记录自己学习TensorFlow的参考资料、笔记和代码
注:♥表示推荐指数,越多越好
正在学List
awesome-tensorflow:TensorFlow - A curated list of dedicated resources
国外
- (♥♥♥♥♥)TensorFlow官网
- (♥♥♥♥♥)GitHub:TensorFlow
- (♥♥♥♥)Medium:TensorFlow:官方维护,分享最佳干货文章
- (♥♥♥♥)Twitter:TensorFlow:官方维护,分享最快动态
- (♥♥♥♥)Youtube:TensorFlow:官方维护,分享最新视频
- TensorFlow Js官网
国内
- (♥♥♥♥♥)TensorFlow官网(中国域名) 便于不能科学上网的人
- (♥♥♥)TensorFlow中文社区:官方和才云科技(TensorFlow 中国社区合作伙伴)联合发起
- TensorFlow 中文文档(掘金翻译计划)最新
- TensorFlow 中文文档(极客学院翻译)
- (♥♥♥♥♥)tf2_course:第一个TensorFlow2.x系列教程(作者是巨佬)
- (♥♥♥♥♥)TensorFlow-Examples:TensorFlow Tutorial and Examples for Beginners with Latest APIs
- (♥♥♥♥♥)TensorFlow-Course:Simple and ready-to-use tutorials for TensorFlow
- (♥♥♥♥)TensoFlow2中文教程:TensorFlow2中文教程(代码实战为主)
- (♥♥♥♥)EffectiveTensorflow:TensorFlow tutorials and best practices
- (♥♥♥♥)TensorFlow-Cookbook:Simple Tensorflow Cookbook for easy-to-use
- (♥♥♥)TensorFlow-Tutorials:TensorFlow Tutorials with YouTube Videos
- (♥♥♥)TensorFlow-Tutorials-Chinese:TensorFlow 中文教程 (Chinese Tutorials)
- (♥♥)DeepLearningZeroToAll:香港科技大学TensorFlow教程及GitHub代码
国外
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(♥♥♥♥♥)(在学ing)Deep Learning basics with Python, TensorFlow and Keras 网址
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(♥♥♥♥♥)(在学ing)TensorFlow-Tutorials:TensorFlow Tutorials with YouTube Videos
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**(♥♥♥♥)**Stanford CS 20SI: Tensorflow for Deep Learning Research (斯坦福TensorFlow教程)
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(♥♥♥)(在学ing)Google 机器学习速成课程:该课程虽然为Machine Learning,但代码全使用TensorFlow,有实战意义
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Udacity :优达学城TensorFlow教程
国内
国外
- (♥♥♥♥♥)(在学ing)Hands-on Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition
- (♥♥♥♥)Hands-On Machine Learning with Scikit-Learn and TensorFlow 中文翻译
- (♥♥♥)TensorFlow Machine Learning Cookbook
- TensorFlow 1.x Deep Learning Cookbook
- TensorFlow-Book:Accompanying source code for 《Machine Learning with TensorFlow》
国内
- 国内的书都不是很推荐,还是看英文吧
- (♥♥♥♥♥)TensorFlow/models:Models and examples built with TensorFlow
- tensorboard
- TensorLayer
- DCGAN-tensorflow
- facenet
- FastMaskRCNN
- SSD-TensorFlow
- CapsNet-Tensorflow
- tensorflow-generative-model-collections
- tensorflow_poems