Streamlit ML Dashboards ML Frameworks

Interactive web applications and dashboards built with Streamlit for visualizing data, exploring ML models, and creating browser-based ML demos without frontend coding. Does NOT include low-code ML libraries (like PyCaret), general ML pipelines, or non-Streamlit web frameworks.

There are 75 streamlit ml dashboards frameworks tracked. 2 score above 70 (verified tier). The highest-rated is streamlit/streamlit at 95/100 with 43,865 stars and 31,095,955 monthly downloads. 2 of the top 10 are actively maintained.

Get all 75 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	streamlit/streamlit Streamlit — A faster way to build and share data apps.	95	Verified	43,865	Python
2	pycaret/pycaret An open-source, low-code machine learning library in Python	73	Verified	9,708	Jupyter Notebook
3	rio-labs/rio WebApps in pure Python. No JavaScript, HTML and CSS needed	63	Established	3,369	Python
4	jrieke/streamlit-analytics 👀 Track & visualize user interactions with your streamlit app	58	Established	307	Python
5	MarcSkovMadsen/awesome-streamlit The purpose of this project is to share knowledge on how awesome Streamlit...	56	Established	2,247	HTML
6	violit-dev/violit Pure Python Web Framework. Streamlit simplicity, no reruns.	52	Established	338	Python
7	fcakyon/streamlit-image-comparison Image comparison slider component for Streamlit	52	Established	254	Python
8	williambdean/latent-calendar Analyze and model weekly calendar distributions using latent components	45	Emerging	21	Python
9	ertis-research/grafana-panel-what-if This Grafana panel is a powerful tool for conducting What-If predictive...	40	Emerging	9	TypeScript
10	jrieke/best-of-streamlit 🏆 A ranked gallery of awesome streamlit apps built by the community	40	Emerging	1,373	—
11	ahmedbesbes/playground A Streamlit application to play with machine learning models directly from...	38	Emerging	83	Python
12	yashasvini121/predictive-calc An interactive web application developed with Streamlit, designed for making...	38	Emerging	27	Jupyter Notebook
13	AMinerOpen/prediction_api AMiner Prediction API is a toolkit for science data prediction, such as...	37	Emerging	105	Python
14	dataprofessor/streamlit_freecodecamp Build 12 Data Apps in Python with Streamlit	36	Emerging	670	Jupyter Notebook
15	Jumitti/chicken_AI Just a Streamlit app to generate scientific review with Deep Learning,...	34	Emerging	14	Python
16	gagan3012/streamlit-tags Custom Tag component for streamlit	34	Emerging	341	TypeScript
17	kqc-real/streamlit MC-Test ist eine mehrsprachige Open-Source‑Plattform für formatives...	33	Emerging	6	Python
18	raphischer/strep Initiating a paradigm shift in reporting and helping with making ML advances...	30	Emerging	11	Python
19	dataprofessor/streamlit-for-datascience The Streamlit for Data Science shows how to build interactive data apps...	30	Emerging	71	Python
20	ahammadnafiz/Predicta Predicta: Simplify your workflow with our powerful data analysis and machine...	30	Emerging	9	Python
21	iQuantC/Scikit-learn-Streamlit-Docker-Kubernetes In this step-by-step tutorial, learn how to build, visualize, and deploy a...	30	Emerging	6	Python
22	ineelhere/curated An open source project built with Streamlit on Python, that focuses on...	29	Experimental	14	Python
23	aangelopoulos/prediction-powered-inference A statistical toolkit for scientific discovery using machine learning	28	Experimental	78	Jupyter Notebook
24	e9link/AI-Graph Train an artificial intelligent model to recognize abnormal traffic graphs...	28	Experimental	9	Python
25	nitin-bommi/machine-learning-interface Need not code to compare different models. Drop the .csv file and build the...	27	Experimental	8	Python
26	hamdivazim-archive/pypredictor The Python library that makes AI predictions simple.	26	Experimental	6	Python
27	flowkraft/reportburster The Modern Open-Source Alternative to Crystal Reports, Tableau and Chat2DB	25	Experimental	4	TypeScript
28	AmirhosseinHonardoust/The-Future-of-Interactive-ML An in-depth exploration of the rise of human-centered, interactive machine...	25	Experimental	23	—
29	redcican/pycaret-streamlit An End-to-End Machine Learning Web Application for Classification and...	25	Experimental	20	Jupyter Notebook
30	flrs/build_and_test_ml_quickly From idea to production in a day: Leveraging Azure ML and Streamlit to build...	25	Experimental	5	Jupyter Notebook
31	mafda/ml_with_fastapi_and_streamlit Prototyping a Machine Learning Application with Streamlit, FastAPI, Hugging...	24	Experimental	26	Python
32	Aonic7/Dashboard-Streamlit The project is a multi-page dashboard built on StreamlitIO platform.	24	Experimental	7	Jupyter Notebook
33	alosh19th/AutoSTAT 📊 Streamline your data analysis with AutoSTAT, an intuitive tool that...	23	Experimental	1	Python
34	mozturan/MLandDL-withWebApp Web app to perfom machine learning algorithms (both for regression and...	23	Experimental	1	Python
35	Athena-Data-Labs/ANN_builder_app Build and train artificial neural networks with an intuitive Streamlit GUI....	23	Experimental	1	Python
36	Devanik21/Data-Analysis-App Data Analysis Suit includes: Data upload EDA section Excel-like query...	22	Experimental	—	Python
37	Prashanth02Hunter/ML-Playground-Autodetect 📊 Upload datasets to automatically detect classification or regression...	22	Experimental	—	Python
38	eugen-goebel/predictive-analytics-agent Automated ML pipeline — data profiling, preprocessing, model training, and...	22	Experimental	—	Python
39	iamgdragon/The-Future-of-Interactive-ML 🤖 Explore human-centered machine learning apps with Streamlit, bridging...	22	Experimental	—	—
40	visurarodrigo/End-to-End-Machine-Learning-Playground A production-grade, full-stack machine learning platform combining a...	22	Experimental	—	Jupyter Notebook
41	Kritisaha19/automl-pipeline-builder AutoML Pipeline Builder is a web application that automates the machine...	22	Experimental	—	Python
42	gabrielgcbs/predict-for-me A web Artificial Intelligence model for everyone - just upload your dataset...	22	Experimental	1	Python
43	AmirhosseinHonardoust/How-Streamlit-Makes-AI-Accessible A detailed educational article exploring how Streamlit revolutionizes AI app...	21	Experimental	24	—
44	foxnaim/AI-Trend-Analytics 📊 AI-driven trend analysis dashboard with real-time data visualization	21	Experimental	2	TypeScript
45	bpw1621/streamlit-topic-modeling Topic modeling streamlit app.	21	Experimental	13	Python
46	galafis/trae-dashboard-generator AI-powered dashboard generator using Trae IDE. Automatically creates...	20	Experimental	1	TypeScript
47	ankman007/cricket-statsguru Streamlit-based Nepali cricket visualization dashboard that utilizes python...	20	Experimental	5	Jupyter Notebook
48	YujiaBao/Predict-then-Interpolate "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021	20	Experimental	18	Python
49	Jrmr27/ai-product-ops-de-modelo-a-sistema App en Streamlit para diseñar y evaluar sistemas IA más allá del modelo...	19	Experimental	—	Python
50	udhavvvv-dev/Olympic-Data-Analysis Olympics Data Analysis Web Application using Streamlit. For development, I...	17	Experimental	6	Jupyter Notebook
51	tushar2704/Streamlit-Magic-Cheat-Sheets Streamlit Magic Cheat Sheets- All of Streamlit in one Streamlit...	17	Experimental	24	Python
52	GiovanniIacuzzo/GitScore-Dashboard Transform GitHub data into actionable insights with a Flask + ML dashboard:...	16	Experimental	10	Python
53	arv-anshul/yt-watch-history-v2 Analyse your YouTube watch history using ML with Graphs.	15	Experimental	6	Python
54	Suraj236G/precastai AI-powered cycle time optimizer for precast yards	15	Experimental	1	Python
55	Prateekkp/nn_toolbox Interactive Streamlit toolbox for neural networks and machine learning, with...	15	Experimental	1	Python
56	jameshgrn/based_api This is the backend for the BASED streamlit app	15	Experimental	1	Python
57	aravikishan/interactive-ml-model-explainer-with-streamlit Interactive ML Model Explainer with Streamlit	14	Experimental	—	HTML
58	sheamusmcg/dl-explainer An interactive Streamlit app that teaches deep learning from scratch	14	Experimental	—	Python
59	Ash-K-1/SocioBuzz Final Year Project - Social Media Trend Prediction Dashboard	14	Experimental	—	Jupyter Notebook
60	Scontel/ai-powered-data-analytics Advanced framework for AI-driven data analytics, anomaly detection, and...	14	Experimental	—	—
61	sarthak31122000/Popularity_predictor A web app using that can predict whether any GitHub repository is safe to...	14	Experimental	1	Jupyter Notebook
62	ahmedmohamedabdelsalam/ai-data-dashboard AI-powered data analysis dashboard built with FastAPI and Next.js.	14	Experimental	—	Python
63	nofa8/StreamLitProject StreamLit project with 2 root models and 2 transfer learning models, use of...	14	Experimental	1	Jupyter Notebook
64	Iro96/Basic-Machine-Learning-Project General ML Dashboard is a ready-to-use Streamlit app for visualizing data...	12	Experimental	1	Jupyter Notebook
65	zachjxyz/pythx Real-time sentiment intelligence platform.	12	Experimental	1	TypeScript
66	SagarSreekumarPillai/insightpredictor Upload CSV files to get smart ML-based predictions, anomaly detection,...	12	Experimental	1	TypeScript
67	Ebube22/ai-equity-index AI-powered dashboard and analytics for measuring educational equity across...	12	Experimental	1	Jupyter Notebook
68	shuantsu/hunsrik-streamlit-app Hunsrik Matrix Lab	11	Experimental	—	Python
69	AafaqueAnjum06/element-dashboard-ml Element Dashboard ML – An interactive dashboard to explore, visualize, and...	11	Experimental	—	Jupyter Notebook
70	mayakg01/happiest_cities Exploratory data analysis using ML of factors predicting happiness in cities...	11	Experimental	—	Jupyter Notebook
71	elena563/statpilot An interactive web application for statistical data analysis, machine...	11	Experimental	—	HTML
72	pablosierrafernandez/DataPredictor ✨Data Predictor is a web application designed to facilitate the analysis of...	11	Experimental	2	Vue
73	duonghieu7104/Nintendo-Data-Analysis A data analysis project reviewing the hardware of three handheld gaming...	10	Experimental	3	Jupyter Notebook
74	zachpinto/SOTA-explorer Streamlit app for viewing detailed information about SOTA ML models and...	10	Experimental	1	Python
75	wmouton/auto-l33th-ml An auto machine learning web application that helps you build and explore your data.	10	Experimental	1	Jupyter Notebook

Comparisons in this category

streamlit and awesome-streamlit (95 vs 56) streamlit and best-of-streamlit (95 vs 40) streamlit and streamlit_freecodecamp (95 vs 36) streamlit and violit (95 vs 52) streamlit and streamlit-analytics (95 vs 58) streamlit and playground (95 vs 38) streamlit and streamlit-for-datascience (95 vs 30) streamlit and predictive-calc (95 vs 38) awesome-streamlit and streamlit-for-datascience (56 vs 30) streamlit_freecodecamp and streamlit-for-datascience (36 vs 30)