DeltaSight.Statistics
2.2.0
There is a newer prerelease version of this package available.
See the version list below for details.
See the version list below for details.
dotnet add package DeltaSight.Statistics --version 2.2.0
NuGet\Install-Package DeltaSight.Statistics -Version 2.2.0
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="DeltaSight.Statistics" Version="2.2.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add DeltaSight.Statistics --version 2.2.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: DeltaSight.Statistics, 2.2.0"
#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.
// Install DeltaSight.Statistics as a Cake Addin #addin nuget:?package=DeltaSight.Statistics&version=2.2.0 // Install DeltaSight.Statistics as a Cake Tool #tool nuget:?package=DeltaSight.Statistics&version=2.2.0
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
DeltaSight.Statistics
Provides efficient tracking of statistical descriptors of a changing or running value sample. Manipulation of the descriptors efficient because it is done in one pass as much as possible.
Features
- SimpleStatisticsTracker: A fast one pass tracker with Add and Remove API for
- Mean
- Variance
- PopulationVariance
- StDeviation
- PopulationStDeviation
- Sum
- Count
- AdvancedStatisticsTracker: Tracks the following additional descriptors
- Minimum
- Maximum
- GreatestCommonDivisor
- Probabilities (i.e., the probability densities)
- JSON serialization and deserialization
How to use
Please see the example project under /examples.
Benchmarks
| Method | Mean | Error | StdDev |
|------------------------------ |-----------:|----------:|----------:|
| SampleStatistics_Compute | 57.002 ns | 0.3728 ns | 0.3113 ns |
| MathNet_Compute | 76.545 ns | 0.3206 ns | 0.2999 ns |
| Baseline_Compute | 54.018 ns | 0.0681 ns | 0.0604 ns |
| SampleStatistics_AddFiveTimes | 7.800 ns | 0.0438 ns | 0.0410 ns |
| MathNet_AddFiveTimes | 37.874 ns | 0.1875 ns | 0.1566 ns |
| Baseline_AddFiveTimes | 292.260 ns | 1.2068 ns | 1.1288 ns |
| SampleStatistics_Add | 7.828 ns | 0.0314 ns | 0.0293 ns |
| MathNet_Add | 6.741 ns | 0.0576 ns | 0.0450 ns |
| Baseline_Add | 102.016 ns | 0.2428 ns | 0.2152 ns |
BenchmarkDotNet=v0.13.1, OS=macOS Monterey 12.2.1 (21D62) [Darwin 21.3.0]
Apple M1, 1 CPU, 8 logical and 8 physical cores
.NET SDK=6.0.100
[Host] : .NET 6.0.0 (6.0.21.52210), Arm64 RyuJIT
DefaultJob : .NET 6.0.0 (6.0.21.52210), Arm64 RyuJIT
Product | Versions Compatible and additional computed target framework versions. |
---|---|
.NET | net5.0 is compatible. 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. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
net5.0
- DeltaSight.Statistics.Abstractions (>= 1.0.0)
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 |
---|---|---|
3.0.0-beta20220412 | 199 | 4/19/2022 |
3.0.0-beta20220405 | 176 | 4/5/2022 |
3.0.0-beta20220315 | 150 | 3/15/2022 |
3.0.0-beta20220309 | 160 | 3/15/2022 |
3.0.0-beta20220308 | 166 | 3/10/2022 |
2.2.0 | 454 | 3/7/2022 |
2.1.0 | 441 | 3/7/2022 |
2.0.0 | 416 | 3/2/2022 |
1.0.0 | 441 | 2/24/2022 |