xzhangfox / Football-Prediction-by-Bayesian-Method
Established Bayesian models and leveraged historical data to predict home and away teams’ performance. Achieved over 80% prediction accuracy of winning percentage and 53% of the goal prediction.
☆16Updated 5 years ago
Alternatives and similar repositories for Football-Prediction-by-Bayesian-Method:
Users that are interested in Football-Prediction-by-Bayesian-Method are comparing it to the libraries listed below
- Predicting soccer matches outcomes with machine learning as time series.☆103Updated 2 years ago
- R Package for Sports betting☆70Updated last year
- A data-driven approach to predicting football match outcomes using advanced machine learning techniques. This project integrates various …☆29Updated last year
- This project pulls past game data from api-football, and uses this to predict the outcome of future premier league matches with the use o…☆237Updated 9 months ago
- A sports data scraping and analysis tool☆88Updated 2 years ago
- ⚽ High-performance football analytics toolkit: scrape data, model matches, rank teams, and bet smarter | Powered by pena.lt/y/blog 🚀☆74Updated 2 weeks ago
- Python implementation of various soccer/football analytics methods such as Poisson goals prediction, Shin method, machine learning predic…☆66Updated 3 years ago
- A Python package for training and analyzing expected goals (xG) models in soccer.☆183Updated 10 months ago
- Apply machine learning to predict English Premier League soccer match.☆63Updated 3 years ago
- ☆9Updated this week
- This repository contains the code for a conference paper "Predicting the football match winner using LSTM model of Recurrent Neural Netwo…☆60Updated 2 years ago
- A repository with scraping code and soccer dataset from understat.com.☆66Updated 3 years ago
- Models for estimating football (soccer) team-strength☆36Updated 3 years ago
- ☆111Updated last year
- Create a database of ⚽️ data from understat.com☆27Updated 3 years ago
- ☆96Updated 2 years ago
- Football Data Processing & Visualization☆63Updated 10 months ago
- Using decision tree and random forest models, predict the winner of an NBA regular season game☆13Updated 6 years ago
- An API for scraping data from understat.com☆18Updated last year
- A Premier League football dashboard.☆34Updated 7 months ago
- A tutorial on using cross validation and calibrating predictions for expected goals models in soccer☆35Updated 4 years ago
- An extendable Statsbomb API wrapper for data-pipelines☆51Updated 3 years ago
- ☆63Updated last year
- Python package for scraping soccer data from a variety of sources☆282Updated last week
- Documentation, guides and articles on creating, developing and implementing automated betting strategies, using data analysis to inform b…☆53Updated this week
- ☆103Updated 2 years ago
- An R package for soccer modelling☆88Updated 3 years ago
- A curated list of football analytics awesome resources, articles, books and more!☆174Updated 3 years ago
- Betting on the NBA with data☆147Updated 3 months ago
- 🕸️ Collects data from Transfermarkt website☆117Updated 9 months ago