Unreal Engine ML ML Frameworks

Plugins, SDKs, and integrations for machine learning workflows within Unreal Engine (UE4/UE5). Includes neural network inference, training frameworks, and ML toolkit extensions. Does NOT include general game AI, non-Unreal game engines, or standalone ML frameworks without Unreal Engine integration.

There are 26 unreal engine ml frameworks tracked. The highest-rated is watson-developer-cloud/unity-sdk at 46/100 with 565 stars.

Get all 26 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=unreal-engine-ml&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	watson-developer-cloud/unity-sdk :video_game: Unity SDK to use the IBM Watson services.	46	Emerging	565	C#
2	getnamo/TensorFlow-Unreal TensorFlow plugin for the Unreal Engine.	43	Emerging	1,217	C++
3	getnamo/MachineLearningRemote-Unreal Machine Learning plugin for the Unreal Engine, encapsulating calls to remote...	40	Emerging	147	C++
4	NextGen-GameDev/LibTorch-UE Integrate LibTorch Unreal to create and use neural networks without...	33	Emerging	39	C++
5	danijar/diamond_env Standardized Minecraft Diamond Environment for Reinforcement Learning	30	Emerging	37	Python
6	nixonyh/UnityKinematicaX A next-generation character animation system built on top of Unity's Kinematica.	30	Emerging	22	C#
7	krumiaa/MindMaker MindMaker UE4 Machine Learning Toolkit	27	Experimental	275	Python
8	calben/UE4-CPPAIExamples Examples for producing Artificial Intelligence in Unreal using C++	26	Experimental	8	C++
9	stigsfoot/ARCoreParkour A collection of demos from my talks on XR	24	Experimental	4	C#
10	Farell-Kun/InstantOrganicCaves 🌌 Generate vast, organic cave systems in Unreal Engine 5.7 using this...	24	Experimental	2	C++
11	gpt-3d/pytuech Collaborative example project building off the back of P1ayer-1's LibTorch &...	24	Experimental	3	HTML
12	teixasalone/UnrealEngine5-Skills Provide reusable workflows for Unreal Engine 5.6/5.7 to simplify Blueprint,...	22	Experimental	—	Python
13	ducandu/MaRLEnE Machine- and Reinforcement Learning ExtensioN for (game) Engines	22	Experimental	52	C++
14	demonixis/InMoovUnity A robotics framework powered by Unity 3D to make the InMoov robot alive!	21	Experimental	8	C#
15	akeller/Unity-AI-AR Code for a corresponding Medium tutorial for an AI AR iOS App	20	Experimental	12	C#
16	pvanallen/delft-ai-toolkit Tool for Prototyping AI Projects	17	Experimental	31	C#
17	ibrahimahmed1998/Intelligent-autistic-assistant Tools : Unity , C# , Python , OpenCV \|\| Description : The program helps the...	17	Experimental	3	—
18	SintolRTOS/UnrealRTOS UnrealRTOS is the sdk for unreal to link rtosnode	17	Experimental	4	C++
19	HROlive/Unreal-Engine-for-Remote-Visualization-and-Machine-Learning In-depth training to using Unreal Engine as a data generator and integrat it...	15	Experimental	6	C#
20	MAlkisla/AR-Foundation-Car-Game Create an AR game using Unity's AR Foundation	15	Experimental	6	C#
21	Gallections/InteractiveTechDevHub A dedicated repo for practicing GameDev/VR/AR Development	15	Experimental	—	C#
22	XanderBert/Unreal-Engine-Learning-Agents-Learning-Environment Unreal Engine Machine Learning Write-Up	14	Experimental	24	C++
23	CreatoramaStudio/UtilityAI Unreal Engine plugin that implements Utility AI	13	Experimental	5	C++
24	kaiyumcg/Neuron AI library for unity engine powered games	13	Experimental	5	C#
25	Official-VisAI/v1-documentation Documentation for the VisAI framework & its packs	12	Experimental	4	—
26	nachawati/unity Unity DGMS is an analytics runtime environment for decision guidance systems.	11	Experimental	2	Java