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 53 stock analysis dashboards frameworks tracked. 1 score above 50 (established tier). The highest-rated is tradytics/surpriver at 50/100 with 1,851 stars.

Get all 53 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	tradytics/surpriver Find big moving stocks before they move using machine learning and anomaly detection	50	Established	1,851	Python
2	stocknear/frontend UI of stocknear - Open Source Stock Analysis	48	Emerging	22	Svelte
3	devfinwiz/Fin-Maestro-Web Find your trading, investing edge using the most advanced web app for...	47	Emerging	259	Python
4	gandalf1819/Stock-Market-Sentiment-Analysis Identification of trends in the stock prices of a company by performing...	47	Emerging	142	R
5	ErikThiart/ai-stock-dashboard 🚀 Professional AI-powered stock market dashboard with real-time technical...	45	Emerging	55	Python
6	marketcalls/openadvisor Self Hostable - Personal Machine Learning Based Stock Recommendation Platform	43	Emerging	34	Jupyter Notebook
7	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...	43	Emerging	562	Python
8	Yogesh-VG0/Stock_Predict_Ai AI-powered stock market prediction platform with real-time analytics, news,...	43	Emerging	3	Python
9	MeridianAlgo/AraAI Ara AI is an AI-powered financial analysis platform developed by...	42	Emerging	8	Python
10	sstklen/trump-code AI cryptanalysis of Trump's social media posts × stock market impact. 31.5M...	41	Emerging	75	Python
11	alisonmitchell/Stock-Prediction Technical and sentiment analysis to predict the stock market with machine...	41	Emerging	220	Jupyter Notebook
12	skytells-research/stock-risk-analyzer 🚀 A machine learning-powered tool for analyzing stock market risk levels...	41	Emerging	28	HTML
13	nuglifeleoji/Factor-Research Advanced Quantitative Factor Research: ML-powered stock return prediction...	38	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。	37	Emerging	10	Python
15	orion-orion/TipDMCup20 🎈 泰迪杯2020A题《基于数据挖掘的上市公司高送转预测》	37	Emerging	15	Python
16	sjufan84/esg_risk_parity Constructing a portfolio of crypto and stock assets utlizing ESG scores as...	36	Emerging	8	Jupyter Notebook
17	CodingShih/7112029008-Financial_Analysis_Taiwan_Stocks 使用 Colab...	34	Emerging	13	Jupyter Notebook
18	salylgw/gammath_spot Free and Open Source Software Project for comprehensive technical analysis of stocks	32	Emerging	14	Python
19	sandywonka/AI Scraping and Analyzing stocks data taken from investing.com and store the...	32	Emerging	5	Python
20	PoCInnovation/Infinalys2 An AI capable of doing predictions on stocks on multiple time intervals	32	Emerging	20	JavaScript
21	chrwoizi/naytrading N.A.Y.trading is a machine learning application that mimics stock trading...	30	Emerging	2	TypeScript
22	Taylanozveren/Ai_Project_Chatbot_Fintech End-to-end crypto analytics & Ai Project ⇢ data pipeline, ML & LSTM signals,...	29	Experimental	6	Jupyter Notebook
23	CodeByPinar/big-tech-financial-insights 🚀 A comprehensive project analyzing Big Tech stock prices using time series...	28	Experimental	11	HTML
24	teamILLO/Stockin Stockin : A new solution for stock market newcomers	26	Experimental	5	JavaScript
25	mokshablr/ai-stock-portfolio-manager An AI-driven workflow to monitor, analyze, and optimize your Indian stock...	25	Experimental	3	Python
26	AayushK11/Investyx Investyx is a one-stop portal to solve all your financial questions such as...	24	Experimental	2	JavaScript
27	raymondoyondi/Stocklytics A sophisticated platform for analyzing and forecasting stock market...	24	Experimental	1	TypeScript
28	chirindaopensource/identifying_quantifying_financial_bubbles_hyped_log_period_power_law An end-to-end Python implementation of Cao et al.'s (2025) HLPPL methodology...	23	Experimental	5	Jupyter Notebook
29	ilitzkyd/Stock-Market-Analysis This Python script provides two main functionalities: stock and economic...	22	Experimental	19	Jupyter Notebook
30	victoropp/stock-market-intelligence Enterprise quantitative trading platform with LSTM forecasting (98%...	22	Experimental	3	Python
31	PabloVitt/acis-python-sdk 📈 Generate AI-powered stock portfolios with the ACIS Trading Python SDK,...	22	Experimental	—	Python
32	assistassets-ai/FinancialProof Stock market analysis tool with technical indicators and buy/sell signals	22	Experimental	—	Python
33	sebamarinovic/bitcoin-sentiment-analysis- Predicción de retornos de Bitcoin usando análisis de sentimiento de Twitter....	21	Experimental	—	Python
34	rohilshah2006/naxera-ai Daily stock news based off of the tickers you follow	21	Experimental	—	TypeScript
35	adellegia/predicting-merger-decision-outcomes Predicting merger decision outcomes of the European Commission: A Natural...	20	Experimental	6	Jupyter Notebook
36	TheTallProgrammer/Stock-Contender-App Welcome to Stock Contender – an AI-powered tool designed to assist your...	20	Experimental	6	Python
37	saikiran-0110/Quantum-Stock-Market-Predictor Quantum Stock Market Predictor using Quantum Computing and AI to analyze stock trends	19	Experimental	1	Jupyter Notebook
38	ShinichiShi/financial-analysis Platform that provides users with real-time stock predictions and insights,...	19	Experimental	1	TypeScript
39	SiD-array/StockView 📈 Real-time stock analysis dashboard with ML predictions, anomaly detection,...	18	Experimental	1	JavaScript
40	tjdev7/StocksRobo Depreciated - A.I. bot app that predicts financial stock market data	17	Experimental	1	JavaScript
41	tiffanynguyenSF/techcrunch-scraper Uncover AI chip market insights and emerging company valuations.	17	Experimental	3	Jupyter Notebook
42	kalugb/fyp Stock Market Analysis and Prediction using machine learning	14	Experimental	—	HTML
43	PathumDilhara/CSE-Investment-Assistant Artificial intelligence assistant to help in decision making for SL CSE	14	Experimental	1	Jupyter Notebook
44	Manjot7/MarketPulse Real-time stock price prediction pipeline combining FinBERT sentiment...	14	Experimental	—	Jupyter Notebook
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	Tianning-lab/spy-ml-stress-detection Machine Learning model for SPY market stress detection using 72+ technical indicators	14	Experimental	—	HTML
48	prakhar-17/Fintech-YieldCurve-RoboAdvisor Deep learning meets finance: This project combines LSTM-based yield curve...	13	Experimental	—	Jupyter Notebook
49	matthewwangg/trading-algorithm-web-app Web application intended to display predictions from an stock price machine...	12	Experimental	1	TypeScript
50	CSynodinos/Asset-Analyser A Python application for the analysis and prediction (AI/ML) of market...	12	Experimental	6	Python
51	Circle-1/helm-charts Helm charts for Stock-X project	11	Experimental	—	Smarty
52	deenuy/SCS_Stock_Commodity_News SCS_Stock_Commodity_News	10	Experimental	2	JavaScript
53	X-nimesh/Robinhood_AI This is a repository for a share market analysis project built with React...	10	Experimental	2	TypeScript

Comparisons in this category

ai-stock-dashboard and Stock_Predict_Ai (45 vs 43)