TensorFlow精選Github開源項目

轉載於：http://www.matools.com/blog/1801988

TensorFlow源碼

https://github.com/tensorflow/tensorflow  基於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  精選入門教程 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  無人駕駛 https://github.com/kevinhughes27/TensorKart https://github.com/SullyChen/Autopilot-TensorFlow  深度強化學習 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 
天然語言處理 文本分類 https://github.com/dennybritz/cnn-text-classification-tf 序列建模 https://github.com/google/seq2seq 中文分詞 https://github.com/koth/kcws 基於文本的圖像合成 https://github.com/paarthneekhara/text-to-image RNN語言建模 https://github.com/sherjilozair/char-rnn-tensorflow https://github.com/silicon-valley-data-science/RNN-Tutorial 神經圖靈機 https://github.com/carpedm20/NTM-tensorflow  語音領域 語音合成 https://github.com/ibab/tensorflow-wavenet https://github.com/tomlepaine/fast-wavenet 語音識別 https://github.com/buriburisuri/speech-to-text-wavenet https://github.com/pannous/tensorflow-speech-recognition  計算機視覺 風格轉換 https://github.com/anishathalye/neural-style https://github.com/cysmith/neural-style-tf 運用GAN圖像生成 https://github.com/carpedm20/DCGAN-tensorflow 圖像到圖像的翻譯 https://github.com/affinelayer/pix2pix-tensorflow 圖像超分辨 https://github.com/Tetrachrome/subpixel 人臉識別 https://github.com/davidsandberg/facenet 目標檢測 https://github.com/TensorBox/TensorBox 運動識別 https://github.com/guillaume-chevalier/LSTM-Human-Activity-Recognition 圖像復原 https://github.com/bamos/dcgan-completion.tensorflow 生成模型 https://github.com/wiseodd/generative-models  TensorFlow實時debug工具 https://github.com/ericjang/tdb 
TensorFlow在樹莓派上的應用 https://github.com/samjabrahams/tensorflow-on-raspberry-pi  TensorFlow基於R的應用 https://github.com/rstudio/tensorflow  實時Spark與TensorFlow的輸入pipeline https://github.com/fluxcapacitor/pipeline https://github.com/yahoo/TensorFlowOnSpark  caffe與TensorFlow結合 https://github.com/ethereon/caffe-tensorflow  機率建模 https://github.com/blei-lab/edward