Additional Resources

Official Resources:

• TensorFlow Python API
• TensorFlow on Github
• TensorFlow Tutorials
• Udacity Deep Learning Class
• TensorFlow Playground

Github Tutorials and Examples:

• Tutorials by pkmital
• Tutorials by nlintz
• Examples by americdamien
• TensorFlow Workshop by amygdala

Deep Learning Resources

• 深度学习开山祖师爷Geoffery Hinton：机器学习中的神经网络
• 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
• 图像识别中的卷积神经网络
• Stack Overflow -- TensorFlow

Additional Resources

• A Curated List of Dedicated TensorFlow Resources

Arxiv Papers

• 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

探寻有趣之事！