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 67 streamlit ml dashboards frameworks tracked. 1 score above 70 (verified tier). The highest-rated is streamlit/streamlit at 82/100 with 43,865 stars. 2 of the top 10 are actively maintained.

Get all 67 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.	82	Verified	43,865	Python
2	pycaret/pycaret An open-source, low-code machine learning library in Python	63	Established	9,708	Jupyter Notebook
3	rio-labs/rio WebApps in pure Python. No JavaScript, HTML and CSS needed	60	Established	3,369	Python
4	MarcSkovMadsen/awesome-streamlit The purpose of this project is to share knowledge on how awesome Streamlit...	58	Established	2,247	HTML
5	jrieke/streamlit-analytics 👀 Track & visualize user interactions with your streamlit app	57	Established	307	Python
6	fcakyon/streamlit-image-comparison Image comparison slider component for Streamlit	51	Established	254	Python
7	violit-dev/violit Pure Python Web Framework. Streamlit simplicity, no reruns.	48	Emerging	338	Python
8	jrieke/best-of-streamlit 🏆 A ranked gallery of awesome streamlit apps built by the community	47	Emerging	1,373	—
9	yashasvini121/predictive-calc An interactive web application developed with Streamlit, designed for making...	45	Emerging	27	Jupyter Notebook
10	ahmedbesbes/playground A Streamlit application to play with machine learning models directly from...	45	Emerging	83	Python
11	williambdean/latent-calendar Analyze and model weekly calendar distributions using latent components	45	Emerging	21	Python
12	AMinerOpen/prediction_api AMiner Prediction API is a toolkit for science data prediction, such as...	44	Emerging	105	Python
13	ertis-research/grafana-panel-what-if This Grafana panel is a powerful tool for conducting What-If predictive...	44	Emerging	9	TypeScript
14	dataprofessor/streamlit_freecodecamp Build 12 Data Apps in Python with Streamlit	43	Emerging	670	Jupyter Notebook
15	gagan3012/streamlit-tags Custom Tag component for streamlit	41	Emerging	341	TypeScript
16	Jumitti/chicken_AI Just a Streamlit app to generate scientific review with Deep Learning,...	41	Emerging	14	Python
17	kqc-real/streamlit MC-Test ist eine mehrsprachige Open-Source‑Plattform für formatives...	39	Emerging	6	Python
18	dataprofessor/streamlit-for-datascience The Streamlit for Data Science shows how to build interactive data apps...	37	Emerging	71	Python
19	ahammadnafiz/Predicta Predicta: Simplify your workflow with our powerful data analysis and machine...	37	Emerging	9	Python
20	iQuantC/Scikit-learn-Streamlit-Docker-Kubernetes In this step-by-step tutorial, learn how to build, visualize, and deploy a...	36	Emerging	6	Python
21	ineelhere/curated An open source project built with Streamlit on Python, that focuses on...	36	Emerging	14	Python
22	e9link/AI-Graph Train an artificial intelligent model to recognize abnormal traffic graphs...	35	Emerging	9	Python
23	aangelopoulos/prediction-powered-inference A statistical toolkit for scientific discovery using machine learning	35	Emerging	78	Jupyter Notebook
24	nitin-bommi/machine-learning-interface Need not code to compare different models. Drop the .csv file and build the...	34	Emerging	8	Python
25	hamdivazim-archive/pypredictor The Python library that makes AI predictions simple.	33	Emerging	6	Python
26	redcican/pycaret-streamlit An End-to-End Machine Learning Web Application for Classification and...	32	Emerging	20	Jupyter Notebook
27	raphischer/strep Initiating a paradigm shift in reporting and helping with making ML advances...	32	Emerging	11	Python
28	mafda/ml_with_fastapi_and_streamlit Prototyping a Machine Learning Application with Streamlit, FastAPI, Hugging...	31	Emerging	26	Python
29	mozturan/MLandDL-withWebApp Web app to perfom machine learning algorithms (both for regression and...	30	Emerging	1	Python
30	alosh19th/AutoSTAT 📊 Streamline your data analysis with AutoSTAT, an intuitive tool that...	30	Emerging	1	Python
31	flowkraft/reportburster The Modern Open-Source Alternative to Crystal Reports, Tableau and Chat2DB	29	Experimental	4	TypeScript
32	Athena-Data-Labs/ANN_builder_app Build and train artificial neural networks with an intuitive Streamlit GUI....	29	Experimental	1	Python
33	AmirhosseinHonardoust/The-Future-of-Interactive-ML An in-depth exploration of the rise of human-centered, interactive machine...	29	Experimental	23	—
34	foxnaim/AI-Trend-Analytics 📊 AI-driven trend analysis dashboard with real-time data visualization	28	Experimental	2	TypeScript
35	bpw1621/streamlit-topic-modeling Topic modeling streamlit app.	28	Experimental	13	Python
36	YujiaBao/Predict-then-Interpolate "Predict, then Interpolate: A Simple Algorithm to Learn Stable Classifiers" ICML 2021	27	Experimental	18	Python
37	AmirhosseinHonardoust/How-Streamlit-Makes-AI-Accessible A detailed educational article exploring how Streamlit revolutionizes AI app...	25	Experimental	24	—
38	gabrielgcbs/predict-for-me A web Artificial Intelligence model for everyone - just upload your dataset...	24	Experimental	1	Python
39	udhavvvv-dev/Olympic-Data-Analysis Olympics Data Analysis Web Application using Streamlit. For development, I...	24	Experimental	6	Jupyter Notebook
40	galafis/trae-dashboard-generator AI-powered dashboard generator using Trae IDE. Automatically creates...	24	Experimental	1	TypeScript
41	tushar2704/Streamlit-Magic-Cheat-Sheets Streamlit Magic Cheat Sheets- All of Streamlit in one Streamlit...	24	Experimental	24	Python
42	jameshgrn/based_api This is the backend for the BASED streamlit app	22	Experimental	1	Python
43	Prashanth02Hunter/ML-Playground-Autodetect 📊 Upload datasets to automatically detect classification or regression...	22	Experimental	—	Python
44	GiovanniIacuzzo/GitScore-Dashboard Transform GitHub data into actionable insights with a Flask + ML dashboard:...	22	Experimental	10	Python
45	visurarodrigo/End-to-End-Machine-Learning-Playground A production-grade, full-stack machine learning platform combining a...	22	Experimental	—	Jupyter Notebook
46	arv-anshul/yt-watch-history-v2 Analyse your YouTube watch history using ML with Graphs.	22	Experimental	6	Python
47	iamgdragon/The-Future-of-Interactive-ML 🤖 Explore human-centered machine learning apps with Streamlit, bridging...	21	Experimental	—	—
48	pablosierrafernandez/DataPredictor ✨Data Predictor is a web application designed to facilitate the analysis of...	18	Experimental	2	Vue
49	Prateekkp/nn_toolbox Interactive Streamlit toolbox for neural networks and machine learning, with...	17	Experimental	1	Python
50	sarthak31122000/Popularity_predictor A web app using that can predict whether any GitHub repository is safe to...	16	Experimental	1	Jupyter Notebook
51	duonghieu7104/Nintendo-Data-Analysis A data analysis project reviewing the hardware of three handheld gaming...	16	Experimental	3	Jupyter Notebook
52	nofa8/StreamLitProject StreamLit project with 2 root models and 2 transfer learning models, use of...	16	Experimental	1	Jupyter Notebook
53	SagarSreekumarPillai/insightpredictor Upload CSV files to get smart ML-based predictions, anomaly detection,...	14	Experimental	1	TypeScript
54	Iro96/Basic-Machine-Learning-Project General ML Dashboard is a ready-to-use Streamlit app for visualizing data...	14	Experimental	1	Jupyter Notebook
55	Ebube22/ai-equity-index AI-powered dashboard and analytics for measuring educational equity across...	14	Experimental	1	Jupyter Notebook
56	Ash-K-1/SocioBuzz Final Year Project - Social Media Trend Prediction Dashboard	14	Experimental	—	Jupyter Notebook
57	Scontel/ai-powered-data-analytics Advanced framework for AI-driven data analytics, anomaly detection, and...	14	Experimental	—	—
58	sheamusmcg/dl-explainer An interactive Streamlit app that teaches deep learning from scratch	14	Experimental	—	Python
59	clarahoffmann/pycon-2023-honey-i-broke-the-pytorch-model Streamlit app for "Honey, I broke the PyTorch model" - Talk @ PyCon & PyData 2023	14	Experimental	18	Python
60	aravikishan/interactive-ml-model-explainer-with-streamlit Interactive ML Model Explainer with Streamlit	14	Experimental	—	HTML
61	zachjxyz/pythx Real-time sentiment intelligence platform.	14	Experimental	1	TypeScript
62	shuantsu/hunsrik-streamlit-app Hunsrik Matrix Lab	13	Experimental	—	Python
63	zachpinto/SOTA-explorer Streamlit app for viewing detailed information about SOTA ML models and...	12	Experimental	1	Python
64	wmouton/auto-l33th-ml An auto machine learning web application that helps you build and explore your data.	12	Experimental	1	Jupyter Notebook
65	AafaqueAnjum06/element-dashboard-ml Element Dashboard ML – An interactive dashboard to explore, visualize, and...	11	Experimental	—	Jupyter Notebook
66	royanikseresht/RoyaLab A super useful Streamlit application that enables me to efficiently share...	11	Experimental	—	Python
67	BerkanJs/Smart-Data-Dashboard-ML-Supported About This project allows users to visualize and analyze their data and...	10	Experimental	1	JavaScript

Comparisons in this category

streamlit and awesome-streamlit (82 vs 58) streamlit and best-of-streamlit (82 vs 47) streamlit and streamlit_freecodecamp (82 vs 43) streamlit and violit (82 vs 48) streamlit and streamlit-analytics (82 vs 57) streamlit and playground (82 vs 45) streamlit and streamlit-for-datascience (82 vs 37) streamlit and predictive-calc (82 vs 45) awesome-streamlit and streamlit-for-datascience (58 vs 37) streamlit_freecodecamp and streamlit-for-datascience (43 vs 37)