GDLnotes
Google Deep Learning Notes(TensorFlow教程)
Install / Use
/learn @ahangchen/GDLnotesREADME
Google Deep Learning Notes
一点小建议:框架是工具,工具固然重要,要在机器学习与人工智能领域取得成就,必须打好基础,多看论文,多做实验,缺一不可。
教程已重构兼容TensorFlow 1.2
框架: TensorFlow (安装踩坑日志)
谷歌家的深度学习框架,有Python,C++的API
工具:Pycharm
笔记列表
-
Lesson 1 Machine Learning to Deep Learning
-
Lesson 2 Deep Neural Network
-
Lesson 3 Convolutional Networks
-
Lessson 4 Deep Models for Text and Sequence
- Challenge
- Model
- Sequence
- 循环神经网络实践
附录:
- NumPy笔记(待完善)
- matplotlib笔记(待完善)
- sklearn笔记(待完善)
- TensorFlow笔记
整理了周志华老师西瓜书中的概念,基础是非常重要的一环,感兴趣的同学可以看看。
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