MyDotey.QuantileEstimator 1.0.2

.NET Standard 2.0 This package targets .NET Standard 2.0. The package is compatible with this framework or higher. 
dotnet add package MyDotey.QuantileEstimator --version 1.0.2                

                    
                

            
NuGet\Install-Package MyDotey.QuantileEstimator -Version 1.0.2
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="MyDotey.QuantileEstimator" Version="1.0.2" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add MyDotey.QuantileEstimator --version 1.0.2                

                    
                

            
#r "nuget: MyDotey.QuantileEstimator, 1.0.2"
#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. 
// Install MyDotey.QuantileEstimator as a Cake Addin
#addin nuget:?package=MyDotey.QuantileEstimator&version=1.0.2

// Install MyDotey.QuantileEstimator as a Cake Tool
#tool nuget:?package=MyDotey.QuantileEstimator&version=1.0.2

Quantile Estimator

License

Commmon Library collecting multiple quantile algorithms for streaming data, concurrent & easy to use.

Implemented in java/dotnet separately. Code is clean. Easy to read.

Usage

Features

  • Thread Safe

    • add value: lock free

    • batch get quantiles: synchronized

  • Time Window

    • better accuracy by time window rotate

Algorithms

  • Classic Algorithm

    • accurate

    • no data compaction

  • CKMS Algorithm

    • data compaction & space efficient

    • predefined quantile error

    • most used approximate algorithm

  • GK Algorithm

    • data compaction & space efficient

  • KLL Algorithm

    • data compaction & space efficient

    • new algorithm

Papers

Others' Projects

Developers

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. 
.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

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
1.0.2 1,405 4/4/2018

Commmon Library collecting multiple quantile algorithms for streaming data, concurrent and easy to use.