Stock Market Prediction ML Frameworks

Web applications and ML models for forecasting stock prices and market trends using historical data and algorithmic trading strategies. Does NOT include general time-series forecasting, portfolio optimization, or financial sentiment analysis unrelated to price prediction.

There are 102 stock market prediction frameworks tracked. 3 score above 50 (established tier). The highest-rated is NGYB/Stocks at 61/100 with 372 stars.

Get all 102 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	NGYB/Stocks Programs for stock prediction and evaluation	61	Established	372	Jupyter Notebook
2	kaushikjadhav01/Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis Stock Market Prediction Web App based on Machine Learning and Sentiment...	51	Established	874	Python
3	LinLidi/StockSensation 基于情感字典和机器学习的股市舆情情感分类可视化	50	Established	341	Python
4	madhurimarawat/Stock-Market-Prediction This repository began as a 7th-semester minor project and evolved into our...	49	Emerging	19	Jupyter Notebook
5	Kumar-laxmi/Stock-Prediction-System-Application Stock Prediction System is a ML based website designed using Django's ...	47	Emerging	110	HTML
6	DMTSource/daily-stock-forecast Daily Stock Forecasts using Machine Learning & Python	43	Emerging	358	HTML
7	sumittttttt/Stock-market-prediction-and-screener In Stock Market Prediction, our aim is to build an efficient Machine...	43	Emerging	51	Jupyter Notebook
8	shabh2412/stock_price_prediction_application This project aims to develop a stock prediction application using Machine Learning	43	Emerging	54	Python
9	evgeniavolkova/kagglejanestreet Solution for the Jane Street 2024 Kaggle competition.	43	Emerging	218	Python
10	Ronak-59/Stock-Prediction Smart Algorithms to predict buying and selling of stocks on the basis of...	42	Emerging	217	JavaScript
11	DataRohit/Stockastic Stockastic is an ML-powered stock price prediction app built with Python and...	42	Emerging	21	Jupyter Notebook
12	victor369basu/Real-time-stock-market-prediction In this repository, I have developed the entire server-side principal...	41	Emerging	648	JavaScript
13	krishnaKanta2008/PredictHub PredictHub is a sophisticated stock price prediction platform that combines...	39	Emerging	16	TypeScript
14	tomtom94/stockmarketpredictions Educational predictions on stock market with Tensorflow.js sequential RNN...	39	Emerging	29	JavaScript
15	LeoRigasaki/stock-market-prediction-engine Advanced ML system for stock market prediction with real-time data and...	38	Emerging	9	Python
16	CorvusCodex/FiAi Simple Finance Forecasting Ai. This Ai Model uses historical price data to...	37	Emerging	15	Python
17	abdellatif-laghjaj/stock-market-prediction Welcome to the Stock Market Prediction Web App repository! This project aims...	37	Emerging	16	Python
18	AI4Finance-Foundation/Quantifying-ESG-Alpha-using-Scholar-Big-Data-ICAIF-2020 Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.	37	Emerging	77	Jupyter Notebook
19	whysosaket/SixthSense A sandbox simulator for stock market prediction using ML model.	36	Emerging	12	JavaScript
20	subhayu99/finadict A webapp to predict financial prices	34	Emerging	14	Python
21	soumallyadev07/StockPilePeer Stock Pile Peer is a simple flask application that uses Machine Learning to...	34	Emerging	3	JavaScript
22	thinker84/Real-Time-stock-price-prediction-and-market-analysis-using-Machine-Learning Real-time stock price prediction app using LSTM, Streamlit, and historical...	32	Emerging	14	Python
23	ewliang/Stock-Predictor A simple stock predictor webapp using brain.js LSTM neural network.	32	Emerging	1	JavaScript
24	debasishray16/StockPredictor This project basically aims to provide a visual representation and...	31	Emerging	1	JavaScript
25	Jatin-Goyal-552/Stock_Price_Predicton A web app to fetch and visualize stock data of many companies using yfinance...	31	Emerging	25	Jupyter Notebook
26	Abhishek-Mallick/Predict-Bay PredictBay aims to revolutionize decision-making in investment strategies...	31	Emerging	3	JavaScript
27	nicolaswilches/daily-trading-system A trading system with daily stock price predictions.	30	Emerging	2	Python
28	PhongCT1105/S-P_500_Stock_Prediction Advanced Stock Price Prediction Tool using ARIMA and LSTM models with a...	30	Emerging	2	Jupyter Notebook
29	cn-vhql/Futures_ML 一个基于机器学习的期货价格预测系统，使用Streamlit构建交互式Web界面，支持多种技术指标分析和智能预测。	30	Emerging	7	Python
30	vishal815/-Stock-market-Prediction-with-Machine-Learning-Django Developed ML/DL based a web application for stock price prediction based on...	30	Emerging	33	Python
31	steveive8/standard-portfolio State Panel of Financial data of DOW, KOSPI, KOSDAQ, US 30 FUTURES, WTI,...	29	Experimental	1	JavaScript
32	nicholas-dinicola/Forecasting-stock-prices-based-on-semantic-analysis-of-business-news-and-social-media-posts It is well-known that stock price movements are highly sensitive to...	29	Experimental	7	Jupyter Notebook
33	brodyu/predicting-earnings-surprises Analysis of financial earnings data and forecasting earnings surprises...	28	Experimental	8	Jupyter Notebook
34	shubh123a3/Stock-Market-Anomaly-Detection Analyze GameStop (GME) stock data using various anomaly detection methods...	28	Experimental	11	Jupyter Notebook
35	YichengYang-Ethan/ESG-Driven-Stock-Value-Prediction Stock value prediction using ESG factors — Random Forest, walk-forward backtesting	28	Experimental	3	Jupyter Notebook
36	LucasDiogo96/Stock-Market-Prediction This project aims to predict future values on the stock market for a stock...	28	Experimental	10	Jupyter Notebook
37	imsanjoykb/Recession-Indicator-Research This paper studies the infromation content of the yield curve as recession...	28	Experimental	8	Jupyter Notebook
38	Thoughtscript/x_team_tensorflow_js WIP TensorFlowJS Stock Prediction	27	Experimental	12	JavaScript
39	Innovative-Sam/stock-price-prediction 📈 Predict stock prices using real-time data from Yahoo Finance with a...	27	Experimental	1	Jupyter Notebook
40	dspytdao/dspytai EVMOS blockchain Dapp that utilizes on-chain data to model potential price...	27	Experimental	11	Jupyter Notebook
41	felixxmulya/bursalens Analyze and predict stock Indonesian market using nextjs, and python for LLM	26	Experimental	5	TypeScript
42	YichengYang-Ethan/Market-Bubble-Index-Dashboard Market Bubble Index — 7-indicator composite dashboard with drawdown...	26	Experimental	2	Python
43	XBastille/FoxTrend FoxTrend uses advanced machine learning to provide insightful stock price...	25	Experimental	4	CSS
44	ErikGartner/stocky Stock prediction using JavaML and WEKA.	24	Experimental	4	Java
45	Razalkr70/Stock-Market-Prediction A Flask-based web app that predicts future stock prices using an LSTM deep...	24	Experimental	4	HTML
46	Incharajayaram/stock_price_prediction_project This is a web app, that is used to predict future stock prices. The machine...	23	Experimental	3	Jupyter Notebook
47	codedevrosh/stock_price_prediction End-to-end multi-stock forecasting platform using LSTM, Prophet, ARIMA &...	22	Experimental	1	Jupyter Notebook
48	Sudarshan-t-1999/mutual-fund-return-forecasting Machine learning system for forecasting mutual fund forward returns using...	22	Experimental	—	Jupyter Notebook
49	Sharan0555/StockPricePrediction ML-powered stock price prediction platform using LSTM, FastAPI, and Next.js"	22	Experimental	—	Python
50	NasdormML/Moex_predict Next 5 days ticker closing price forecast.	22	Experimental	—	Python
51	kharatpatil/stock-prediction Stock Prediction GUI using Streamlit, Prophet, and scikit-learn for...	22	Experimental	1	HTML
52	ingo-stallknecht/volatility-nowcasting Predicting S&P 500 realized volatility from market data + news. Full...	22	Experimental	—	Jupyter Notebook
53	shahfazliz/neural-stocks To study the application of neural network (sub branch of Artificial...	22	Experimental	2	JavaScript
54	Gimkhana/ML This repository contains three machine learning projects examining price...	21	Experimental	—	Jupyter Notebook
55	Revant-1/Mini-Project-StockX- This our Second Year mini-Project , This have 4 main functionality , Stock...	21	Experimental	1	JavaScript
56	Team-Microsoft/AI-stock-predict Multi-model stock price forecasting platform leveraging machine learning and...	21	Experimental	—	TypeScript
57	The-Predictbay/Predictbay-V3 PredictBay is an innovative project that aims to revolutionize...	21	Experimental	1	JavaScript
58	ihsan31415/ihsg-news-analyst predicting the price change of a indonesian stock index using the news	20	Experimental	4	Python
59	hwan0050/stock-predictor 🚀 주가 예측 웹 애플리케이션 - React·Java·Python	20	Experimental	1	JavaScript
60	aaronlam88/cmpe295 Trying to use power of machine learning to predict stock prices	20	Experimental	5	JavaScript
61	pointlander/clairvoyant Stock market predictions	19	Experimental	4	Go
62	J0-Y0/stock_market_data_analysis This project performs Exploratory Data Analysis (EDA) on the Financial News...	19	Experimental	3	Jupyter Notebook
63	M-Taghizadeh/Dollar_Rial_Price_Dataset In this dataset, the price of the dollar to the Iranian rial in the years...	19	Experimental	29	Python
64	Vraid-Systems/ml_timeseries_predictions predictions from https://github.com/Vraid-Systems/ml_timeseries	19	Experimental	3	JavaScript
65	ndk123-web/stock_insight A Django web app that fetches stock price history using yfinance, displays...	19	Experimental	1	JavaScript
66	srinivasRM/Mutual-funds-Analysis-and-prediction In this project I have performed analysis and prediction on 1,3,and 5 year...	19	Experimental	14	Jupyter Notebook
67	zeeshan457/Stocks-Processing-Web-Application Allows users to make market predictions using machine learning.	19	Experimental	1	Java
68	ritikpandey01/Stock-Prediction-Pro "Advanced stock price prediction and analysis tool built with Streamlit and...	18	Experimental	2	—
69	priyanshsaxena/techmeet Stock Market Analysis (5th Inter-IIT Tech Meet), IIT Mandi	18	Experimental	2	JavaScript
70	abideenml/Tesseract-StockMarket-ForecastingEngine Tesseract: Stock Market Forecasting 📈 Engine with JavaFX, Alpaca Trading and...	17	Experimental	1	Java
71	shubham-chhetri/NLPStockPrediction Web app for stock price prediction with visualization using LSTM, Tensorflow...	17	Experimental	1	HTML
72	Bilgee135/market-prediction-platform S&P 500 weekly price prediction platform built with React, Node.js, and...	17	Experimental	1	HTML
73	Shourya0609/forecasting_the_US_treasury_yield_curve 📈 Forecast U.S. Treasury yield curves with a robust machine learning...	16	Experimental	—	Assembly
74	22MH1A42G1/Predicting-Stock-Price-Direction-using-Support-Vector-Machines Predicting stock price direction is a key goal for traders and analysts....	16	Experimental	3	Jupyter Notebook
75	Vixcy300/protothon-hackathon2025 AI-powered stock market prediction dashboard using deep learning, NLP...	15	Experimental	5	Python
76	HuyLe3011/Stock_Price_Prediction_using_LSTM_and_GRU Interactive Streamlit web app deploying a hybrid LSTM-GRU neural network to...	14	Experimental	—	Python
77	MichalPytlarz/Live_stock_analysis Fundamental and sentimental (NLP) analysis, Kalman Filter for stock market analysis	14	Experimental	—	Python
78	YASH-2305/IPO-Performance-Analyzer Machine learning-based IPO Performance Analyzer that predicts listing gains...	14	Experimental	—	Jupyter Notebook
79	Vinbw/financial-time-series-ml-analysis Machine learning analysis comparing Ethereum and Novo Nordisk price dynamics...	14	Experimental	—	Jupyter Notebook
80	delabrov/MarketIA Projet de ML appliqué à la finance visant à prédire les rendements J+1 de...	14	Experimental	—	Python
81	Poojan2207/Stock-market-forecasting A Streamlit web app that fetches live stock data from Yahoo Finance, runs...	14	Experimental	—	Python
82	ridham44/Stock-market-Prediction-with-Machine-Learning-Django Stock Market Prediction Web App \| Django & ML \| Interactive Data Visualizations	14	Experimental	6	Python
83	Shivu7889/YesBank_StockPrice_Prediction Predicting Yes Bank's monthly stock closing price using Ridge Regression,...	14	Experimental	—	Jupyter Notebook
84	Devanik21/Netflix-Stocks-APP NFLX stock analysis Streamlit dashboard — candlestick charts,...	14	Experimental	—	Jupyter Notebook
85	strattyx/timeseriesgui Simple ReactJS app that compiles and trains neural nets based off...	14	Experimental	1	JavaScript
86	easypeasysaral/stockpredictionmodel Full-stack ML system for real-time stock direction prediction using FastAPI,...	13	Experimental	—	JavaScript
87	sshourya5969/stock-price-prediction-ml Twitter sentiment and engagement analysis using R with visualization and...	13	Experimental	—	R
88	Jadaunkg/ai-stock-predictions An intelligent stock Price prediction platform built with Python & Flask....	13	Experimental	3	Python
89	h4sh1r/Stocks-Price-Predictor-App An AI-powered Streamlit app that predicts stock prices using LSTM,...	13	Experimental	—	Python
90	derrix060/PredictionStocks This project was created to make the creation of neural networks focused on...	12	Experimental	8	Java
91	shortthirdman/StockPriceForecastHub Stock Price Forecasting Using Machine Learning Models	11	Experimental	—	—
92	AmitOmjeeSharma/Stock-Market-Predication This project combines machine learning and natural language processing to...	11	Experimental	3	Jupyter Notebook
93	oussama-aouini/nfts-pricing-prediction Predicting prices & sales of NFTs collections in the solana blockchain	11	Experimental	3	JavaScript
94	kheller18/venture-capital-funding-ml Machine learning analysis of whether a company's stock price will rise or fall	11	Experimental	—	Jupyter Notebook
95	matteopolak/stock-predict Stock prediction with LSTM using TensorFlow and TypeScript.	11	Experimental	—	TypeScript
96	adityaa-more/Stock-Price-Prediction A comprehensive Stock Market Prediction tool using LSTM models and a...	11	Experimental	4	Jupyter Notebook
97	deepraj21/Predictbay PredictBay is an innovative project that aims to revolutionize...	11	Experimental	4	JavaScript
98	Marouf-Haider/Support-Vector-Machine 📊 Predicting stock price direction using Support Vector Machine (SVM), with...	10	Experimental	1	Jupyter Notebook
99	Vraid-Systems/ml_timeseries predict the future of time series data	10	Experimental	2	JavaScript
100	Abhishek-Mallick/Predict-Bay-v1 This is a Streamlit app for predicting stock prices. It uses data from Yahoo...	10	Experimental	2	JavaScript
101	EU1182053/BE-Project Stock price predictions.	10	Experimental	2	HTML
102	Leyan0109/FYP_Malaysia-CPI-Forecasting This Final Year Project compares the performance of four machine and deep...	10	Experimental	1	—

Comparisons in this category

Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis and Stock-Market-Prediction (51 vs 49) Stock-Market-Prediction-Web-App-using-Machine-Learning-And-Sentiment-Analysis and stock-market-prediction (51 vs 37) Stock-market-prediction-and-screener and stock-market-prediction (43 vs 37)