Football Match Prediction ML Frameworks

Tools and projects for predicting football/soccer match outcomes using machine learning, statistical models, and feature engineering. Does NOT include player performance prediction, transfer value prediction, player similarity analysis, or other sports (NFL, rugby, cricket, etc.).

There are 91 football match prediction frameworks tracked. 2 score above 50 (established tier). The highest-rated is mhaythornthwaite/Football_Prediction_Project at 62/100 with 285 stars.

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#	Framework	Score	Tier	Stars	Language
1	mhaythornthwaite/Football_Prediction_Project This project pulls past game data from api-football, and uses this to...	62	Established	285	Python
2	nickpadd/EuropeanFootballLeaguePredictor A machine learning/statistical model to derive prediction probabilities for...	53	Established	75	Python
3	knaggita/Football-Dataset-Analysis Football Dataset Analysis group project	47	Emerging	39	Jupyter Notebook
4	octosport/octopy Python implementation of various soccer/football analytics methods such as...	45	Emerging	73	Jupyter Notebook
5	mcekovic/tennis-crystal-ball Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data...	44	Emerging	284	Java
6	MauroAndretta/AIFootballPredictions AIFootballPredictions is an ML-based system to predict if a football match...	43	Emerging	46	Jupyter Notebook
7	msoczi/football_predictions Predicting the results of matches in European leagues	42	Emerging	31	Jupyter Notebook
8	ratloop/MatchOutcomeAI A data-driven approach to predicting football match outcomes using advanced...	42	Emerging	46	Jupyter Notebook
9	elcaiseri/OpenFPL-Scout-AI AI-powered FPL Scout using historical and live data with ML models to...	41	Emerging	14	JavaScript
10	BrandoPolistirolo/Tennis-Betting-ML Machine Learning model(specifically log-regression with stochastic gradient...	41	Emerging	48	Python
11	WarrierRajeev/UFC-Predictions A web app to predict UFC fights	40	Emerging	131	Jupyter Notebook
12	prathameshtari/Predicting-Football-Match-Outcome-using-Machine-Learning Football Match prediction using machine learning algorithms in jupyter notebook	39	Emerging	99	Jupyter Notebook
13	motapinto/football-classification-predications Supervised Learning Models used to predict outcomes of football matches	39	Emerging	20	Jupyter Notebook
14	uPeppe/fantabeto Machine learning model for predicting Serie A players performance in a...	39	Emerging	54	Jupyter Notebook
15	enrique-lozano/Football-Data-Predictions Python script that shows statistics and predictions about different soccer...	37	Emerging	8	Python
16	victor-iyi/epl-prediction A Machine Learning solution to predicting the outcome of an English Premier...	37	Emerging	10	JavaScript
17	Costasgk/ScoreCast http://scorecast-env.eba-dixbcmhw.eu-central-1.elasticbeanstalk.com/	36	Emerging	13	Python
18	FIFA22-UT-REC/fifa22-ultimate-team-recommender FIFA 22 Ultimate Team Recommender --- Python ML and R pipeline	35	Emerging	9	HTML
19	Caldass/pl-matches-predictor Tool that predicts the outcome of a Premier League match.	34	Emerging	39	Jupyter Notebook
20	fernandosc14/football-prediction Football Prediction is a modern, data-driven platform for forecasting...	33	Emerging	10	Python
21	Omaraitbenhaddi/ODC-World-Cup-2022-Predictions Predict who will win the FIFA World Cup 2022	33	Emerging	8	Jupyter Notebook
22	daniegr/OpenFPL The accurate openly available forecasting method for Fantasy Premier League	33	Emerging	15	Jupyter Notebook
23	wyattowalsh/sports-analytics Data collection, processing, visualization, modeling, and ideation in the...	32	Emerging	36	Jupyter Notebook
24	seanyboi/rugbydata Data updated daily for our rugbypy package.	31	Emerging	11	—
25	sanjeevnara7/FootballPassPrediction Football/Soccer Pass Receiver Prediction using Object Detection/Graph Neural...	31	Emerging	39	Jupyter Notebook
26	hikmatazimzade/tennis-ai Tennis AI to predict the winner in ATP matches with 3 different models and a web UI	31	Emerging	66	Jupyter Notebook
27	CorvusCodex/Basketballai Basketball match winner prediction artificial intelligence	31	Emerging	4	Python
28	saintplay/octopus-paul :soccer: Calculadora interactiva para las eliminatorias del mundial	30	Emerging	2	JavaScript
29	hexacta/fame A PWA that estimate football results for Europe leagues based on the last season	30	Emerging	2	JavaScript
30	sanjitva/Predicting-Football-Player-Transfer-Values Flatiron School Capstone project. Trying to find out how well players'...	29	Experimental	38	Jupyter Notebook
31	fourthDimensional/MatchPredictionAPI A flask webserver to automatically fetch accurate FRC robot statistics...	29	Experimental	3	Python
32	xavigs/tennis-predictor Big Data application to analyse tennis games and predict future events.	29	Experimental	7	Python
33	saheedniyi02/fpl-ai A machine learning system that predicts fpl points of players	28	Experimental	41	Jupyter Notebook
34	zimbakovtech/TennisPrediction ATP Tennis Match Prediction using Machine Learning - 2015-2025	28	Experimental	4	Jupyter Notebook
35	VinGuar/Fantasy-Football-Rankings-With-ML Creates rankings for positional groups in fantasy football based on neural...	27	Experimental	5	HTML
36	bszek213/deepCFB Deep learning to predict college football outcomes	27	Experimental	14	Python
37	vatsinaname/xg-vision Three-layer Expected Goals model with Bayesian player calibration, real-time...	27	Experimental	1	Python
38	andmon97/ATPTennisMatchPredictions Tennis Match Predictions using Machine Learning	26	Experimental	10	Jupyter Notebook
39	abailey81/MatchOracle Deep ensemble EPL match prediction engine — 13 base learners, Dixon-Coles...	25	Experimental	1	Python
40	manoloBengo/haxball-ai Recopilacion de datos de partidos de Haxball, análisis y entrenamiento de...	24	Experimental	2	Jupyter Notebook
41	Monksc/EnglishPremierLeaguePredictions Predicts Matches for the English Premier League. Can be changed for other leagues.	24	Experimental	—	Python
42	redzeptech/Mac-Tahmin-Analizi Skor Mimarı v2.0 — Advanced Football Analytics & Match Prediction Engine....	23	Experimental	1	Python
43	bornamilkovic/ATP-Matches Data analysis and exploration of ATP tennis matches using historical...	23	Experimental	1	R
44	danhdanh618/Soccer-Market-Value-Linear-Regression ⚽ Predict soccer player market values using a linear regression model built...	22	Experimental	—	Jupyter Notebook
45	manuelpeba/football-possession-value Data-driven football possession value model (xT/VAEP) to quantify ball...	22	Experimental	—	Jupyter Notebook
46	pmatorras/footAI End-to-end football analytics system with live Dashboards, Elo ratings, and...	22	Experimental	—	Python
47	NaorTm/football-research Open-data football match prediction research with walk-forward evaluation,...	22	Experimental	—	Python
48	mperi1208/value-bet-model ML investigation into whether public data can generate profitable betting...	22	Experimental	—	Python
49	Dipendra2004/premiervision-epl-predictor AI-powered EPL outcome prediction app built with Streamlit and TensorFlow.	22	Experimental	—	Python
50	aidanjoyner/OHL-xG-Model An XGBoost Expected Goals model for the Ontario Hockey League using 200k+...	22	Experimental	—	Python
51	manuelpeba/football-decision-engine Football decision intelligence system that transforms risk and performance...	22	Experimental	—	Python
52	manuelpeba/world-cup-2026-forecast Football forecasting framework to simulate the FIFA World Cup using team...	22	Experimental	—	Jupyter Notebook
53	tommywood81/tennis-tomorrow-public Sequence-based ATP match prediction using LSTM with calibrated probabilities...	21	Experimental	—	TypeScript
54	aerdem4/google-football Solution to Kaggle's Google Research Football Competition	21	Experimental	14	Python
55	AndresNavarrete/football_predictor Prediction of Premier League results using Machine Learning	20	Experimental	11	Python
56	AnabeatrizMacedo241/Euro2020_ML_Analysis Player and Team analysis using Machine Learning models with useful charts to...	20	Experimental	7	Jupyter Notebook
57	bsobkowicz1096/Football-xG-Predictor A football Expected Goals (xG) prediction model leveraging advanced machine...	20	Experimental	2	Jupyter Notebook
58	AnshChoudhary/xGModel This repository contains code to predict the Expected Goals (xG) from shots...	19	Experimental	16	Jupyter Notebook
59	nifleisch/madden-nfl-prediction Predicting NFL game outcomes using madden player ratings with a regression...	19	Experimental	4	R
60	matecsapo/Fantasy-Premier-League-Model A Fantasy Premier League (FPL) ML Model for predicting points + picking players	19	Experimental	2	Python
61	sfx1200/premierleague-match-predictor-ml End-to-end ML system predicting Premier League 2025-26 match outcomes ·...	18	Experimental	2	Python
62	Noureldin2303/Coach_Advisory_System_Football_Prediction_In_Julia Coach Advisory System And Football Prediction In Julia	18	Experimental	2	Jupyter Notebook
63	N-Elmer/FOOT-FORECASTER TOP 🏆 WINNING FOOTBALL 🏆 TEAMS	18	Experimental	2	JavaScript
64	naguu12/FootballScout-AI-Sistema-Predictivo-de-Talento-Futbol-stico Plataforma de scouting y predicción del rendimiento de futbolistas jóvenes...	17	Experimental	—	Jupyter Notebook
65	mariogutierrezlopez/fantasy-football-ml-predictor Football prediction model for Mister Fantasy using Machine Learning techniques	17	Experimental	—	Python
66	N-Elmer/PREMIER-PREDICT FOOTBALL ⚽ MATCH OUTCOME ⚽ PREDICTOR	17	Experimental	1	Jupyter Notebook
67	wiggapony0925/GoalMine Production-grade, multi-agent AI betting intelligence platform for the 2026...	15	Experimental	2	Python
68	PrajvalN/tennis-performance-modeling ATP tennis match analytics and outcome modeling using Python feature...	14	Experimental	—	Python
69	BrandonLCC/FIFA_ML_Kedro En este proyecto de Machine learning estudiaremos los atributos de los...	14	Experimental	—	Jupyter Notebook
70	mcortes3cc/Alpha_Football Alpha-Football is a programmatic, market-neutral statistical arbitrage...	14	Experimental	—	Python
71	ariadnafruits/football-match-outcome-prediction Machine learning pipeline for football match outcome prediction using...	14	Experimental	—	Jupyter Notebook
72	schrodingerscat69/fpl-model This contains an fpl predictor model for optimizing my transfer options and...	14	Experimental	—	Python
73	Keenan-Penner/Bundesliga_predictor Machine learning project to predict outcome of Bundesliga season	14	Experimental	—	Jupyter Notebook
74	RobertTorres16/football-analytics Análisis estadístico de futbolistas (temporada 2022-2023) mediante PCA,...	14	Experimental	—	HTML
75	WillEdgington/football-torch-project Deep learning football match prediction system with a custom data pipeline,...	14	Experimental	—	Python
76	jjinyy/kleague-analytics Pass destination prediction model for K League event sequence data	14	Experimental	—	Python
77	KrishnaJawale/player-similarity-analyzer Soccer scouting tool. Uses machine learning to analyze player statistics...	13	Experimental	—	JavaScript
78	jmfr65/football-pulse Football Pulse: Open-source football (soccer) match prediction system using...	13	Experimental	—	—
79	douglasbarbosaoliveira/ImpactoAltitudLigaMX A Machine Learning project quantifying the "Oxygen Tax" in Mexican Football...	13	Experimental	—	HTML
80	SankalpMehani/premier-league-predictor This project utilizes machine learning regression algorithms to predict the...	12	Experimental	5	Jupyter Notebook
81	mvirgato/AFL_predictions A bit of fun learning the fundamentals of ML. Uses AFL data to make bad...	12	Experimental	2	Jupyter Notebook
82	axndyg/euros-WebScraping A webscraping project to compile a database of past Eufa Euros competitions...	12	Experimental	5	Jupyter Notebook
83	ShayanShahrabi/EPL_Match_Results_Forcasting Predicting the results of EPL matches	12	Experimental	5	Jupyter Notebook
84	shraddhapattnaik/epl-match-winner-prediction Predicting match winners in the English Premier League using web scraping,...	11	Experimental	—	Jupyter Notebook
85	coderfeye13/IPR-Final-EPL Premier League match outcome prediction using machine learning.	11	Experimental	—	Jupyter Notebook
86	matthewwangg/player-performance-prediction-1.0 Worked with player performance data to create a machine learning model to...	11	Experimental	—	Jupyter Notebook
87	aggstam/PatternRecognition MATLAB scripts predicting match results using Machine Learning, based on...	11	Experimental	—	MATLAB
88	Fer14/futstats Football statistics/visualizations with AI	11	Experimental	4	Jupyter Notebook
89	Mg30/footixify Web app to expose a soccer predictions model	11	Experimental	4	HTML
90	oussamaelmessaoudi/EPL-Predictor-Forecasting-with-Machine-Learning Production-ready big data platform for Premier League top 6 predictions...	10	Experimental	1	TypeScript
91	Abhijith14/Footalytics An intelligent sports search engine using Arria NLG tool	10	Experimental	2	HTML

Comparisons in this category

Football_Prediction_Project and EuropeanFootballLeaguePredictor (62 vs 53) Football_Prediction_Project and MatchOutcomeAI (62 vs 42) Football_Prediction_Project and football_predictions (62 vs 42) Football_Prediction_Project and Football-Data-Predictions (62 vs 37) EuropeanFootballLeaguePredictor and football_predictions (53 vs 42)