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