Stock Analysis Dashboards ML Frameworks

Web applications combining live market data, ML-based price forecasting, and interactive visualizations for stock analysis and trading recommendations. Does NOT include general time-series forecasting, portfolio optimization, or algorithmic trading strategies.

There are 63 stock analysis dashboards frameworks tracked. The highest-rated is stocknear/frontend at 44/100 with 22 stars.

Get all 63 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	stocknear/frontend UI of stocknear - Open Source Stock Analysis	44	Emerging	22	Svelte
2	tradytics/surpriver Find big moving stocks before they move using machine learning and anomaly detection	43	Emerging	1,851	Python
3	sstklen/trump-code AI cryptanalysis of Trump's social media posts × stock market impact. 31.5M...	41	Emerging	75	Python
4	devfinwiz/Fin-Maestro-Web Find your trading, investing edge using the most advanced web app for...	40	Emerging	259	Python
5	gandalf1819/Stock-Market-Sentiment-Analysis Identification of trends in the stock prices of a company by performing...	40	Emerging	142	R
6	ErikThiart/ai-stock-dashboard 🚀 Professional AI-powered stock market dashboard with real-time technical...	39	Emerging	55	Python
7	MeridianAlgo/AraAI Ara AI is an AI-powered financial analysis platform developed by...	39	Emerging	8	Python
8	Yogesh-VG0/Stock_Predict_Ai AI-powered stock market prediction platform with real-time analytics, news,...	37	Emerging	3	Python
9	tomcat123a/-chanlun 文件笔和线段的一种划分.py,只需要把k线high，low数据输入，就能自动实现笔，线段，中枢，买卖点，走势类型的划分了。可以把sh.csv...	36	Emerging	562	Python
10	marketcalls/openadvisor Self Hostable - Personal Machine Learning Based Stock Recommendation Platform	36	Emerging	34	Jupyter Notebook
11	alisonmitchell/Stock-Prediction Technical and sentiment analysis to predict the stock market with machine...	34	Emerging	220	Jupyter Notebook
12	skytells-research/stock-risk-analyzer 🚀 A machine learning-powered tool for analyzing stock market risk levels...	34	Emerging	28	HTML
13	nuglifeleoji/Factor-Research Advanced Quantitative Factor Research: ML-powered stock return prediction...	32	Emerging	388	Jupyter Notebook
14	cn-vhql/STIP 一个功能强大、界面美观的交互式股票技术指标回测分析平台，基于Python构建，使用Streamlit提供Web界面，支持多种技术指标计算、条件配置和回测分析。	31	Emerging	10	Python
15	salylgw/gammath_spot Free and Open Source Software Project for comprehensive technical analysis of stocks	31	Emerging	14	Python
16	orion-orion/TipDMCup20 🎈 泰迪杯2020A题《基于数据挖掘的上市公司高送转预测》	30	Emerging	15	Python
17	sjufan84/esg_risk_parity Constructing a portfolio of crypto and stock assets utlizing ESG scores as...	29	Experimental	8	Jupyter Notebook
18	CodingShih/7112029008-Financial_Analysis_Taiwan_Stocks 使用 Colab...	27	Experimental	13	Jupyter Notebook
19	PoCInnovation/Infinalys2 An AI capable of doing predictions on stocks on multiple time intervals	25	Experimental	20	JavaScript
20	sandywonka/AI Scraping and Analyzing stocks data taken from investing.com and store the...	25	Experimental	5	Python
21	SinoLewis/ai-basics Generating stock reports using OpenAI GPT-4, retrieving recent finance news...	24	Experimental	4	Jupyter Notebook
22	Taylanozveren/Ai_Project_Chatbot_Fintech End-to-end crypto analytics & Ai Project ⇢ data pipeline, ML & LSTM signals,...	23	Experimental	6	Jupyter Notebook
23	chrwoizi/naytrading N.A.Y.trading is a machine learning application that mimics stock trading...	23	Experimental	2	TypeScript
24	rohilshah2006/naxera-ai Daily stock news based off of the tickers you follow	22	Experimental	—	TypeScript
25	PabloVitt/acis-python-sdk 📈 Generate AI-powered stock portfolios with the ACIS Trading Python SDK,...	22	Experimental	—	Python
26	assistassets-ai/FinancialProof Stock market analysis tool with technical indicators and buy/sell signals	22	Experimental	—	Python
27	CodeByPinar/big-tech-financial-insights 🚀 A comprehensive project analyzing Big Tech stock prices using time series...	21	Experimental	11	HTML
28	raymondoyondi/Stocklytics A sophisticated platform for analyzing and forecasting stock market...	20	Experimental	1	TypeScript
29	teamILLO/Stockin Stockin : A new solution for stock market newcomers	19	Experimental	5	JavaScript
30	mokshablr/ai-stock-portfolio-manager An AI-driven workflow to monitor, analyze, and optimize your Indian stock...	19	Experimental	3	Python
31	sebamarinovic/bitcoin-sentiment-analysis- Predicción de retornos de Bitcoin usando análisis de sentimiento de Twitter....	19	Experimental	—	Python
32	chirindaopensource/identifying_quantifying_financial_bubbles_hyped_log_period_power_law An end-to-end Python implementation of Cao et al.'s (2025) HLPPL methodology...	19	Experimental	5	Jupyter Notebook
33	victoropp/stock-market-intelligence Enterprise quantitative trading platform with LSTM forecasting (98%...	18	Experimental	3	Python
34	AayushK11/Investyx Investyx is a one-stop portal to solve all your financial questions such as...	17	Experimental	2	JavaScript
35	ilitzkyd/Stock-Market-Analysis This Python script provides two main functionalities: stock and economic...	15	Experimental	19	Jupyter Notebook
36	PathumDilhara/CSE-Investment-Assistant Artificial intelligence assistant to help in decision making for SL CSE	15	Experimental	1	Jupyter Notebook
37	Alejandro-Vigi/data-capital-analytics Plataforma automatizada que predice diariamente el precio de cierre de 10...	14	Experimental	—	JavaScript
38	Manjot7/MarketPulse Real-time stock price prediction pipeline combining FinBERT sentiment...	14	Experimental	—	Jupyter Notebook
39	kalugb/fyp Stock Market Analysis and Prediction using machine learning	14	Experimental	—	HTML
40	Aaronkuriyan/market-chatbot AI-powered market assistant built with Streamlit that provides live stock &...	14	Experimental	—	Python
41	RKanishk/QuantVision End-to-end quantitative finance platform integrating real-time data...	14	Experimental	—	Python
42	Tianning-lab/spy-ml-stress-detection Machine Learning model for SPY market stress detection using 72+ technical indicators	14	Experimental	—	HTML
43	ayushdangwal29/STKPP_WebApp AI-powered stock price prediction & analysis platform with real-time data,...	14	Experimental	—	JavaScript
44	NhanNguyen-SG/stock_dashboard Real-time AI Trading Terminal with ML Anomaly Detection and Cinematic Analytics.	14	Experimental	—	Python
45	nikhil-khamgal/stock-pro-dashboard AI Powered Stock Market Dashboard built with Python, Streamlit, Machine...	14	Experimental	—	Python
46	akashbhatt009/Quantum-AI-Prediction AI-powered stock analysis engine using Random Forest to predict 5-day market...	14	Experimental	—	Python
47	Sanidhya49/GiltGenius GiltGenius: Where luxury meets AI—predict tomorrow’s market, today. Check...	13	Experimental	2	Dart
48	adellegia/predicting-merger-decision-outcomes Predicting merger decision outcomes of the European Commission: A Natural...	13	Experimental	6	Jupyter Notebook
49	TheTallProgrammer/Stock-Contender-App Welcome to Stock Contender – an AI-powered tool designed to assist your...	13	Experimental	6	Python
50	saikiran-0110/Quantum-Stock-Market-Predictor Quantum Stock Market Predictor using Quantum Computing and AI to analyze stock trends	12	Experimental	1	Jupyter Notebook
51	ShinichiShi/financial-analysis Platform that provides users with real-time stock predictions and insights,...	12	Experimental	1	TypeScript
52	SiD-array/StockView 📈 Real-time stock analysis dashboard with ML predictions, anomaly detection,...	12	Experimental	1	JavaScript
53	prakhar-17/Fintech-YieldCurve-RoboAdvisor Deep learning meets finance: This project combines LSTM-based yield curve...	11	Experimental	—	Jupyter Notebook
54	bigjoe-io/stock-prediction-generator Generate accurate stock market predictions with ease. Powered by OpenAI.	11	Experimental	—	TypeScript
55	Sambit-Mondal/StockX StockX is a full-stack application designed to help store owners efficiently...	11	Experimental	—	JavaScript
56	ryuzaki-ved/NSE-EOD-Data-Analyzer EOD Analyzer is a modular end‑of‑day market data platform that automates...	11	Experimental	—	JavaScript
57	lightskinhorti/Trading-App-Tracker Investment portfolio tracker with real-time data, technical analysis and ML...	11	Experimental	—	JavaScript
58	marksmith1994/StockRecommender A web-based tool that provides stock buy/sell recommendations using custom...	11	Experimental	—	TypeScript
59	katsup07/stock-predictor-2 Search equities, view price history, manage a watchlist, and run forecasts....	11	Experimental	—	TypeScript
60	mh2rashi/StockPeer A stock web application with display metrics for live data, machine-learning...	11	Experimental	2	TypeScript
61	tiffanynguyenSF/techcrunch-scraper Uncover AI chip market insights and emerging company valuations.	10	Experimental	3	Jupyter Notebook
62	matthewwangg/trading-algorithm-web-app Web application intended to display predictions from an stock price machine...	10	Experimental	1	TypeScript
63	tjdev7/StocksRobo Depreciated - A.I. bot app that predicts financial stock market data	10	Experimental	1	JavaScript

Comparisons in this category

ai-stock-dashboard and Stock_Predict_Ai (39 vs 37)