8E%9F%E7%90%86-%E7%AC%AC%E4%B8%80%E8%AE%B2/
- http://neuralnetworksanddeeplearning.com/
- http://ufldl.stanford.edu/tutorial/
- http://learningtensorflow.com/
- http://acko.net/
- http://colah.github.io/
- https://ireneli.eu/
- http://hp.stuhome.net/index.php/2016/09/20/tensorflow_batch_minibatch/
- http://neuralnetworksanddeeplearning.com/chap4.html
- https://distill.pub/2016/misread-tsne/
- http://setosa.io/ev/principal-component-analysis/
- http://www.image-net.org/
- http://karpathy.github.io/2014/09/02/what-i-learned-from-competing-against-a-convnet-on-imagenet/
- http://lvdmaaten.github.io/tsne/
- http://karpathy.github.io/2015/05/21/rnn-effectiveness/
- https://www.zhihu.com/question/41631631
- https://blog.csdn.net/tiankongtiankong01/article/details/80528379
- CS231n: https://www.youtube.com/watch?v=vT1JzLTH4G4&list=PLC1qU-LWwrF64f4QKQT-Vg5Wr4qEE1Zxk
- CS231n: http://cs231n.github.io/
- CS231n: https://www.youtube.com/watch?v=g-PvXUjD6qg&list=PLlJy-eBtNFt6EuMxFYRiNRS07MCWN5UIA
- https://classroom.udacity.com/courses/ud730/lessons/6370362152/concepts/64063018600923
- https://www.youtube.com/watch?v=cKxRvEZd3Mw&list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal&index=7
- https://morvanzhou.github.io/tutorials/
- http://rll.berkeley.edu/deeprlcourse/#lecture-videos
- https://cognitiveclass.ai/courses/deep-learning-tensorflow/
- https://events.withgoogle.com/tensorflow-dev-summit/
- http://playground.tensorflow.org/#activation=tanh®ularization=L1&batchSize=10&dataset=circle®Dataset=reg-plane&learningRate=0.03®ularizationRate=0&noise=5&networkShape=4,2,2&seed=0.30889&showTestData=false&discretize=true&percTrainData=50&x=true&y=true&xTimesY=false&xSquared=false&ySquared=false&cosX=false&sinX=false&cosY=false&sinY=false&collectStats=false&problem=classification&initZero=false&hideText=false
- http://cs.stanford.edu/people/karpathy/convnetjs/demo/mnist.html
- http://carlvondrick.com/tinyvideo/
For example, seq2seq models implementation in tensorflow.