Accord.Statistics 3.8.0

.NET Standard 1.4 .NET Framework 3.5
There is a newer prerelease version of this package available.
See the version list below for details.
NuGet\Install-Package Accord.Statistics -Version 3.8.0
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.
dotnet add package Accord.Statistics --version 3.8.0
<PackageReference Include="Accord.Statistics" Version="3.8.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add Accord.Statistics --version 3.8.0
#r "nuget: Accord.Statistics, 3.8.0"
#r directive can be used in F# Interactive, C# scripting and .NET Interactive. Copy this into the interactive tool or source code of the script to reference the package.
// Install Accord.Statistics as a Cake Addin
#addin nuget:?package=Accord.Statistics&version=3.8.0

// Install Accord.Statistics as a Cake Tool
#tool nuget:?package=Accord.Statistics&version=3.8.0

Contains probability distributions, statistical models and methods such as Linear and Logistic regression, Hidden Markov Models, (Hidden) Conditional Random Fields, Principal Component Analysis, Partial Least Squares, Discriminant Analysis, Kernel methods and functions and many other related techniques. Provides methods for computing variances, standard deviations, averages, and many other statistical measures. This package is part of the Accord.NET Framework.

Product Versions
.NET net5.0 net5.0-windows net6.0 net6.0-android net6.0-ios net6.0-maccatalyst net6.0-macos net6.0-tvos net6.0-windows
.NET Core netcoreapp1.0 netcoreapp1.1 netcoreapp2.0 netcoreapp2.1 netcoreapp2.2 netcoreapp3.0 netcoreapp3.1
.NET Standard netstandard1.4 netstandard1.5 netstandard1.6 netstandard2.0 netstandard2.1
.NET Framework net35 net40 net403 net45 net451 net452 net46 net461 net462 net463 net47 net471 net472 net48
MonoAndroid monoandroid
MonoMac monomac
MonoTouch monotouch
Tizen tizen30 tizen40 tizen60
Universal Windows Platform uap uap10.0
Xamarin.iOS xamarinios
Xamarin.Mac xamarinmac
Xamarin.TVOS xamarintvos
Xamarin.WatchOS xamarinwatchos
Compatible target framework(s)
Additional computed target framework(s)
Learn more about Target Frameworks and .NET Standard.

NuGet packages (42)

Showing the top 5 NuGet packages that depend on Accord.Statistics:

Package Downloads

Contains Support Vector Machines, Decision Trees, Naive Bayesian models, K-means, Gaussian Mixture models and general algorithms such as Ransac, Cross-validation and Grid-Search for machine-learning applications. This package is part of the Accord.NET Framework.


Contains interest point detectors (SURF and FAST), image matching and image stitching methods. This package is part of the Accord.NET Framework.


Contains Fuzzy logic tools, such as fuzzy sets, linguistic variables and inference systems. This package originated from the AForge.NET Framework and is part of the Accord.NET Framework.

QuantConnect.Algorithm.Framework The ID prefix of this package has been reserved for one of the owners of this package by

QuantConnect LEAN Engine: Algorithm.Framework Project - The core QCAlgorithm framework implementation


Real-time face detection and tracking, as well as general methods for detecting, tracking and transforming objects in image streams. Contains Haar cascade definitions, Camshift and Dynamic Template Matching trackers. This package is part of the Accord.NET Framework.

GitHub repositories (10)

Showing the top 5 popular GitHub repositories that depend on Accord.Statistics:

Repository Stars
Lean Algorithmic Trading Engine by QuantConnect (Python, C#)
Machine learning, computer vision, statistics and general scientific computing for .NET
DSLR camera remote control open source software
Advanced image processing and computer vision algorithms made as fluent extensions and built for portability
Scans Genshin Impact characters, artifacts, and weapons from the game window into a JSON file.
Version Downloads Last updated
3.8.2-alpha 163,830 11/7/2017
3.8.1-alpha 3,119 10/26/2017
3.8.0 1,436,662 10/19/2017
3.7.3-alpha 1,934 10/17/2017
3.7.2-alpha 8,442 9/22/2017
3.7.1-alpha 1,797 9/11/2017
3.7.0 32,647 8/20/2017
3.6.4-alpha 1,757 8/12/2017
3.6.3-alpha 1,971 7/16/2017
3.6.2-alpha 1,775 7/14/2017
3.6.1-alpha 1,769 7/9/2017
3.6.0 270,055 7/7/2017
3.5.4-alpha 4,899 6/18/2017
3.5.3-alpha 1,750 6/17/2017
3.5.2-alpha 1,955 6/11/2017
3.5.1-alpha 1,881 6/10/2017
3.5.0 38,988 5/21/2017
3.4.2-alpha 4,094 2/21/2017
3.4.1-alpha 2,421 1/16/2017
3.4.0 33,225 1/11/2017
3.3.2-alpha 2,841 1/6/2017
3.3.1-alpha 2,593 10/7/2016
3.3.0 34,890 9/16/2016
3.2.3-alpha 5,360 9/10/2016
3.2.2-alpha 1,845 9/4/2016
3.2.1-alpha 1,805 9/3/2016
3.2.0 13,672 8/20/2016
3.1.0-alpha 2,301 6/6/2016
3.0.2 128,980 8/16/2015
3.0.1-alpha 2,689 5/25/2015
3.0.0-alpha 1,945 5/24/2015
2.15.0 18,352 5/1/2015
2.14.6-alpha 1,967 4/27/2015
2.14.5-alpha 2,185 4/9/2015
2.14.4-alpha 1,838 3/15/2015
2.14.3-alpha 2,006 2/24/2015
2.14.2-alpha 1,995 2/8/2015
2.14.1-alpha 1,737 2/7/2015
2.14.0 15,942 12/8/2014
2.13.1 7,994 9/5/2014
2.12.0 16,662 1/5/2014
2.11.0 6,891 11/5/2013
2.10.0 2,567 9/7/2013
2.8.1 10,522 12/20/2012
2.8.0 5,709 11/6/2012
2.7.0 2,604 7/14/2012
2.6.1 1,641 5/5/2012 1,559 4/3/2012