expected-goals 开源项目推荐（112 个）

eddwebster /football_analytics

📊Edd Webster（@eddwebster）的足球分析项目、数据和分析的集合，包括足球分析社区发布的公开可用资源的精选列表。

vickyfriss /Football-analytics

Exploring football and other sports through data. Includes analyses of match events, player performance, xG models, tactical visualizations, and predictive insights.

andrebrener /expected_goals

Machine Learning models to predict goals in football games.

JNoel71 /NHL-Expected-Goals-xG-Model

An NHL expected goals (xG) model built with light gradient boosting.

sertalpbilal /rocket_league_analytics

Fun with Rocket League tracking data

menostayit-ui /pulsebet-studio

Institutional-Grade Live Football Telemetry & Quantitative Value Betting Terminal

icegorilla12 /Expected-Goals

Using wyscout data to create a xG model

r-wisniewski /AHL-xG

An expected goals (xG) model for the AHL. Also applicable to the CHL.

NikosKont /FBref-Scraper

FBref player stats scraper

oguzhansarigol /Expected-Goals-xG-Data-Analysis

We will analyze in our code the expected goal locations of football players based on which areas of the field, at what times, with which feet, using which parts of their bodies, and from which angles and distances they are most likely to score.

jackiectl /GoalForge-AI

该项目在 GitHub 上没有填写描述

andrebrener /football_analytics

Pipeline that ingests football match/event data from the InStat API into PostgreSQL and trains a RandomForest expected-goals (xG) model.

mcavs /Decomposition-of-Expected-Goal-Models

This repository consists the supplemental materials of the paper "Decomposition of Expected Goal Models: Aggregated SHAP Values for Analyzing Scoring Potential of Player/Team".

PuckAPI /claude-sports-analytics

28 free Claude Code skills for NHL analytics, betting models, and hockey research. Works with PuckAPI MCP server for live data.

m-mahadi /top5-football-dataset

Merged top-5 European league player dataset (2024/25-2025/26): 5,693 player-seasons x 233 columns from FBref, Understat, SofaScore and SoFIFA, plus possession-adjusted scouting models. Built because FBref now serves its advanced tables near-empty.

Reymes /football-match-prediction

Calibrated football match prediction & soccer betting model — Dixon-Coles, Poisson, Elo and a LightGBM ensemble with leakage-safe features, walk-forward backtesting, and a paper-money web UI.

GuechtouliAnis /xG-model

An Expected Goals (xG) model built with StatsBomb open data. The project covers data scraping, cleaning, feature engineering, model training, and evaluation to estimate goal probabilities from shot events.

KHALIDMRJ /football-analytics-vaep

⚽ Système d'analyse de matchs de football en Python (POO) — Calcule VAEP, xG, xT à partir de données réelles StatsBomb (FUS Rabat vs FAR). Héritage · Polymorphisme · Encapsulation

heyimjames /touchline-model

The seeded bivariate Poisson Monte Carlo engine behind the World Cup 2026 final model on touchline.watch. ~550 lines of dependency-free TypeScript. Change a number, re-run, watch the probabilities move.

shehab400 /RIVAL-Score

MIT Sloan Sports Analytics Conference 2026 - RIVAL Score: Benchmarking Using Relative Individual Value Assessment