v1.8
Table of Contents
Overview
Installation
QuickStart
Auto (Hyper-parameter) Tuning
Neural Architecture Search
Model Compression
Feature Engineering
References
Use Cases and Solutions
FAQ
How to Contribute
ChangeLog
Release 1.8 - 8/27/2020
Release 1.7 - 7/8/2020
NNI
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Neural Network Intelligence
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Neural Network Intelligence
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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
Search Space Zoo
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
Use Cases and Solutions
Automatic Model Tuning (HPO/NAS)
Automatic System Tuning (AutoSys)
Model Compression
Feature Engineering
Performance measurement, comparison and analysis
Use NNI on Google Colab
FAQ
How to Contribute
Development Setup
Contribution Guide
ChangeLog
Release 1.8 - 8/27/2020
Release 1.7 - 7/8/2020
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v: v1.8
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