Flowthru.Integrations.MLNet 0.1.10

.NET 10.0 This package targets .NET 10.0. 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There is a newer version of this package available.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 Flowthru.Integrations.MLNet --version 0.1.10
                    


                    

                
NuGet\Install-Package Flowthru.Integrations.MLNet -Version 0.1.10
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="Flowthru.Integrations.MLNet" Version="0.1.10" />
For projects that support PackageReference, copy this XML node into the project file to reference the package. 
<PackageVersion Include="Flowthru.Integrations.MLNet" Version="0.1.10" />
                    


                            Directory.Packages.props
                        

                    

                
<PackageReference Include="Flowthru.Integrations.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 Flowthru.Integrations.MLNet --version 0.1.10
                    


                    

                
#r "nuget: Flowthru.Integrations.MLNet, 0.1.10"
#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 Flowthru.Integrations.MLNet@0.1.10
#: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=Flowthru.Integrations.MLNet&version=0.1.10
                    


                            Install as a Cake Addin
                        

                    

                
#tool nuget:?package=Flowthru.Integrations.MLNet&version=0.1.10
                    


                            Install as a Cake Tool

Flowthru.Integrations.MLNet

ML.NET integration for Flowthru - provides IDataView container adapters for machine learning pipelines.

Purpose

This integration library enables seamless integration between Flowthru's data catalog system and ML.NET's machine learning framework. It provides container adapters that bridge Flowthru's streaming row abstraction with ML.NET's columnar IDataView representation.

Key Components

DataViewContainerAdapter<T>

Container adapter that converts between IAsyncEnumerable<T> rows and ML.NET's IDataView columnar format.

Features:

  • Native ML.NET integration
  • Type-safe row schema
  • Lazy evaluation support
  • Optimized for ML.NET pipelines

Usage:

using Flowthru.Integrations.MLNet.Container;
using Microsoft.ML;

public record FeatureRow(
    float Feature1,
    float Feature2,
    int Label
) : IFlatSchema, ITextSerializable;

var mlContext = new MLContext();
var adapter = new DataViewContainerAdapter<FeatureRow>(mlContext);

// Load data from Flowthru catalog
var dataView = await adapter.FromRows(rowStream);

// Use with ML.NET pipelines
var pipeline = mlContext.Transforms
    .NormalizeMinMax("Feature1")
    .Append(mlContext.Transforms.NormalizeMinMax("Feature2"));

var model = pipeline.Fit(dataView);

Dependencies

  • Flowthru - Core data catalog and storage abstractions
  • Microsoft.ML - ML.NET framework
  • LanguageExt.Core - Functional programming primitives

Integration with ML.Next

This adapter bridges Flowthru catalogs with ML.Next's type-safe wrappers, enabling end-to-end compile-time safety for ML pipelines.

Architecture

This is an optional integration - the core Flowthru library does not depend on ML.NET. Users who need ML.NET support can add this package as a separate dependency.

Flowthru (core)
    ↑
    │ depends on
    │
Flowthru.Integrations.MLNet (optional)
    ↑
    │ depends on
    │
Microsoft.ML

Version

0.1.0 (Pre-alpha)

Product Compatible and additional computed target framework versions.
.NET 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

This package is not used by any popular GitHub repositories.

Version Downloads Last Updated
0.1.12 92 2/26/2026
0.1.11 100 2/21/2026
0.1.10 100 2/20/2026
0.1.7 93 2/20/2026
0.1.6 114 1/9/2026
0.1.5 102 1/9/2026
0.1.4 100 12/28/2025
0.1.0 93 12/28/2025