PlainML.Core 0.0.165

.NET 6.0 This package targets .NET 6.0. The package is compatible with this framework or higher.
There is a newer version of this package available.
See the version list below for details. 
dotnet add package PlainML.Core --version 0.0.165                

                    
                

            
NuGet\Install-Package PlainML.Core -Version 0.0.165
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="PlainML.Core" Version="0.0.165" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
paket add PlainML.Core --version 0.0.165                

                    
                

            
#r "nuget: PlainML.Core, 0.0.165"
#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 PlainML.Core as a Cake Addin
#addin nuget:?package=PlainML.Core&version=0.0.165

// Install PlainML.Core as a Cake Tool
#tool nuget:?package=PlainML.Core&version=0.0.165

PlainML

Kurze Beschreibung (TODO)

build

Features

  • Experimenttracking (Runs with parameters, metrics and artifacts)
  • Integration of trainingprocesses
  • Deployment to different targets (dev, production)
  • Manage artifacts (deployment, caching)
  • Visualization

Getting Started

  1. Install VSCode
  2. Install C# extensions for VSCode
  3. Create project
  4. Install nuget package to project: 
    dotnet add package PlainML
  5. Database and artifactstorage configuration with dependency injection: 
    dotnet add package PlainML.Infrastructure
  6. Apply migration when a new major version is avaiable 
    var s = new PlainMLService(dbContextFactory, artifactStorage);
await s.Migrate();
  7. Use code 
    TODO: example code
  8. Use UI

Examples

  • watch src/PlainML.Samples/Program.cs

NuGet Packages

Roadmap

  • Develop unstable version 0.0.*
  • Create initial stable version 1.0.0
  • Create docs
  • Rest-interface
  • Web-interface for visualization and Manage Experiments (run-table, graphs,...)

Contributing

TODO

Product Compatible and additional computed target framework versions.
.NET net6.0 is compatible.  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 is compatible.  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.

  • net6.0

    • No dependencies.

  • net7.0

    • No dependencies.

NuGet packages (2)

Showing the top 2 NuGet packages that depend on PlainML.Core:

Package Downloads
PlainML

This library should simplify the tracking process of Machine-Learning training tasks.
PlainML.Infrastructure

This library should simplify the tracking process of Machine-Learning training tasks.

GitHub repositories

This package is not used by any popular GitHub repositories.

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