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 77 ml algorithm visualizations frameworks tracked. 1 score above 70 (verified tier). The highest-rated is ndif-team/nnsight at 80/100 with 859 stars and 27,884 monthly downloads. 2 of the top 10 are actively maintained.

Get all 77 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	ndif-team/nnsight The nnsight package enables interpreting and manipulating the internals of...	80	Verified	859	Python
2	huggingface/dataset-viewer Backend that powers the dataset viewer on Hugging Face dataset pages through...	59	Established	851	Python
3	epfml/disco DISCO is a code-free and installation-free browser platform that allows any...	51	Established	182	TypeScript
4	LYH-YF/MWPToolkit MWPToolkit is an open-source framework for math word problem(MWP) solvers.	49	Emerging	165	Python
5	ndif-team/ndif The NDIF server, which performs deep inference and serves nnsight requests remotely	48	Emerging	43	Python
6	dair-ai/ml-visuals 🎨 ML Visuals contains figures and templates which you can reuse and...	46	Emerging	16,970	—
7	WarBean/hyperboard A web-based dashboard for Deep Learning	42	Emerging	336	JavaScript
8	aws-samples/aws-mlu-explain Visual, Interactive Articles About Machine Learning: https://mlu-explain.github.io/	40	Emerging	866	JavaScript
9	dsgiitr/VisualML Interactive Visual Machine Learning Demos.	39	Emerging	118	CSS
10	Machine-Learning-Tokyo/Interactive_Tools Interactive Tools for Machine Learning, Deep Learning and Math	39	Emerging	2,803	—
11	poloclub/interactive-classification Interactive Classification for Deep Learning Interpretation	37	Emerging	79	JavaScript
12	katanaml/sparrow-donut Data extraction with Donut ML model	37	Emerging	58	Python
13	keplr-io/hera Train/evaluate a Keras model, get metrics streamed to a dashboard in your browser.	36	Emerging	490	JavaScript
14	uber/manifold A model-agnostic visual debugging tool for machine learning	36	Emerging	1,672	JavaScript
15	stared/interactive-machine-learning-list A collaborative list of interactive Machine Learning, Deep Learning and...	35	Emerging	439	JavaScript
16	JasonFengGit/Visualizer A single-page website aiming to provide innovative and intuitive...	35	Emerging	215	JavaScript
17	srajan-kiyotaka/TraverseCraft TraverseCraft is a versatile Python library for creating static, animated,...	35	Emerging	6	Jupyter Notebook
18	mcp-tool-shop-org/ScalarScope-Desktop ASPIRE Scalar Vortex Visualizer — .NET MAUI desktop app for comparing ML...	35	Emerging	1	C#
19	mlajtos/moniel Interactive Notation for Computational Graphs	33	Emerging	370	JavaScript
20	alibaba/Trescope Trescope is a comprehensive 3D machine learning development tool devoted to...	32	Emerging	157	JavaScript
21	OlafenwaMoses/Model-Playgrounds A project developed and maintained as part of the aim at bringing current...	32	Emerging	14	Python
22	ndif-team/nnsight-website The nnsight website, which explains and documents the open-source nnsight API	32	Emerging	3	Python
23	bfortuner/zoosearch Search engine for machine learning models and datasets	31	Emerging	10	JavaScript
24	CodeByStella/My-Diagrams Open collection of all types of diagrams—Mermaid flowcharts, architecture,...	30	Emerging	3	JavaScript
25	alexhock/pixplotml A Visualization Tool for Image-based Machine Learning Projects - Great for...	29	Experimental	30	JavaScript
26	microsoft/Intrepid INTeractive learning via REPresentatIon Discovery	28	Experimental	36	Python
27	SOM-Research/DescribeML DescribeML is a Visual Studio Code language plug-in to describe...	28	Experimental	30	TypeScript
28	capesoftware/bonsai-vplink Samples and documentation for using VP Link with Microsoft Bonsai	26	Experimental	4	HTML
29	apple/ml-symphony Symphony: Interactive Data Widgets (CHI 2022)	26	Experimental	63	Svelte
30	Robert-K/MAChINE 🎓 Educate users on the processes of AI material research through a hands-on,...	25	Experimental	5	JavaScript
31	ronniross/ml-visual-engine A machine learning dataset with concepts, code, journaling, and full...	25	Experimental	4	Jupyter Notebook
32	CBICA/NiChart_Website The Landing page for the NiChart project	24	Experimental	1	JavaScript
33	sdfysdfhsdfhs/Chart-To-Image 🐙 Convert trading charts to high-quality images with Node.js Canvas,...	24	Experimental	—	TypeScript
34	wwu-mmll/photonai_explorer Web-App to inspect your training, optimization and evaluation results...	23	Experimental	2	JavaScript
35	ChaoticTrio/athena Automated Tool for Hierarchical Exploration of Neural Architectures	22	Experimental	1	TypeScript
36	MukundaKatta/ChartMind Natural language to chart generator — bar, line, pie, scatter, histogram...	22	Experimental	—	Python
37	sowwwws/machscope 🛠️ Analyze Mach-O binaries on macOS with this Swift tool for parsing, ARM64...	22	Experimental	—	Swift
38	Aarnav1608/STEMViz 🎓 Visualize STEM concepts effortlessly with AI-generated animations and...	22	Experimental	—	Python
39	Goutham224/mv 🛠 Visualize C++ memory management in real-time with MV, a tool that helps...	22	Experimental	—	Rust
40	BBVA/BeagleML Machine Learning Model Trainer	22	Experimental	9	—
41	jsurrea/aima-visualizations Collection of web-based visualizations to learn every topic in the book by...	22	Experimental	—	TypeScript
42	boda166/simulated-12306-view Simulate and edit the 12306 train ticket page UI with a pure frontend HTML...	22	Experimental	—	HTML
43	cobluestars/dataherd-raika "Dataherd-Raika is a library designed to simulate large-scale user behavior...	21	Experimental	1	TypeScript
44	neurolearn/neurolearn-web A web platform for analyzing neuroimaging data.	21	Experimental	14	JavaScript
45	code2k13/feed-visualizer Feed Visualizer creates interactive visualizations by clustering RSS/Atom...	20	Experimental	25	HTML
46	iskochergin/Algolume 🤖 A tool to visualize programming algorithms by each code step!	20	Experimental	12	HTML
47	spiderxm/machine-learning-visualiser This website contains application of various trained Machine Learning models.	20	Experimental	11	JavaScript
48	LemonFoxmere/DeepFusion A graphical approach to creating & training neural networks	20	Experimental	18	JavaScript
49	iRath96/som-demo A demo of self-organizing maps using React, TypeScript and three.js	20	Experimental	16	TypeScript
50	yksanjo/canva-cursor-trail Interactive cursor trail effect for Canva-like interfaces.	19	Experimental	—	JavaScript
51	berangerthomas/SchoolOfStatistics Interactive visualizations for exploring statistical and machine learning concepts.	19	Experimental	—	JavaScript
52	TheMattBin/Geological-model-hk App Showcasing of Hong Kong Geological Model	19	Experimental	—	TypeScript
53	aperry938/Interactive-AI-Map An interactive D3.js visualization mapping the landscape of artificial...	19	Experimental	—	TypeScript
54	KarolP-tech/FrameTrain Professional platform for local ML model training	19	Experimental	—	TypeScript
55	ddihora1604/DataAlchemy DataAlchemy is a Next.js project that generates realistic synthetic...	17	Experimental	2	TypeScript
56	Priyanshu-Shah/AlgoViz An interactive visualizer for ML algorithms like poly reg, KNN, DT, SVM,...	16	Experimental	7	JavaScript
57	shivam6862/Electromagnetmotion-explorer Electromagnet Motion Explorer is an innovative project aimed at studying...	15	Experimental	1	JavaScript
58	kubaxipl11/ml-animations 🎨 Explore interactive visualizations of Machine Learning and Linear Algebra...	15	Experimental	1	JavaScript
59	chaotic-factory/lyapunov Software for Dynamical-Systems Research and Experimental-Data Visualization...	15	Experimental	—	TypeScript
60	selforgmap/som-visualizer An angular based visualization tool for Self Organizing Map	14	Experimental	1	TypeScript
61	rhaffle87/actife Interactive AI and Machine Learning Visualizer	14	Experimental	—	JavaScript
62	AXSV/My-Diagrams Organize and explore detailed diagrams covering machine learning pipelines,...	14	Experimental	—	JavaScript
63	jsmlt/visualml :tv: Visualization implementation for JSMLT	14	Experimental	5	JavaScript
64	Sudhanshu1304/Machine-Learns An Interactive Website to do hands-on Machine learning. An online platform...	14	Experimental	1	PureBasic
65	icehawk17/quiver_mv3_switcher_extension Switch Quiver MV3 extension modes easily by loading the unpacked extension...	14	Experimental	—	JavaScript
66	mohammed-abdulmajid/Code-in-Motion 🌀 Explore sorting algorithms visually with Code-in-Motion, an interactive...	14	Experimental	—	JavaScript
67	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	13	Experimental	2	HTML
68	sujinleeme/javascript-machine-learning Some Machine Learning Visualizer with React	13	Experimental	8	JavaScript
69	cameronbrady1527/ml-research-blog An open-source platform sharing machine learning research on neurological...	12	Experimental	1	TypeScript
70	Yangs-AI/Younger-Website-FrontEnd Front End for the Datasets of Yangs Cloud	12	Experimental	3	Svelte
71	jonasneves/interactive-ai Interactive educational visualizations for neural networks, CNNs, and...	12	Experimental	1	JavaScript
72	gussttaav/learning-tools A collection of interactive, web-based visualizations of machine learning...	11	Experimental	—	JavaScript
73	bazingiu/VMBA-models-demo Web demo for deducing customer shopping behaviors using Deep Learning....	11	Experimental	—	HTML
74	santosomar/AI-BOM-Visualizer AI-BOM Schema Visualizer	11	Experimental	2	JavaScript
75	byadnesh/Algo-Vision Algo Vision is a neon-themed, interactive web application that visualizes...	11	Experimental	—	TypeScript
76	LemonFoxmere/AIVIS AIVIS is an online application that allows anyone to create their neural...	11	Experimental	2	JavaScript
77	jollypolly123/mlviz Interactive visualizations of basic ML concepts	11	Experimental	2	TypeScript

Comparisons in this category

nnsight and nnsight-website (80 vs 32)