ML Algorithm Visualizations ML Frameworks

Interactive visual demonstrations and animations of machine learning algorithms and mathematical concepts for educational understanding. Does NOT include model debugging tools, ML frameworks, or applications solving real-world prediction tasks.

There are 84 ml algorithm visualizations frameworks tracked. 1 score above 70 (verified tier). The highest-rated is ndif-team/nnsight at 71/100 with 859 stars. 2 of the top 10 are actively maintained.

Get all 84 projects as JSON

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

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#	Framework	Score	Tier	Stars	Language
1	ndif-team/nnsight The nnsight package enables interpreting and manipulating the internals of...	71	Verified	859	Python
2	huggingface/dataset-viewer Backend that powers the dataset viewer on Hugging Face dataset pages through...	63	Established	851	Python
3	LYH-YF/MWPToolkit MWPToolkit is an open-source framework for math word problem(MWP) solvers.	56	Established	165	Python
4	epfml/disco DISCO is a code-free and installation-free browser platform that allows any...	55	Established	182	TypeScript
5	ndif-team/ndif The NDIF server, which performs deep inference and serves nnsight requests remotely	52	Established	43	Python
6	WarBean/hyperboard A web-based dashboard for Deep Learning	49	Emerging	336	JavaScript
7	aws-samples/aws-mlu-explain Visual, Interactive Articles About Machine Learning: https://mlu-explain.github.io/	47	Emerging	866	JavaScript
8	dsgiitr/VisualML Interactive Visual Machine Learning Demos.	46	Emerging	118	CSS
9	dair-ai/ml-visuals 🎨 ML Visuals contains figures and templates which you can reuse and...	46	Emerging	16,970	—
10	katanaml/sparrow-donut Data extraction with Donut ML model	44	Emerging	58	Python
11	poloclub/interactive-classification Interactive Classification for Deep Learning Interpretation	44	Emerging	79	JavaScript
12	uber/manifold A model-agnostic visual debugging tool for machine learning	43	Emerging	1,672	JavaScript
13	keplr-io/hera Train/evaluate a Keras model, get metrics streamed to a dashboard in your browser.	43	Emerging	490	JavaScript
14	stared/interactive-machine-learning-list A collaborative list of interactive Machine Learning, Deep Learning and...	42	Emerging	439	JavaScript
15	JasonFengGit/Visualizer A single-page website aiming to provide innovative and intuitive...	42	Emerging	215	JavaScript
16	mlajtos/moniel Interactive Notation for Computational Graphs	40	Emerging	370	JavaScript
17	OlafenwaMoses/Model-Playgrounds A project developed and maintained as part of the aim at bringing current...	39	Emerging	14	Python
18	srajan-kiyotaka/TraverseCraft TraverseCraft is a versatile Python library for creating static, animated,...	39	Emerging	6	Jupyter Notebook
19	Machine-Learning-Tokyo/Interactive_Tools Interactive Tools for Machine Learning, Deep Learning and Math	39	Emerging	2,803	—
20	ndif-team/nnsight-website The nnsight website, which explains and documents the open-source nnsight API	39	Emerging	3	Python
21	alibaba/Trescope Trescope is a comprehensive 3D machine learning development tool devoted to...	39	Emerging	157	JavaScript
22	bfortuner/zoosearch Search engine for machine learning models and datasets	38	Emerging	10	JavaScript
23	alexhock/pixplotml A Visualization Tool for Image-based Machine Learning Projects - Great for...	36	Emerging	30	JavaScript
24	microsoft/Intrepid INTeractive learning via REPresentatIon Discovery	35	Emerging	36	Python
25	mcp-tool-shop-org/ScalarScope-Desktop ASPIRE Scalar Vortex Visualizer — .NET MAUI desktop app for comparing ML...	35	Emerging	1	C#
26	SOM-Research/DescribeML DescribeML is a Visual Studio Code language plug-in to describe...	35	Emerging	30	TypeScript
27	apple/ml-symphony Symphony: Interactive Data Widgets (CHI 2022)	33	Emerging	63	Svelte
28	capesoftware/bonsai-vplink Samples and documentation for using VP Link with Microsoft Bonsai	33	Emerging	4	HTML
29	Robert-K/MAChINE 🎓 Educate users on the processes of AI material research through a hands-on,...	32	Emerging	5	JavaScript
30	CBICA/NiChart_Website The Landing page for the NiChart project	31	Emerging	1	JavaScript
31	wwu-mmll/photonai_explorer Web-App to inspect your training, optimization and evaluation results...	30	Emerging	2	JavaScript
32	BBVA/BeagleML Machine Learning Model Trainer	29	Experimental	9	—
33	ChaoticTrio/athena Automated Tool for Hierarchical Exploration of Neural Architectures	29	Experimental	1	TypeScript
34	neurolearn/neurolearn-web A web platform for analyzing neuroimaging data.	28	Experimental	14	JavaScript
35	ronniross/ml-visual-engine A machine learning dataset with concepts, code, journaling, and full...	28	Experimental	4	Jupyter Notebook
36	iRath96/som-demo A demo of self-organizing maps using React, TypeScript and three.js	27	Experimental	16	TypeScript
37	code2k13/feed-visualizer Feed Visualizer creates interactive visualizations by clustering RSS/Atom...	27	Experimental	25	HTML
38	iskochergin/Algolume 🤖 A tool to visualize programming algorithms by each code step!	27	Experimental	12	HTML
39	spiderxm/machine-learning-visualiser This website contains application of various trained Machine Learning models.	27	Experimental	11	JavaScript
40	LemonFoxmere/DeepFusion A graphical approach to creating & training neural networks	27	Experimental	18	JavaScript
41	Priyanshu-Shah/AlgoViz An interactive visualizer for ML algorithms like poly reg, KNN, DT, SVM,...	23	Experimental	7	JavaScript
42	sdfysdfhsdfhs/Chart-To-Image 🐙 Convert trading charts to high-quality images with Node.js Canvas,...	23	Experimental	—	TypeScript
43	MukundaKatta/ChartMind Natural language to chart generator — bar, line, pie, scatter, histogram...	22	Experimental	—	Python
44	sowwwws/machscope 🛠️ Analyze Mach-O binaries on macOS with this Swift tool for parsing, ARM64...	22	Experimental	—	Swift
45	boda166/simulated-12306-view Simulate and edit the 12306 train ticket page UI with a pure frontend HTML...	22	Experimental	—	HTML
46	shivam6862/Electromagnetmotion-explorer Electromagnet Motion Explorer is an innovative project aimed at studying...	22	Experimental	1	JavaScript
47	Aarnav1608/STEMViz 🎓 Visualize STEM concepts effortlessly with AI-generated animations and...	22	Experimental	—	Python
48	TheMattBin/Geological-model-hk App Showcasing of Hong Kong Geological Model	21	Experimental	—	TypeScript
49	Sudhanshu1304/Machine-Learns An Interactive Website to do hands-on Machine learning. An online platform...	21	Experimental	1	PureBasic
50	berangerthomas/SchoolOfStatistics Interactive visualizations for exploring statistical and machine learning concepts.	21	Experimental	—	JavaScript
51	selforgmap/som-visualizer An angular based visualization tool for Self Organizing Map	21	Experimental	1	TypeScript
52	jsurrea/aima-visualizations Collection of web-based visualizations to learn every topic in the book by...	21	Experimental	—	TypeScript
53	Goutham224/mv 🛠 Visualize C++ memory management in real-time with MV, a tool that helps...	21	Experimental	—	Rust
54	yksanjo/canva-cursor-trail Interactive cursor trail effect for Canva-like interfaces.	21	Experimental	—	JavaScript
55	KarolP-tech/FrameTrain Professional platform for local ML model training	21	Experimental	—	TypeScript
56	aperry938/Interactive-AI-Map An interactive D3.js visualization mapping the landscape of artificial...	21	Experimental	—	TypeScript
57	jsmlt/visualml :tv: Visualization implementation for JSMLT	21	Experimental	5	JavaScript
58	sujinleeme/javascript-machine-learning Some Machine Learning Visualizer with React	20	Experimental	8	JavaScript
59	cameronbrady1527/ml-research-blog An open-source platform sharing machine learning research on neurological...	19	Experimental	1	TypeScript
60	bingo0621/bingo-knowledge-visualization 🧠 BINGO知识之象 - AI驱动的商业级知识可视化平台，为教育工作者和自媒体创作者提供绝对美观、准确实用的概念动画生成服务	19	Experimental	2	HTML
61	jollypolly123/mlviz Interactive visualizations of basic ML concepts	18	Experimental	2	TypeScript
62	chaotic-factory/lyapunov Software for Dynamical-Systems Research and Experimental-Data Visualization...	17	Experimental	—	TypeScript
63	kubaxipl11/ml-animations 🎨 Explore interactive visualizations of Machine Learning and Linear Algebra...	16	Experimental	1	JavaScript
64	mak-ahoy/LibraTrack A deep learning project based on tensorflow.js that helps in managing...	15	Experimental	1	JavaScript
65	jonasneves/interactive-ai Interactive educational visualizations for neural networks, CNNs, and...	14	Experimental	1	JavaScript
66	AXSV/My-Diagrams Organize and explore detailed diagrams covering machine learning pipelines,...	13	Experimental	—	JavaScript
67	byadnesh/Algo-Vision Algo Vision is a neon-themed, interactive web application that visualizes...	13	Experimental	—	TypeScript
68	rhaffle87/actife Interactive AI and Machine Learning Visualizer	13	Experimental	—	JavaScript
69	gussttaav/learning-tools A collection of interactive, web-based visualizations of machine learning...	13	Experimental	—	JavaScript
70	icehawk17/quiver_mv3_switcher_extension Switch Quiver MV3 extension modes easily by loading the unpacked extension...	13	Experimental	—	JavaScript
71	bazingiu/VMBA-models-demo Web demo for deducing customer shopping behaviors using Deep Learning....	13	Experimental	—	HTML
72	bhavinjawade/MLToolkit Made@UB - MLToolkit is a visual framework for quick ML prototyping.	12	Experimental	5	JavaScript
73	songyang-dev/UML-hand-class-diagrams A collection of about 100 UML class diagrams in yUML and their paired...	12	Experimental	5	C
74	keys-i/COMP4702-demos Visual demonstrations for COMP4702 (Machine Learning, UQ) — Interactive...	11	Experimental	1	JavaScript
75	alpha2lucifer/MAV-ML MAV ML project is the exploration of Motion Amplification Video, or MAV, a...	11	Experimental	—	—
76	ltcbuzy/Understanding-Website-Traffic-Generators Understanding Website Traffic Generators	11	Experimental	—	—
77	BehaviorZoo/BehaviorZoo.github.io A Collect of animal behavior data.	11	Experimental	—	JavaScript
78	ShehryarX/visualflow Express online visualization for trend and pattern cognition using...	11	Experimental	4	C#
79	Dmrgn/Infrascan Software for analyzing the community landscape in a neighbourhood.	11	Experimental	3	Vue
80	idanidan29/Machine_Learning_Visualizer A Cool Visualized Way to Understand Machine Learning, Including Quizzes and...	10	Experimental	1	TypeScript
81	diegoperea20/ia_sistemas_embebidos ia , sistemas embebidos, Arduino Nano BLE sense, edge impulse, tensorflow ,...	10	Experimental	2	C
82	MikeyZat/TryAi React + tensorflow = Visualisation of AI technology in your browser	10	Experimental	2	TypeScript
83	DenshellDenejour/Machine-Learning-Graphics.AI Machine learning graphics representation of Artificial Intelligence statistical model	10	Experimental	2	JavaScript
84	StoneT2000/AIVisuals A collection of machine learning visualizers using TensorFlow	10	Experimental	2	JavaScript

Comparisons in this category

nnsight and nnsight-website (71 vs 39)