TensorFlow文档索引

TensorFlow官方文档索引(r0.11)，只列出一级标题便于查看。

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基础库

• 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

API contrib库

• Layers (contrib)
• Losses (contrib)
• Metrics (contrib)
• Learn (contrib)
• Framework (contrib)
• Utilities (contrib)