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 81 football match prediction frameworks tracked. 1 score above 50 (established tier). The highest-rated is mhaythornthwaite/Football_Prediction_Project at 55/100 with 285 stars.

Get all 81 projects as JSON

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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...	55	Established	285	Python
2	nickpadd/EuropeanFootballLeaguePredictor A machine learning/statistical model to derive prediction probabilities for...	46	Emerging	75	Python
3	knaggita/Football-Dataset-Analysis Football Dataset Analysis group project	40	Emerging	39	Jupyter Notebook
4	octosport/octopy Python implementation of various soccer/football analytics methods such as...	38	Emerging	73	Jupyter Notebook
5	mcekovic/tennis-crystal-ball Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data...	37	Emerging	284	Java
6	MauroAndretta/AIFootballPredictions AIFootballPredictions is an ML-based system to predict if a football match...	36	Emerging	46	Jupyter Notebook
7	msoczi/football_predictions Predicting the results of matches in European leagues	35	Emerging	31	Jupyter Notebook
8	ratloop/MatchOutcomeAI A data-driven approach to predicting football match outcomes using advanced...	35	Emerging	46	Jupyter Notebook
9	BrandoPolistirolo/Tennis-Betting-ML Machine Learning model(specifically log-regression with stochastic gradient...	34	Emerging	48	Python
10	elcaiseri/OpenFPL-Scout-AI AI-powered FPL Scout using historical and live data with ML models to...	34	Emerging	14	JavaScript
11	WarrierRajeev/UFC-Predictions A web app to predict UFC fights	33	Emerging	131	Jupyter Notebook
12	prathameshtari/Predicting-Football-Match-Outcome-using-Machine-Learning Football Match prediction using machine learning algorithms in jupyter notebook	32	Emerging	99	Jupyter Notebook
13	motapinto/football-classification-predications Supervised Learning Models used to predict outcomes of football matches	32	Emerging	20	Jupyter Notebook
14	uPeppe/fantabeto Machine learning model for predicting Serie A players performance in a...	32	Emerging	54	Jupyter Notebook
15	enrique-lozano/Football-Data-Predictions Python script that shows statistics and predictions about different soccer...	30	Emerging	8	Python
16	victor-iyi/epl-prediction A Machine Learning solution to predicting the outcome of an English Premier...	30	Emerging	10	JavaScript
17	Costasgk/ScoreCast http://scorecast-env.eba-dixbcmhw.eu-central-1.elasticbeanstalk.com/	29	Experimental	13	Python
18	FIFA22-UT-REC/fifa22-ultimate-team-recommender FIFA 22 Ultimate Team Recommender --- Python ML and R pipeline	28	Experimental	9	HTML
19	Caldass/pl-matches-predictor Tool that predicts the outcome of a Premier League match.	27	Experimental	39	Jupyter Notebook
20	fernandosc14/football-prediction Football Prediction is a modern, data-driven platform for forecasting...	27	Experimental	10	Python
21	daniegr/OpenFPL The accurate openly available forecasting method for Fantasy Premier League	27	Experimental	15	Jupyter Notebook
22	vatsinaname/xg-vision Three-layer Expected Goals model with Bayesian player calibration, real-time...	27	Experimental	1	Python
23	Omaraitbenhaddi/ODC-World-Cup-2022-Predictions Predict who will win the FIFA World Cup 2022	26	Experimental	8	Jupyter Notebook
24	fourthDimensional/MatchPredictionAPI A flask webserver to automatically fetch accurate FRC robot statistics...	25	Experimental	3	Python
25	wyattowalsh/sports-analytics Data collection, processing, visualization, modeling, and ideation in the...	25	Experimental	36	Jupyter Notebook
26	seanyboi/rugbydata Data updated daily for our rugbypy package.	24	Experimental	11	—
27	sanjeevnara7/FootballPassPrediction Football/Soccer Pass Receiver Prediction using Object Detection/Graph Neural...	24	Experimental	39	Jupyter Notebook
28	CorvusCodex/Basketballai Basketball match winner prediction artificial intelligence	24	Experimental	4	Python
29	Monksc/EnglishPremierLeaguePredictions Predicts Matches for the English Premier League. Can be changed for other leagues.	24	Experimental	—	Python
30	hikmatazimzade/tennis-ai Tennis AI to predict the winner in ATP matches with 3 different models and a web UI	24	Experimental	66	Jupyter Notebook
31	redzeptech/Mac-Tahmin-Analizi Skor Mimarı v2.0 — Advanced Football Analytics & Match Prediction Engine....	23	Experimental	1	Python
32	bornamilkovic/ATP-Matches Data analysis and exploration of ATP tennis matches using historical...	23	Experimental	1	R
33	saintplay/octopus-paul :soccer: Calculadora interactiva para las eliminatorias del mundial	23	Experimental	2	JavaScript
34	abailey81/MatchOracle Deep ensemble EPL match prediction engine — 13 base learners, Dixon-Coles...	23	Experimental	1	Python
35	hexacta/fame A PWA that estimate football results for Europe leagues based on the last season	23	Experimental	2	JavaScript
36	NaorTm/football-research Open-data football match prediction research with walk-forward evaluation,...	22	Experimental	—	Python
37	xavigs/tennis-predictor Big Data application to analyse tennis games and predict future events.	22	Experimental	7	Python
38	tommywood81/tennis-tomorrow-public Sequence-based ATP match prediction using LSTM with calibrated probabilities...	22	Experimental	—	TypeScript
39	sanjitva/Predicting-Football-Player-Transfer-Values Flatiron School Capstone project. Trying to find out how well players'...	22	Experimental	38	Jupyter Notebook
40	zimbakovtech/TennisPrediction ATP Tennis Match Prediction using Machine Learning - 2015-2025	22	Experimental	4	Jupyter Notebook
41	Dipendra2004/premiervision-epl-predictor AI-powered EPL outcome prediction app built with Streamlit and TensorFlow.	22	Experimental	—	Python
42	aidanjoyner/OHL-xG-Model An XGBoost Expected Goals model for the Ontario Hockey League using 200k+...	22	Experimental	—	Python
43	pmatorras/footAI End-to-end football analytics system with live Dashboards, Elo ratings, and...	22	Experimental	—	Python
44	manuelpeba/football-decision-engine Football decision intelligence system that transforms risk and performance...	22	Experimental	—	Python
45	manuelpeba/world-cup-2026-forecast Football forecasting framework to simulate the FIFA World Cup using team...	22	Experimental	—	Jupyter Notebook
46	manuelpeba/football-possession-value Data-driven football possession value model (xT/VAEP) to quantify ball...	22	Experimental	—	Jupyter Notebook
47	danhdanh618/Soccer-Market-Value-Linear-Regression ⚽ Predict soccer player market values using a linear regression model built...	22	Experimental	—	Jupyter Notebook
48	mperi1208/value-bet-model ML investigation into whether public data can generate profitable betting...	22	Experimental	—	Python
49	saheedniyi02/fpl-ai A machine learning system that predicts fpl points of players	21	Experimental	41	Jupyter Notebook
50	VinGuar/Fantasy-Football-Rankings-With-ML Creates rankings for positional groups in fantasy football based on neural...	20	Experimental	5	HTML
51	bszek213/deepCFB Deep learning to predict college football outcomes	20	Experimental	14	Python
52	andmon97/ATPTennisMatchPredictions Tennis Match Predictions using Machine Learning	19	Experimental	10	Jupyter Notebook
53	manoloBengo/haxball-ai Recopilacion de datos de partidos de Haxball, análisis y entrenamiento de...	17	Experimental	2	Jupyter Notebook
54	sfx1200/premierleague-match-predictor-ml End-to-end ML system predicting Premier League 2025-26 match outcomes ·...	16	Experimental	2	Python
55	matecsapo/Fantasy-Premier-League-Model A Fantasy Premier League (FPL) ML Model for predicting points + picking players	16	Experimental	2	Python
56	bsobkowicz1096/Football-xG-Predictor A football Expected Goals (xG) prediction model leveraging advanced machine...	16	Experimental	2	Jupyter Notebook
57	jmfr65/football-pulse Football Pulse: Open-source football (soccer) match prediction system using...	15	Experimental	—	—
58	mariogutierrezlopez/fantasy-football-ml-predictor Football prediction model for Mister Fantasy using Machine Learning techniques	15	Experimental	—	Python
59	naguu12/FootballScout-AI-Sistema-Predictivo-de-Talento-Futbol-stico Plataforma de scouting y predicción del rendimiento de futbolistas jóvenes...	15	Experimental	—	Jupyter Notebook
60	Keenan-Penner/Bundesliga_predictor Machine learning project to predict outcome of Bundesliga season	14	Experimental	—	Jupyter Notebook
61	aerdem4/google-football Solution to Kaggle's Google Research Football Competition	14	Experimental	14	Python
62	saldanaj27/StatStack A data-first NFL decision engine — ML predictions, team trends, player...	14	Experimental	—	Python
63	PrajvalN/tennis-performance-modeling ATP tennis match analytics and outcome modeling using Python feature...	14	Experimental	—	Python
64	WillEdgington/football-torch-project Deep learning football match prediction system with a custom data pipeline,...	14	Experimental	—	Python
65	schrodingerscat69/fpl-model This contains an fpl predictor model for optimizing my transfer options and...	14	Experimental	—	Python
66	jjinyy/kleague-analytics Pass destination prediction model for K League event sequence data	14	Experimental	—	Python
67	RobertTorres16/football-analytics Análisis estadístico de futbolistas (temporada 2022-2023) mediante PCA,...	14	Experimental	—	HTML
68	ariadnafruits/football-match-outcome-prediction Machine learning pipeline for football match outcome prediction using...	14	Experimental	—	Jupyter Notebook
69	coderfeye13/IPR-Final-EPL Premier League match outcome prediction using machine learning.	14	Experimental	—	Jupyter Notebook
70	mcortes3cc/Alpha_Football Alpha-Football is a programmatic, market-neutral statistical arbitrage...	14	Experimental	—	Python
71	BrandonLCC/FIFA_ML_Kedro En este proyecto de Machine learning estudiaremos los atributos de los...	14	Experimental	—	Jupyter Notebook
72	AndresNavarrete/football_predictor Prediction of Premier League results using Machine Learning	13	Experimental	11	Python
73	AnabeatrizMacedo241/Euro2020_ML_Analysis Player and Team analysis using Machine Learning models with useful charts to...	13	Experimental	7	Jupyter Notebook
74	wiggapony0925/GoalMine Production-grade, multi-agent AI betting intelligence platform for the 2026...	13	Experimental	2	Python
75	AnshChoudhary/xGModel This repository contains code to predict the Expected Goals (xG) from shots...	12	Experimental	16	Jupyter Notebook
76	nifleisch/madden-nfl-prediction Predicting NFL game outcomes using madden player ratings with a regression...	12	Experimental	4	R
77	douglasbarbosaoliveira/ImpactoAltitudLigaMX A Machine Learning project quantifying the "Oxygen Tax" in Mexican Football...	11	Experimental	—	HTML
78	N-Elmer/FOOT-FORECASTER TOP 🏆 WINNING FOOTBALL 🏆 TEAMS	11	Experimental	2	JavaScript
79	KrishnaJawale/player-similarity-analyzer Soccer scouting tool. Uses machine learning to analyze player statistics...	11	Experimental	—	JavaScript
80	Noureldin2303/Coach_Advisory_System_Football_Prediction_In_Julia Coach Advisory System And Football Prediction In Julia	11	Experimental	2	Jupyter Notebook
81	N-Elmer/PREMIER-PREDICT FOOTBALL ⚽ MATCH OUTCOME ⚽ PREDICTOR	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Football_Prediction_Project and EuropeanFootballLeaguePredictor (55 vs 46) Football_Prediction_Project and MatchOutcomeAI (55 vs 35) Football_Prediction_Project and football_predictions (55 vs 35) Football_Prediction_Project and Football-Data-Predictions (55 vs 30)