.NET ML Frameworks

Machine learning frameworks and training implementations for .NET/C# ecosystem. Includes ML.NET samples, tutorials, and domain-specific ML applications built with .NET technologies. Does NOT include general ML frameworks for other languages, ONNX inference-only tools, or non-.NET machine learning content.

There are 33 .net ml frameworks tracked. 1 score above 70 (verified tier). The highest-rated is dotnet/machinelearning at 71/100 with 9,331 stars. 1 of the top 10 are actively maintained.

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#	Framework	Score	Tier	Stars	Language
1	dotnet/machinelearning ML.NET is an open source and cross-platform machine learning framework for .NET.	71	Verified	9,331	C#
2	dotnet/machinelearning-samples Samples for ML.NET, an open source and cross-platform machine learning...	51	Established	4,678	PowerShell
3	tghamm/Mistral.SDK An unofficial C#/.NET SDK for accessing the Mistral AI API	41	Emerging	50	C#
4	bartczernicki/MachineLearning-BaseballPrediction-BlazorApp Machine Learning over historical baseball data using latest Microsoft AI &...	41	Emerging	55	HTML
5	PandaHunterX/Animal-Classification A WPF Application that Classify Animals from Images using ML .NET	38	Emerging	3	C#
6	zackrdavis/use-onnx-web Hook for using ONNX Runtime inference in React applications	34	Emerging	1	TypeScript
7	arafattehsin/SentimentAnalyzer Fully offline sentiment analysis for .NET with multiple AI engines. Supports...	34	Emerging	18	C#
8	jonathanpeppers/inclusive-code-reviews-ml Machine learning for code reviews!	33	Emerging	18	C#
9	bartczernicki/MLDotNet-BaseballClassification Machine Learning training job using historical baseball data & ML.NET to...	32	Emerging	15	C#
10	IntegerMan/MattEland.AI.MLNet.TextClassificationTurtles Text Classification in C# with ML.NET 2.0	30	Emerging	13	C#
11	LostBeard/SpawnDev.BlazorJS.TransformersJS.DepthAnythingV2 Add depth estimation to your Blazor WebAssembly project with Transformers.js...	29	Experimental	2	JavaScript
12	lqdev/mlnetacidemo Deploying .NET Machine Learning Models with ML.NET, ASP.NET Core, Docker and...	29	Experimental	9	C#
13	ColorfulSoft/System.AI Machine Learning and Data Analysis stack for .NET ecosystem	28	Experimental	11	C#
14	JimFFM/ml-hackathon-2021 Virtual ML.NET 2021 Hackathon Submission	28	Experimental	8	C#
15	lqdev/MLNETMLFlowSample Sample ML.NET MLFlow App	26	Experimental	5	C#
16	LostBeard/SpawnDev.BlazorJS.OnnxRuntimeWeb Use ONNX Runtime Web from Blazor WebAssembly for GPU-accelerated machine...	25	Experimental	4	JavaScript
17	cloudsealed/Predictive-ML-Core Predictive-ML-Core: An enterprise-grade C# intelligence engine utilizing...	23	Experimental	1	C#
18	LostBeard/SpawnDev.ILGPU.ML Hardware-agnostic machine learning infrastructure for .NET. Implements...	23	Experimental	1	C#
19	Clinical-Support-Systems/Plugin.Maui.ML A comprehensive .NET MAUI plugin for ML inference with ONNX Runtime, CoreML,...	22	Experimental	4	C#
20	BoBoBaSs84/ML.Test Machine Learning with ML.NET	21	Experimental	2	C#
21	LostBeard/SpawnDev.BlazorJS.MultiView Tools for rendering 2D+Z, Side by Side, Over Under, and other 3D formats in...	21	Experimental	2	C#
22	sebescudie/VL.MLNet Allows to run pre-trained ML.NET models as vvvv nodes	20	Experimental	12	C#
23	ricardoasilva92/euromillionPredictionML ML.NET app to "predict" euromillion result	19	Experimental	3	C#
24	xin-pu/VisionSharp Vision Extend lib with OpenCV and Pytorch.	18	Experimental	4	C#
25	csehammad/SentimentAnalysisDemo AI/ML Sentiment Analysis using .NET5	18	Experimental	2	C#
26	Devmawi/BlazorObjectDetection-Sample A sample for demonstrating online execution of an onnx model by a Blazor app.	17	Experimental	4	C#
27	NehalH/Cortex-standalone A standalone version of the Cortex Application used for currency and text...	17	Experimental	5	Dart
28	EngincanV/SentimentAnalysisDemo Explore sentiment analysis within an ABP-based application and delve into...	16	Experimental	4	C#
29	amirrezamortazavifard/MyMLP An interactive desktop application for visualizing and training neural...	16	Experimental	1	C#
30	CommunityToolkit/Labs-IntelligentAPIs Intelligent APIs aim to make machine learning (ML) tasks easier for UWP...	15	Experimental	21	C#
31	N1KITA2104/MLNET Labs ML.NET	15	Experimental	—	C#
32	LostBeard/BlazorWASMRealTime2DTo2DZ Blazor WebAssembly live 2D to 2D+Z conversion of webcam video using...	14	Experimental	4	HTML
33	barandurunesil/sentiment_analysis Sentiment analysis using ML.NET with SDCA logistic regression on Amazon...	11	Experimental	—	C#

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