DbscanSharp 1.0.0

.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. .NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. 
dotnet add package DbscanSharp --version 1.0.0
                    


                    

                
NuGet\Install-Package DbscanSharp -Version 1.0.0
This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package. 
<PackageReference Include="DbscanSharp" Version="1.0.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="DbscanSharp" Version="1.0.0" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="DbscanSharp" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add DbscanSharp --version 1.0.0
                    


                    

                
#r "nuget: DbscanSharp, 1.0.0"
#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package. 
#addin nuget:?package=DbscanSharp&version=1.0.0
                    


                            Install DbscanSharp as a Cake Addin
                        

                    

                
#tool nuget:?package=DbscanSharp&version=1.0.0
                    


                            Install DbscanSharp as a Cake Tool

DbscanSharp

🌐 Fast and lightweight 2D DBSCAN clustering library based on KD‑Tree in pure C#.

🌏 基于 KD‑Tree 实现的高效轻量级二维 DBSCAN 聚类算法库，纯 C# 编写，可快速集成到各类项目中。

✨ Features / 功能特点

  • ✅ 高性能 KD‑Tree 加速邻域查询
  • ✅ 支持任意二维点集合
  • ✅ 并行预处理（利用多核）
  • ✅ 兼容 .NET Standard 2.0 和 .NET 8+
  • ✅ 易于集成、可打包为 NuGet 包

📦 Installation / 安装方式

可直接引用包或者克隆源码手动引用项目。

# NuGet 方式
dotnet add package DbscanSharp

# 手动引用源码
src/DbscanSharp/

🚀 Usage / 使用示例

using DbscanSharp;

var points = new List<Dbscan.Point>
{
    new(0.0f, 0.0f),
    new(0.05f, 0.03f),
    new(1.0f, 1.0f),
    new(5.0f, 5.0f),
};

var dbscan = new Dbscan(points, eps: 0.2f, minPts: 3);
int[] labels = dbscan.Fit();

for (int i = 0; i < points.Count; i++)
{
    Console.WriteLine($"Point {points[i]} → Cluster #{labels[i]}");
}
Product Compatible and additional computed target framework versions.
.NET net5.0 was computed.  net5.0-windows was computed.  net6.0 was computed.  net6.0-android was computed.  net6.0-ios was computed.  net6.0-maccatalyst was computed.  net6.0-macos was computed.  net6.0-tvos was computed.  net6.0-windows was computed.  net7.0 was computed.  net7.0-android was computed.  net7.0-ios was computed.  net7.0-maccatalyst was computed.  net7.0-macos was computed.  net7.0-tvos was computed.  net7.0-windows was computed.  net8.0 is compatible.  net8.0-android was computed.  net8.0-browser was computed.  net8.0-ios was computed.  net8.0-maccatalyst was computed.  net8.0-macos was computed.  net8.0-tvos was computed.  net8.0-windows was computed.  net9.0 was computed.  net9.0-android was computed.  net9.0-browser was computed.  net9.0-ios was computed.  net9.0-maccatalyst was computed.  net9.0-macos was computed.  net9.0-tvos was computed.  net9.0-windows was computed.  net10.0 was computed.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-windows was computed. 
.NET Core netcoreapp2.0 was computed.  netcoreapp2.1 was computed.  netcoreapp2.2 was computed.  netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.0 is compatible.  netstandard2.1 was computed. 
.NET Framework net461 was computed.  net462 was computed.  net463 was computed.  net47 was computed.  net471 was computed.  net472 was computed.  net48 was computed.  net481 was computed. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen tizen40 was computed.  tizen60 was computed. 
Xamarin.iOS xamarinios was computed. 
Xamarin.Mac xamarinmac was computed. 
Xamarin.TVOS xamarintvos was computed. 
Xamarin.WatchOS xamarinwatchos was computed. 
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.

  • .NETStandard 2.0

  • net8.0

NuGet packages

This package is not used by any NuGet packages.

GitHub repositories

This package is not used by any popular GitHub repositories.

Version Downloads Last updated
1.0.0 144 5/6/2025