AiDotNet.Evolution.Deployment 0.1.0

.NET 8.0 This package targets .NET 8.0. The package is compatible with this framework or higher. 
dotnet add package AiDotNet.Evolution.Deployment --version 0.1.0
                    


                    

                
NuGet\Install-Package AiDotNet.Evolution.Deployment -Version 0.1.0
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="AiDotNet.Evolution.Deployment" Version="0.1.0" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="AiDotNet.Evolution.Deployment" Version="0.1.0" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="AiDotNet.Evolution.Deployment" />
                    


                            Project file
For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package. 
paket add AiDotNet.Evolution.Deployment --version 0.1.0
                    


                    

                
#r "nuget: AiDotNet.Evolution.Deployment, 0.1.0"
#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. 
#:package AiDotNet.Evolution.Deployment@0.1.0
#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package. 
#addin nuget:?package=AiDotNet.Evolution.Deployment&version=0.1.0
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=AiDotNet.Evolution.Deployment&version=0.1.0
                    


                            Install as a Cake Tool

AiDotNet.Evolution.Deployment

Optional program/trained-model deployment with exact applicability, independent paired validation, quarantine/rollback and explicitly drained bounded retuning. Deployment and MAP-Elites orchestration are implemented here; the aliased AiDotNet dependency supplies generic model primitives only.

Create a registry, six-hash EvolutionDeploymentEnvelope, an explicit policy, a known-valid fallback and an independent evaluator. Stage artifacts without activating them, promote through EvolutionDeploymentLifecycle, and select only at controlled batch boundaries. Keep hidden validation outside private searches.

EvolutionDeploymentRetuners.Program takes ProgramDeploymentSearchOptions. EvolutionDeploymentRetuners.AutoML takes relocated AiDotNet.Evolution.AutoML options; trained weights, not just hyperparameters, are retained and reloaded. This is not an execution/deserialization sandbox or an automatic background tuner. Source license is BSL, retained in AIDOTNET-LICENSE.txt.

During the AiDotNet split, explicitly alias the model package to prevent old embedded Evolution names from entering the consumer's global namespace:

<PackageReference Include="AiDotNet.Evolution.Deployment" Version="0.1.0-preview.1" />
<PackageReference Include="AiDotNet" Version="0.231.0" Aliases="AiDotNetConsumer" />

Use extern alias AiDotNetConsumer; for model primitives. The executable fixture under eng/fixtures/DeploymentConsumer demonstrates package-only consumption.

Product Compatible and additional computed target framework versions.
.NET net8.0 is compatible.  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.  net9.0 was computed.  net9.0-android was computed.  net9.0-browser was computed.  net9.0-ios was computed.  net9.0-maccatalyst was computed.  net9.0-macos was computed.  net9.0-tvos was computed.  net9.0-windows was computed.  net10.0 is compatible.  net10.0-android was computed.  net10.0-browser was computed.  net10.0-ios was computed.  net10.0-maccatalyst was computed.  net10.0-macos was computed.  net10.0-tvos was computed.  net10.0-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

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Version Downloads Last Updated
0.1.0 42 9/19/2026