Neural Network Intelligence

Table of Contents

• Overview
• Installation
  • Linux & Mac
  • Windows
  • Use Docker
• QuickStart
• Auto (Hyper-parameter) Tuning
  • Write Trial
  • Tuners
  • Assessors
  • Training Platform
  • Examples
  • WebUI
  • How to Debug
  • Advanced
• Neural Architecture Search
  • Overview
  • Write A Search Space
  • Classic NAS
  • One-shot NAS
  • Customize a NAS Algorithm
  • NAS Visualization
  • NAS Benchmarks
  • API Reference
• Model Compression
  • Overview
  • Quick Start
  • Pruners
  • Quantizers
  • Automatic Model Compression
  • Model Speedup
  • Compression Utilities
  • Compression Framework
  • Customize Compression Algorithms
• Feature Engineering
  • Overview
  • GradientFeatureSelector
  • GBDTSelector
• References
  • nnictl Commands
  • Experiment Configuration
  • Search Space
  • NNI Annotation
  • SDK API References
  • Supported Framework Library
• Community Sharings
  • NNI in Recommenders
  • Automatically tuning SPTAG with NNI
  • Neural Architecture Search Comparison
  • Hyper-parameter Tuning Algorithm Comparsion
  • Parallelizing Optimization for TPE
  • Automatically tune systems with NNI
  • NNI review article from Zhihu: - By Garvin Li
• FAQ
• How to Contribution
  • Development Setup
  • Contribution Guide
• ChangeLog
• Release 1.7 - 7/8/2020