ApexCode.Interactive.Formatting
0.0.1-beta.2
Additional Details
Bugs in Metrics
This is a prerelease version of ApexCode.Interactive.Formatting.
There is a newer prerelease version of this package available.
See the version list below for details.
See the version list below for details.
The owner has unlisted this package.
This could mean that the package is deprecated, has security vulnerabilities or shouldn't be used anymore.
dotnet add package ApexCode.Interactive.Formatting --version 0.0.1-beta.2
NuGet\Install-Package ApexCode.Interactive.Formatting -Version 0.0.1-beta.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="ApexCode.Interactive.Formatting" Version="0.0.1-beta.2" />
For projects that support PackageReference, copy this XML node into the project file to reference the package.
paket add ApexCode.Interactive.Formatting --version 0.0.1-beta.2
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
#r "nuget: ApexCode.Interactive.Formatting, 0.0.1-beta.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 ApexCode.Interactive.Formatting as a Cake Addin
#addin nuget:?package=ApexCode.Interactive.Formatting&version=0.0.1-beta.2&prerelease
// Install ApexCode.Interactive.Formatting as a Cake Tool
#tool nuget:?package=ApexCode.Interactive.Formatting&version=0.0.1-beta.2&prerelease
The NuGet Team does not provide support for this client. Please contact its maintainers for support.
ApexCode Interactive Object Formatters
Register needed objects like it follows:
Jupyter Notebook
#r "nuget:ApexCode.Interactive.Formatting,0.0.1-alpha.5"
using ApexCode.Interactive.Formatting;
DataFrame
Formatters.Register<DataFrame>();
display(df);
ConfusionMatrix (variant 1)
Formatters.Register<ConfusioMatrixDisplayView>();
var categories = new string[] { "FlashLight", "Infrared", "Day", "Lighter" };
display(metrics.ConfusioMatrix.AddCategories(categories));
ConfusionMatrix (variant 2)
Formatters.Register<ConfusioMatrix>();
var categories = new string[] { "FlashLight", "Infrared", "Day", "Lighter" };
display(metrics.ConfusioMatrix(categories));.
Product | Versions 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 | netcoreapp3.1 is compatible. |
Compatible target framework(s)
Included target framework(s) (in package)
Learn more about Target Frameworks and .NET Standard.
-
.NETCoreApp 3.1
- MathNet.Numerics (>= 4.11.0)
- Microsoft.Data.Analysis (>= 0.4.0)
- Microsoft.DotNet.Interactive (>= 1.0.0-beta.20154.7)
- Microsoft.ML (>= 1.5.0)
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 |
---|---|---|
0.0.1-beta.5 | 335 | 9/7/2020 |
0.0.1-beta.4 | 239 | 7/17/2020 |
0.0.1-beta.3 | 234 | 7/8/2020 |
Alpha release may contain bugs.
So far, implemented formatters are:
ConfusionMatrix for Multi-classification (I got inspired from the excellent Jupyter Notebooks here: https://xamlbrewer.wordpress.com/2020/02/20/getting-started-with-ml-net-in-jupyter-notebooks where you can find ConfusionMatrix for binary classification)
MulticlassClassificationMetrics
DataFrames (I have got this from this article: https://devblogs.microsoft.com/dotnet/an-introduction-to-dataframe)