Python implementation of various soccer/football analytics methods such as Poisson goals prediction, Shin method, machine learning prediction... This is a companion python module for octosport medium blog.
☆76Apr 10, 2022Updated 4 years ago
Alternatives and similar repositories for octopy
Users that are interested in octopy are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Models for estimating football (soccer) team-strength☆39Oct 19, 2021Updated 4 years ago
- A tutorial on using cross validation and calibrating predictions for expected goals models in soccer☆35May 27, 2020Updated 6 years ago
- Comprehensive Guide to explaining, creating and using an xG model☆35Jan 28, 2021Updated 5 years ago
- Established Bayesian models and leveraged historical data to predict home and away teams’ performance. Achieved over 80% prediction accur…☆21Feb 12, 2020Updated 6 years ago
- ⚽ High-performance football analytics: build data pipelines, scrape data, model matches, rank teams, and bet smarter | Powered by www.pen…☆175Jun 9, 2026Updated last week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A python package that is a wrapper for Plotly to generate football tracking and event data plots☆14Aug 11, 2021Updated 4 years ago
- Built a model to predict the outcome of European soccer matches and implemented a betting strategy to give a 9.42% annual ROI.☆14Mar 18, 2019Updated 7 years ago
- This repository includes all the code and data used for developing the expected league points above replacement for soccer as described i…☆14Jan 22, 2019Updated 7 years ago
- Machine Learning models to predict goals in football games.☆12Jun 3, 2026Updated 2 weeks ago
- Implementing ASA's Win Probability Model☆18May 11, 2022Updated 4 years ago
- A model to analyse the performance of soccer players☆13Oct 28, 2020Updated 5 years ago
- Simulator for the UEFA Champions League group stage draw.☆18Aug 31, 2023Updated 2 years ago
- The Jupyter notebooks behind my my matplotlib tutorials.☆36Nov 8, 2022Updated 3 years ago
- mirror for the R package "piratings" https://cran.r-project.org/web/packages/piratings/index.html, calculate dynamic performance ratings…☆14May 17, 2019Updated 7 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ⚽️ Extract, prepare and publish Transfermarkt datasets.☆411Jun 12, 2026Updated last week
- Cool links, research papers, and open source projects related to Machine Learning applied to Soccer (MLonSoccer)☆17Jun 16, 2020Updated 6 years ago
- A curated list of football analytics awesome resources, articles, books and more!☆203Mar 30, 2022Updated 4 years ago
- ⚽🦁☆12Mar 11, 2026Updated 3 months ago
- Predicting soccer matches outcomes with machine learning as time series.☆112Nov 21, 2022Updated 3 years ago
- An example of how to create a xG model using R and Wyscout event data☆81Aug 9, 2023Updated 2 years ago
- Tool that predicts the outcome of a Premier League match.☆39Sep 9, 2021Updated 4 years ago
- Python package for scraping soccer data from a variety of sources☆389May 13, 2026Updated last month
- Backtesting team-strength models☆21Jun 2, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Understanding gender differences in professional European football through Machine Learning interpretability and match actions data. This…☆12Jun 27, 2023Updated 2 years ago
- An extendable Statsbomb API wrapper for data-pipelines☆54Mar 31, 2022Updated 4 years ago
- Implementation of the construction of team models representing the offensive style of play of soccer teams, and analysis based on these m…☆12Oct 17, 2022Updated 3 years ago
- Machine learning scripts using the Kaggle European Soccer Database☆18Jul 9, 2016Updated 9 years ago
- Extensions to the Elo algorithm implemented in JAX☆14Jan 1, 2023Updated 3 years ago
- Pairwise comparisons with flexible time-dynamics.☆62Sep 5, 2025Updated 9 months ago
- ☆16Apr 29, 2023Updated 3 years ago
- Easily stream StatsBomb data into Python☆718Jun 4, 2026Updated 2 weeks ago
- A multiplicative rating model for football written in Python☆17Mar 14, 2026Updated 3 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Machine Learning Model for Sport Predictions (Football, Basketball, Baseball, Hockey, Soccer & Tennis)☆280Feb 12, 2017Updated 9 years ago
- A sports data scraping and analysis tool☆93Dec 8, 2022Updated 3 years ago
- Repositório para compartilhamento de informação do projeto LAMFOOT☆30Sep 18, 2020Updated 5 years ago
- Using a Deep Neural Network (DNN) to predict the results of Premier League Football Matches☆225Dec 19, 2022Updated 3 years ago
- A repository for analysis on Expected Goals using StatsBomb and Wyscout data☆56Sep 13, 2022Updated 3 years ago
- 🌎 🖥 Supercharge your scraper to extract quality page metadata by parsing JSON-LD data via Python's extruct library.☆15Updated this week
- a shot at coordinating open source football analytics builders to work towards common standards with interoperability as the goal☆19Jul 27, 2022Updated 3 years ago