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Vasilis Z's Projects

afl-modelling-session-2019 icon afl-modelling-session-2019

This repo will contain the data and files used in the AFL Modelling Sessions held in April, 2019 in Melbourne, Brisbane, Gold Coast and Sydney.

baseball-simulator icon baseball-simulator

A command-line baseball simulator in Python. Choose two MLB teams from any year with historically accurate rosters, and watch them go head to head! Players unique stats are taken into account during each pitcher-batter matchup.

baseballmarkov icon baseballmarkov

Analysis of baseball states through Markov chains for Retrosheet Event Files.

basketball icon basketball

Includes python code for the basketball chapters of the book

betfair-datascientists.github.io icon betfair-datascientists.github.io

Documentation, guides and articles on creating, developing and implementing automated betting strategies, using data analysis to inform betting models and how to interact with the Betfair API. View online:

cfbfastr icon cfbfastr

An R package to quickly obtain clean and tidy college football play by play data

data-science-ipython-notebooks icon data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

football icon football

A football pricing model using Java and elementary mathematics

football_analytics icon 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.

football_sbm icon football_sbm

Data and code for the article by Basini et al., 2021, arXiv

markdown-here icon markdown-here

Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

mplsoccer icon mplsoccer

Football pitch plotting library for matplotlib

nba-simulation icon nba-simulation

A Shiny app that simulates a basketball game between two different NBA team.

newtonraphson icon newtonraphson

Java implementation of Newton's method for solving bivariate non-linear equation systems

nflplaysim icon nflplaysim

Simplified Simulation of an NFL play given players, statistics, and a playbook.

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