TensorFlow官方文檔索引(r0.11)，只列出一級標題便於查看。
How-Tos
- Variables: Creation, Initializing, Saving, and Restoring
- TensorFlow Mechanics 101
- TensorBoard: Visualizing Learning
- TensorBoard: Graph Visualization
- Reading Data
- Distributed TensorFlow
- Threading and Queues
- Adding a New Op
- How to write TensorFlow code
- Writing Documentation
- Custom Data Readers
- Using GPUs
- Sharing Variables
- A Tool Developer’s Guide to TensorFlow Model Files
- How to Retrain Inception using Transfer Learning
- How to Export and Import a Model
- How to Quantize Neural Networks with TensorFlow
- How to run TensorFlow on Hadoop
- TensorFlow in other languages
API
API基礎庫
- Build Graphs
- Constants, Sequences, and Random Values
- Variables
- Tensor Transformations
- Math
- Control Flow
- Images
- Sparse Tensors
- Inputs and Readers
- Data IO (Python functions)
- Neural Network
- Running Graphs
- Training
- Wraps python functions
- Testing