TensorFlow源码

https://github.com/tensorflow/tensorflow

基于TensorFlow的框架

https://github.com/fchollet/keras

https://github.com/tflearn/tflearn

https://github.com/beniz/deepdetect

https://github.com/tensorflow/fold

https://github.com/leriomaggio/deep-learning-keras-tensorflow

精选入门教程

https://github.com/tensorflow/models

https://github.com/aymericdamien/TensorFlow-Examples

https://github.com/donnemartin/data-science-ipython-notebooks

https://github.com/jtoy/awesome-tensorflow

https://github.com/jikexueyuanwiki/tensorflow-zh

https://github.com/nlintz/TensorFlow-Tutorials

https://github.com/pkmital/tensorflow_tutorials

https://github.com/deepmind/learning-to-learn

https://github.com/BinRoot/TensorFlow-Book

https://github.com/jostmey/NakedTensor

https://github.com/alrojo/tensorflow-tutorial

https://github.com/CreatCodeBuild/TensorFlow-and-DeepLearning-Tutorial

https://github.com/sjchoi86/Tensorflow-101

https://github.com/chiphuyen/tf-stanford-tutorials

https://github.com/google/prettytensor

https://github.com/ahangchen/GDLnotes

https://github.com/Hvass-Labs/TensorFlow-Tutorials

https://github.com/NickShahML/tensorflow_with_latest_papers

https://github.com/nfmcclure/tensorflow_cookbook

https://github.com/ppwwyyxx/tensorpack

https://github.com/rasbt/deep-learning-book

https://github.com/pkmital/CADL

https://github.com/tensorflow/skflow

无人驾驶

https://github.com/kevinhughes27/TensorKart

https://github.com/SullyChen/Autopilot-TensorFlow

深度强化学习

https://github.com/dennybritz/reinforcement-learning

https://github.com/zsdonghao/tensorlayer

https://github.com/matthiasplappert/keras-rl

https://github.com/nivwusquorum/tensorflow-deepq

https://github.com/devsisters/DQN-tensorflow

https://github.com/coreylynch/async-rl

https://github.com/carpedm20/deep-rl-tensorflow

https://github.com/yandexdataschool/Practical_RL


自然语言处理

文本分类

https://github.com/dennybritz/cnn-text-classification-tf

序列建模

https://github.com/google/seq2seq

中文分词

https://github.com/koth/kcws

基于文本的图像合成

https://github.com/paarthneekhara/text-to-image

RNN语言建模

https://github.com/sherjilozair/char-rnn-tensorflow

https://github.com/silicon-valley-data-science/RNN-Tutorial

神经图灵机

https://github.com/carpedm20/NTM-tensorflow

语音领域

语音合成

https://github.com/ibab/tensorflow-wavenet

https://github.com/tomlepaine/fast-wavenet

语音识别

https://github.com/buriburisuri/speech-to-text-wavenet

https://github.com/pannous/tensorflow-speech-recognition

计算机视觉

风格转换

https://github.com/anishathalye/neural-style

https://github.com/cysmith/neural-style-tf

运用GAN图像生成

https://github.com/carpedm20/DCGAN-tensorflow

图像到图像的翻译

https://github.com/affinelayer/pix2pix-tensorflow

图像超分辨

https://github.com/Tetrachrome/subpixel

人脸识别

https://github.com/davidsandberg/facenet

目标检测

https://github.com/TensorBox/TensorBox

运动识别

https://github.com/guillaume-chevalier/LSTM-Human-Activity-Recognition

图像复原

https://github.com/bamos/dcgan-completion.tensorflow

生成模型

https://github.com/wiseodd/generative-models

TensorFlow实时debug工具

https://github.com/ericjang/tdb


TensorFlow在树莓派上的应用

https://github.com/samjabrahams/tensorflow-on-raspberry-pi

TensorFlow基于R的应用

https://github.com/rstudio/tensorflow

实时Spark与TensorFlow的输入pipeline

https://github.com/fluxcapacitor/pipeline

https://github.com/yahoo/TensorFlowOnSpark

caffe与TensorFlow结合

https://github.com/ethereon/caffe-tensorflow

概率建模

https://github.com/blei-lab/edward