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Mike's Projects

awesome-streamlit icon awesome-streamlit

The purpose of this project is to share knowledge on how awesome Streamlit is and can be

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:

cbbmodel icon cbbmodel

A simple linear regression model to predict the point spread of a college basketball game.

cbbscraper icon cbbscraper

College Basketball web scraper that pulls predicted scores from Kenpom HaslaMetrics and BartTorvik as well as betting lines from Fanduel using Selenium

cfb-2 icon cfb-2

Simple College Football Rankings Algorithm and Results

cfb-3 icon cfb-3

win probabilities for college football teams

cfb-4 icon cfb-4

Collection of College Football scrapers and cleaners

cfb-api icon cfb-api

College football API - Programming interface for accessing the college football database

cfb-data icon cfb-data

NPM package for retrieving NCAA football data

cfb-database icon cfb-database

College football database - data store for all sorts of data and statistics pertaining to college football

cfb-machine-learning icon cfb-machine-learning

Predicting the winner of college football games using Scikit-learn and data from sports-reference.com

cfb-pbp-analysis icon cfb-pbp-analysis

Playing around with Python and Jupyter Notebooks using some college football data from CollegeFootballData.com

cfb-rank icon cfb-rank

A college football computer ranking system

cfbbettingmodel icon cfbbettingmodel

Logistic Ridge Regression is used to predict probabilities of covering spreads and totals in college football games. Whitrow's algorithm for simultaneous Kelly bets is implemented to handle the large concentration of bets.

cfbengine icon cfbengine

CFBEngine is a platform for CFB ranking and game prediction algorithms. It downloads and stores team stats, game results, and scheduled games for all FBS teams. The two ranking/prediction applications included that use the platform are DynamiteRankings and SkunkStats.

cfbets icon cfbets

College football betting web app, built with django/bootstrap/jquery

cfbfastr icon cfbfastr

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

cfbprediction icon cfbprediction

An attempt to Predict Over/Under results as well as the Spread for College Football Games

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