从TensorFlow开始 (Getting Started)
TensorFlow方式 (TensorFlow Way)
线性回归 (Linear Regression)
支持向量机(Support Vector Machines)
最近邻法 (Nearest Neighbor Methods)
神经元网络 (Neural Networks)
自然语言处理(NLP)
卷积神经网络(CNN)
递归神经网络(RNN)
TensorFlow的应用技巧
TensorFlow的更多功能
TensorFlow Python API TensorFlow on Github TensorFlow Tutorials Udacity Deep Learning Class TensorFlow Playground
TensorFlow Python API
TensorFlow on Github
TensorFlow Tutorials
Udacity Deep Learning Class
TensorFlow Playground
Tutorials by pkmital Tutorials by nlintz Examples by americdamien TensorFlow Workshop by amygdala
Tutorials by pkmital
Tutorials by nlintz
Examples by americdamien
TensorFlow Workshop by amygdala
Efficient Back Prop by Yann LeCun, et. al. Online Deep Learning Book, MIT Press An Overview of Gradient Descent Algorithms by Sebastian Ruder Stochastic Optimization by John Duchi, et. al. ADADELTA Method by Matthew Zeiler A Friendly Introduction to Cross-Entropy Loss by Rob DiPietro
Efficient Back Prop by Yann LeCun, et. al.
Online Deep Learning Book, MIT Press
An Overview of Gradient Descent Algorithms by Sebastian Ruder
Stochastic Optimization by John Duchi, et. al.
ADADELTA Method by Matthew Zeiler
A Friendly Introduction to Cross-Entropy Loss by Rob DiPietro
A Curated List of Dedicated TensorFlow Resources
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems TensorFlow: A system for large-scale machine learning Distributed TensorFlow with MPI Comparative Study of Deep Learning Software Frameworks Wide & Deep Learning for Recommender Systems
TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
TensorFlow: A system for large-scale machine learning
Distributed TensorFlow with MPI
Comparative Study of Deep Learning Software Frameworks
Wide & Deep Learning for Recommender Systems