IRI.Maptor.Sta.MachineLearning 2.11.0-alpha

.NET Standard 2.1 This package targets .NET Standard 2.1. The package is compatible with this framework or higher.
This is a prerelease version of IRI.Maptor.Sta.MachineLearning.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package IRI.Maptor.Sta.MachineLearning --version 2.11.0-alpha
                    


                    

                
NuGet\Install-Package IRI.Maptor.Sta.MachineLearning -Version 2.11.0-alpha
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="IRI.Maptor.Sta.MachineLearning" Version="2.11.0-alpha" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="IRI.Maptor.Sta.MachineLearning" Version="2.11.0-alpha" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="IRI.Maptor.Sta.MachineLearning" />
                    


                            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 IRI.Maptor.Sta.MachineLearning --version 2.11.0-alpha
                    


                    

                
#r "nuget: IRI.Maptor.Sta.MachineLearning, 2.11.0-alpha"
#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. 
#:package IRI.Maptor.Sta.MachineLearning@2.11.0-alpha
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package. 
#addin nuget:?package=IRI.Maptor.Sta.MachineLearning&version=2.11.0-alpha&prerelease
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=IRI.Maptor.Sta.MachineLearning&version=2.11.0-alpha&prerelease
                    


                            Install as a Cake Tool

IRI.Maptor.Sta.MachineLearning

NuGet .NET Standard

A .NET Standard 2.1 library of machine learning algorithms and statistical tools designed for spatial and geospatial data analysis.

Algorithms

Clustering

  • DBSCAN (DbScan) — density-based spatial clustering; well suited for geographic point data with noise/outliers

Association Rule Mining

  • Apriori (AprioriAlgorithm, Itemset) — frequent itemset mining and association rule generation

Classification / Regression

  • Logistic Regression (LogisticRegression, LogisticRegressionHelper, LogisticRegressionOptions) — binary classification with configurable training options

Statistics

  • General statistics (GeneralStatistics) — descriptive statistics helpers used across spatial analysis

Installation

dotnet add package IRI.Maptor.Sta.MachineLearning

Project Structure

Sta.MachineLearning/
├── Clustering/
│   └── DbScan.cs
├── Apriori/
│   ├── AprioriAlgorithm.cs
│   └── Itemset.cs
├── LogisticRegression/
│   ├── LogisticRegression.cs
│   ├── LogisticRegressionHelper.cs
│   ├── LogisticRegressionOptions.cs
│   └── UseCases/
├── GeneralStatistics.cs
├── Common/
└── Extensions/

📦 NuGet: IRI.Maptor.Sta.MachineLearning

🐞 Issues: GitHub Issues

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 was computed.  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 netcoreapp3.0 was computed.  netcoreapp3.1 was computed. 
.NET Standard netstandard2.1 is compatible. 
MonoAndroid monoandroid was computed. 
MonoMac monomac was computed. 
MonoTouch monotouch was computed. 
Tizen 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.

NuGet packages (1)

Showing the top 1 NuGet packages that depend on IRI.Maptor.Sta.MachineLearning:

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IRI.Maptor.Jab.Common

Package Description

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Version Downloads Last Updated
2.11.0 33 7/4/2026
2.11.0-alpha 27 7/4/2026
2.10.0-alpha 116 5/7/2026
2.9.1 125 4/16/2026
2.9.1-alpha 110 4/19/2026
2.9.0 129 2/3/2026
2.9.0-alpha 117 2/3/2026
2.8.13 148 12/26/2025
2.8.13-alpha 146 12/26/2025
2.8.12 465 12/11/2025
2.8.12-alpha 257 12/11/2025
2.8.11 456 11/19/2025
2.8.11-alpha 427 11/19/2025
2.8.10 199 11/8/2025
2.8.10-alpha 197 11/8/2025
2.8.9 240 10/31/2025
2.8.9-alpha 190 10/31/2025
2.8.8 141 10/18/2025
2.8.8-alpha 222 10/19/2025
2.8.7-alpha 206 10/4/2025
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