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DelightRun authored Jan 19, 2019
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Table of Contents
=================
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* [NSG : Navigating Spread-out Graph For Approximate Nearest Neighbor Search](#nsg--navigating-spread-out-graph-for-approximate-nearest-neighbor-search)
* [Introduction](#introduction)
* [Performance](#performance)
* [Datasets](#datasets)
* [Compared Algorithms](#compared-algorithms)
* [Graph-based ANNS algorithms:](#graph-based-anns-algorithms)
* [Other popular ANNS algorithms:](#other-popular-anns-algorithms)
* [Results](#results)
* [Building Instruction](#building-instruction)
* [Prerequisites](#prerequisites)
* [Compile On Ubuntu/Debian](#compile-on-ubuntudebian)
* [(Optional) Docker Usage](#optional-docker-usage)
* [Usage](#usage)
* [Building NSG Index](#building-nsg-index)
* [Step 1. Build kNN Graph](#step-1-build-knn-graph)
* [Step 2. Convert kNN Graph to NSG](#step-2-convert-knn-graph-to-nsg)
* [Searching via NSG Index](#searching-via-nsg-index)
* [Parameters used in Our Paper](#parameters-used-in-our-paper)
* [NSG Building](#nsg-building)
* [Step 1. Build kNN Graph](#step-1-build-knn-graph-1)
* [Step 2. Convert kNN Graph to NSG](#step-2-convert-knn-graph-to-nsg-1)
* [Pre-built kNN Graph and NSG Index](#pre-built-knn-graph-and-nsg-index)
* [Performance on Taobao's E-commerce Data](#performance-on-taobaos-e-commerce-data)
* [Reference](#reference)
* [TODO](#todo)
* [License](#license)
* [Introduction](#introduction)
* [Performance](#performance)
* [Datasets](#datasets)
* [Compared Algorithms](#compared-algorithms)
* [Graph-based ANNS algorithms:](#graph-based-anns-algorithms)
* [Other popular ANNS algorithms:](#other-popular-anns-algorithms)
* [Results](#results)
* [Building Instruction](#building-instruction)
* [Prerequisites](#prerequisites)
* [Compile On Ubuntu/Debian](#compile-on-ubuntudebian)
* [(Optional) Docker Usage](#optional-docker-usage)
* [Usage](#usage)
* [Building NSG Index](#building-nsg-index)
* [Step 1. Build kNN Graph](#step-1-build-knn-graph)
* [Step 2. Convert kNN Graph to NSG](#step-2-convert-knn-graph-to-nsg)
* [Searching via NSG Index](#searching-via-nsg-index)
* [Parameters used in Our Paper](#parameters-used-in-our-paper)
* [NSG Building](#nsg-building)
* [Step 1. Build kNN Graph](#step-1-build-knn-graph-1)
* [Step 2. Convert kNN Graph to NSG](#step-2-convert-knn-graph-to-nsg-1)
* [Pre-built kNN Graph and NSG Index](#pre-built-knn-graph-and-nsg-index)
* [Performance on Taobao's E-commerce Data](#performance-on-taobaos-e-commerce-data)
* [Reference](#reference)
* [TODO](#todo)
* [License](#license)
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## Introduction
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