参照Tensorflow官网教程,边学边译。内容如下:
Get Started
Programmer’s Guide
Tutorials
Tutorials
Using GPUs
Image Recognition
How to Retrain Inception’s Final Layer for New Categories
A Guide to TF Layers: Building a Convolutional Neural Network
Convolutional Neural Networks
Vector Representations of Words
Recurrent Neural Networks
Sequence-to-Sequence Models
Large-scale Linear Models with TensorFlow
TensorFlow Linear Model Tutorial
TensorFlow Wide & Deep Learning Tutorial
Improving Linear Models Using Explicit Kernel Methods
Mandelbrot Set
Partial Differential Equations
[Performance]
其他资料
tensorflow/tensorflow: Computation using data flow graphs for scalable machine learning
API Documentation | TensorFlow
tensorflow/flags.py at r1.3 · tensorflow/tensorflow
tensorflow学习笔记(三十八):损失函数加上正则项 - Keith - CSDN博客
TensorFlow 中 name scope 和 variable scope 有什么区别? | Sentiment Mining
06:Tensorflow的可视化工具Tensorboard的初步使用 - 点绛唇-墨色凤舞的博客 - CSDN博客
tensorflow 下的滑动平均模型 —— tf.train.ExponentialMovingAverage - 计算机科学与艺术 - CSDN博客
查看Tensorflow版本 - Shiyu_Huang - 博客园
机器之心GitHub项目:从零开始用TensorFlow搭建卷积神经网络 | 机器之心
维度、广播操作与可视化:如何高效使用TensorFlow | 机器之心
aymericdamien/TensorFlow-Examples: TensorFlow Tutorial and Examples for beginners