Additional Resources
Official Resources:
- TensorFlow Python API
- TensorFlow on Github
- TensorFlow Tutorials
- Udacity Deep Learning Class
- TensorFlow Playground
Github Tutorials and Examples:
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
