Aleator.MLNet 0.3.0-preview.1

This is a prerelease version of Aleator.MLNet.

dotnet add package Aleator.MLNet --version 0.3.0-preview.1

NuGet\Install-Package Aleator.MLNet -Version 0.3.0-preview.1

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="Aleator.MLNet" Version="0.3.0-preview.1" />

For projects that support PackageReference, copy this XML node into the project file to reference the package.

<PackageVersion Include="Aleator.MLNet" Version="0.3.0-preview.1" />
                    

                            Directory.Packages.props

<PackageReference Include="Aleator.MLNet" />
                    

                            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 Aleator.MLNet --version 0.3.0-preview.1

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

#r "nuget: Aleator.MLNet, 0.3.0-preview.1"

#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 Aleator.MLNet@0.3.0-preview.1

#: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=Aleator.MLNet&version=0.3.0-preview.1&prerelease
                    

                            Install as a Cake Addin

#tool nuget:?package=Aleator.MLNet&version=0.3.0-preview.1&prerelease
                    

                            Install as a Cake Tool

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

Aleator.MLNet

Optional ML.NET adapter for Aleator, the .NET 10 / C# port of the Figaro probabilistic programming library. Serves Bayesian posterior inference through the ML.NET-era surface so it slots into existing ML pipelines:

AleatorPredictionEngine<TInput, TOutput> — Predict(input) like ML.NET's PredictionEngine, but thread-safe: every call runs the model in a fresh seeded Universe.
MLContext.ScoreWithAleator(dataView, engine) — batch scoring of an IDataView.
services.AddAleator().AddPredictionEngine(...) — DI chain registration (also exposes the IInferenceEngine<TIn,TOut> alias).

services.AddAleator(o => o.MasterSeed = 2026)
    .AddPredictionEngine<AlarmCall, BurglaryPosterior>(InferBurglary);

var engine = provider.GetRequiredService<AleatorPredictionEngine<AlarmCall, BurglaryPosterior>>();
var posterior = engine.Predict(new AlarmCall { JohnCalled = true }); // P(burglary) ≈ 0.373378

Carries the heavy Microsoft.ML dependency — reference it only when you need the ML.NET surface.

Quickstart: docs/quickstart-aspnetcore.md.

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.

Product

.NET