Tensorflow基础教程

xiaoxiao2021-02-27  346

numpy基础知识Scipy Lecture Notes

官网教程:

英文版 https://www.tensorflow.org/tutorials/

中文版 http://www.tensorfly.cn/tfdoc/tutorials/overview.html

第三方博客:

入门博客 http://blog.csdn.net/jdbc/article/details/52402302

基础概念及函数 

首届TensorFlow开发者大会:值得关注的亮点都在这里(附资源)http://mp.weixin.qq.com/s/A_3f_GeaS6DGs0v7u65y1g

英文优秀博客 

WildML: http://www.wildml.com/  

R2RT: http://r2rt.com/

专题:

梯度下降优化算法  An overview of gradient descent optimization algorithms by Sebastian Ruder

梯度下降优化算法(翻译)http://blog.csdn.net/google19890102/article/details/69942970

LSTM  Understanding LSTM Networks by Chris Olah

LSTM & RNN系列  Recurrent Neural Networks Tutorial (1~4) by WildML

Recurrent Neural Networks in Tensorflow (I, II, III) by R2RT

CNN for NLP  Understanding Convolutional Neural Networks for NLP by WildML

电子书:

http://libgen.io/search.php?req=tensorflow

《Machine Learning with TensorFlow》 http://www.tensorflowbook.com/  github: https://github.com/BinRoot/TensorFlow-Book

《Building Machine Learning Projects with TensorFlow》

《Hands-on Machine Learning with Scikit-Learn and TensorFlow》github: https://github.com/ageron/handson-ml 

简单示例

一文学会用Tensorflow搭建神经网络  附代码

 

TensorFlow的71个使用教程与案例

安装问题

python安装某模块时出现 TypeError: __call__() takes exactly

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