人工智能是目下很火的话题:比如人脸识别、语音识别、自动驾驶等等,这些项目都是比较常见的。看看Github上都有哪些开源项目吧。
目录
基于TensorFlow的框架
精选入门教程
无人驾驶
深度强化学习
自然语言处理
文本分类
序列建模
中文分词
基于文本的图像合成
RNN语言建模
神经图灵机
小黄鸡
语音领域
语音合成
语音识别
计算机视觉
风格转换
运用GAN图像生成
图像到图像的翻译
图像超分辨
人脸识别
目标检测
运动识别
图像复原
生成模型
TensorFlow实时debug工具
TensorFlow在树莓派上的应用
TensorFlow基于R的应用
实时Spark与TensorFlow的输入pipeline
caffe与TensorFlow结合
概率建模
大牛github网址收藏
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
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
https://github.com/kevinhughes27/TensorKart
https://github.com/SullyChen/Autopilot-TensorFlow
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
https://github.com/dennybritz/cnn-text-classification-tf
https://github.com/google/seq2seq
https://github.com/koth/kcws
https://github.com/paarthneekhara/text-to-image
https://github.com/sherjilozair/char-rnn-tensorflow
https://github.com/silicon-valley-data-science/RNN-Tutorial
https://github.com/carpedm20/NTM-tensorflow
https://github.com/wong2/xiaohuangji
https://github.com/ibab/tensorflow-wavenet
https://github.com/tomlepaine/fast-wavenet
https://github.com/buriburisuri/speech-to-text-wavenet
https://github.com/pannous/tensorflow-speech-recognition
https://github.com/anishathalye/neural-style
https://github.com/cysmith/neural-style-tf
https://github.com/carpedm20/DCGAN-tensorflow
https://github.com/affinelayer/pix2pix-tensorflow
https://github.com/Tetrachrome/subpixel
https://github.com/davidsandberg/facenet
https://github.com/TensorBox/TensorBox
https://github.com/guillaume-chevalier/LSTM-Human-Activity-Recognition
https://github.com/bamos/dcgan-completion.tensorflow
https://github.com/wiseodd/generative-models
https://github.com/ericjang/tdb
https://github.com/samjabrahams/tensorflow-on-raspberry-pi
https://github.com/rstudio/tensorflow
https://github.com/fluxcapacitor/pipeline
https://github.com/yahoo/TensorFlowOnSpark
https://github.com/ethereon/caffe-tensorflow
https://github.com/blei-lab/edward
关于文本分类:https://github.com/ChengjinLi/machine_learning
关于聊天机器人:https://github.com/MarkWuNLP/MultiTurnResponseSelection