PlainML.Infrastructure 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There is a newer version of this package available.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.Infrastructure --version 0.0.165                

                    
                

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

                    
                

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

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

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
0.1.192 333 1/25/2023
0.1.191 309 1/25/2023
0.1.189 307 1/25/2023
0.1.185 292 1/25/2023
0.0.184 300 1/25/2023
0.0.179 295 1/25/2023
0.0.171 303 1/25/2023
0.0.165 300 1/24/2023
0.0.157 294 1/24/2023
0.0.155 310 1/24/2023
0.0.148 298 1/24/2023
0.0.141 310 1/24/2023
0.0.138 299 1/24/2023
0.0.137 307 1/23/2023
0.0.135 312 1/23/2023
0.0.133 322 1/23/2023
0.0.118 299 1/22/2023
0.0.117 313 1/21/2023
0.0.116 305 1/21/2023
0.0.115 297 1/21/2023
0.0.112 312 1/21/2023
0.0.111 318 1/21/2023
0.0.97 309 1/18/2023
0.0.91 300 1/18/2023
0.0.90 310 1/18/2023
0.0.88 311 1/18/2023
0.0.86 302 1/18/2023
0.0.85 303 1/18/2023
0.0.84 324 1/18/2023