xzhangfox / Football-Prediction-by-Bayesian-MethodLinks
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
Sorting:
- Predicting soccer matches outcomes with machine learning as time series.☆105Updated 2 years ago
- ⚽ High-performance football analytics toolkit: build data pipelines, scrape data, model matches, rank teams, and bet smarter | Powered by…☆94Updated 2 weeks ago
- A sports data scraping and analysis tool☆90Updated 2 years ago
- A Python package for training and analyzing expected goals (xG) models in soccer.☆189Updated last year
- Sources for BeatTheBookie☆24Updated 2 years ago
- Training a neural network to predict the outcome of a football match using fifa ratings☆135Updated 2 years ago
- Python implementation of various soccer/football analytics methods such as Poisson goals prediction, Shin method, machine learning predic…☆68Updated 3 years ago
- 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…☆248Updated last month
- Documentation, guides and articles on creating, developing and implementing automated betting strategies, using data analysis to inform b…☆54Updated last week
- Create a database of ⚽️ data from understat.com☆27Updated 3 years ago
- Predicts Daily NBA Games Using a Logistic Regression Model☆130Updated 2 years ago
- Python implementation of Shin's method for calculating implied probabilities from bookmaker odds☆86Updated 3 months ago
- Using a Deep Neural Network (DNN) to predict the results of Premier League Football Matches☆224Updated 2 years ago
- A curated list of football analytics awesome resources, articles, books and more!☆182Updated 3 years ago
- Models for estimating football (soccer) team-strength☆37Updated 3 years ago
- Data and analysis about the FiveThirtyEight Club Soccer Predictions☆15Updated 2 years ago
- To scrape data from fbref.com provided by StatsBomb☆131Updated 3 years ago
- ☆111Updated last year
- A tutorial on using cross validation and calibrating predictions for expected goals models in soccer☆35Updated 5 years ago
- A repository with scraping code and soccer dataset from understat.com.☆69Updated 3 years ago
- This repository contains the code for a conference paper "Predicting the football match winner using LSTM model of Recurrent Neural Netwo…☆62Updated 2 years ago
- Sergio Llana's passing network plots with eventing and tracking football data☆127Updated 5 years ago
- Apply machine learning to predict English Premier League soccer match.☆61Updated 3 years ago
- Python package for scraping soccer data from a variety of sources☆293Updated 3 months ago
- ProphitBet is a Machine Learning Soccer Bet prediction application. It analyzes the form of teams, computes match statistics and predicts…☆414Updated 5 months ago
- A scrape of player and team data from FBref☆45Updated 6 years ago
- This is a web scraper that helps to scrape football data from FBRef.com. It can scrape data from the top 5 Domestic League games. It can …☆26Updated 3 years ago
- Collection of tools and scripts for analysis and visualisation of football data.☆296Updated 3 months ago
- Graphs and passing networks in football.☆122Updated 2 years ago
- Python project trying to facilitate and being a starting point for soccer analytics projects.☆128Updated 5 years ago