expected-goals

There are 3 repositories under expected-goals topic.

• football_analytics

  eddwebster / football_analytics

  📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

  analyticsawesomeawesome-listdata-scienceexpected-goalsfbreffifafootballfootball-analyticsfootball-datafutboloptasoccersoccer-analyticssoccer-datasports-analyticssports-statsstatsbombtransfermarktxg
  Language:Jupyter Notebook 1881

• icegorilla12 / Expected-Goals

  Using wyscout data to create a xG model

  footballmachine-learningexpected-goals
  Language:Jupyter Notebook 4

• r-wisniewski / AHL-xG

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

  hockeyanalyticsahl-xgexpected-goals
  Language:Python 4

• sertalpbilal / rocket_league_analytics

  Fun with Rocket League tracking data

  xg-modeldashboardpc-gaminge-sportsmachine-learningexpected-goalssports-analyticstracking-data
  Language:Jupyter Notebook 4

• 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".

  expected-goalsexplainable-artificial-intelligenceexplainable-machine-learningfootball-analyticsshapley-valuesoccer-analyticsxai
  Language:R 3

• NikosKont / FBref-Scraper

  FBref player stats scraper

  footballfootball-datasoccersoccer-dataexpected-goals
  Language:Jupyter Notebook 3

• ilmuneraka / xg-xgot-statsbomb-worldcup2022

  Building xG and xGOT based on Statsbomb World Cup 2022 Open Data

  expected-goalsfootballfootball-analyticsstatsbombstatsbomb-dataworld-cup-2022
  Language:Jupyter Notebook 1

• jro17002 / OpenXG

  A open source project to develop live xG prediction models from photo and video input using Computer Vision.

  computer-visionexpected-goals
  Language:Python 1

• wswager / womens_soccer_expected_goals_model

  Classification model for expected goals (xG) in women's club soccer, predicting the likelihood that a shot will score using data extracted from StatsBomb.

  expected-goalssoccer-analyticsdata-sciencepythonstatsbombwomens-soccer
  Language:Jupyter Notebook 1

• adastra21 / odds_of_winning

  Analyze the relationship between expected goals and odds of winning a game in the English Premier League

  expected-goalsenglish-premier-leaguesoccer-analyticshierarchical-models
  Language:HTML 0
• Machine-Learning-in-Sports

  gabriel-manfredi / Machine-Learning-in-Sports

  Some projects related to the application of Machine Learning for Sports Analytics

  sportssports-datanba-analyticssoccer-analyticsevent-dataexpected-goalsnba-data
  Language:Jupyter Notebook 0

• JNoel71 / NHL-Expected-Goals-xG-Model

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

  classificationexpected-goalshockeyhockey-analyticshockey-datalight-gradient-boosting-machinemachine-learningnhlnhl-analyticsnhl-datasportssports-analytics
  Language:Python 0

• r-wisniewski / xG-LinearModel

  AHL expected goals linear model in tensorflow

  linear-modelexpected-goalshockey-analyticstensorflow
  Language:Jupyter Notebook 0

• oguzhansarigol / xG_Analysis_Python

  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.

  data-analysis-pythonexpected-goalsnumpypandas-pythonpython
  Language:HTML