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Rewrote BayesianHierarchicalGoalModel model into Stan instead of pymc and updated prediction method to integrate over the posterior rather than just sampling the mid-point
Rewrote BayesianRandomInterceptGoalModel into Stan instead of pymc, updated model to use a more accurate random intercept, and updated prediction method to integrate over the posterior rather than just sampling the mid-point
Rewrote BayesianBivariateGoalModel into Stan instead of pymc, improved model so converges better, and updated prediction method to integrate over the posterior rather than just sampling the mid-point
Added BayesianSkellamGoalModel model for predicting outcomes of football (soccer) matches based on the Skellam distribution
Removed obsolete sofifa and espn scrapers
Optimised RPS calculation
Optimised ELO code
Optimised Kelly Criterion code
Updated FootballProbabilityGrid to store its internal matrix as a numpy array