• How One setuptools Release Broke Everything, and What We Can Learn From It

    How One setuptools Release Broke Everything, and What We Can Learn From It

    If you work in python package development or maintenance, then your world may have stopped for a few hours on Monday afternoon. To most, it probably felt like one of those “random” errors that pops up one day and is gone the next, but behind the scenes were hundreds of developers arguing back and forth on the public GitHub repository of setuptools over the best way to rectify a breaking change that broke more than anticipated. What Happened? It all started on Monday morning with a major release of setuptools which began failing build for what was previously a deprecation…

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  • Week 11 Elo Win Probabilities

    Week 11 Elo Win Probabilities

    ACC Big Ten Big-12 Pac-12 SEC American Conference USA Independents MAC Mountain West Sun Belt ACC Big Ten Big-12 Pac-12 SEC American Conference USA Independents MAC Mountain West Sun Belt

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  • Week 11 Elo Rankings

    Week 11 Elo Rankings

    It was another week of great night games, as LSU took Alabama to the brink of defeat, and Louisville was about five yards and some better cleats away from beating Clemson. Here are the latest rankings. Texas A&M moved into the Top 5 with a win over Auburn, while Michigan State slid after a loss…

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  • Week 10 Elo Win Probabilities

    Week 10 Elo Win Probabilities

    ACC Big Ten Big-12 Pac-12 SEC American Conference USA Independents MAC Mountain West Sun Belt ACC Big Ten Big-12 Pac-12 SEC American Conference USA Independents MAC Mountain West Sun Belt

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  • Week 10 Elo Rankings

    Week 10 Elo Rankings

    It was spooky season for a few top teams like Florida, Michigan, and Pitt this weekend, who all went home with losses. Georgia continues to make up ground on Alabama, although both made it into the Top 4 of the first College Football Playoff rankings last night. Just missing out were Cincinnati and Ohio State,…

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  • How Accurate is the AP Poll?

    How Accurate is the AP Poll?

    This is an excerpt from a recent edition of the Staturdays newsletter. Subscribe to get weekly content like this in your inbox. One glaring aspect of Elo is its stark contrast to the traditional AP Poll rankings. Just look at the two top 25’s: the first from the AP Poll and the second based on…

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  • Week 9 Elo Rankings

    Week 9 Elo Rankings

    Virginia Tech and Penn State had two of the largest losses in Elo points after disappointing losses to Syracuse and Illinois, the latter of the two going to a record nine overtimes. At one point, the two went back and forth 10 times without converting a single two-point conversion. There was about a 4 in…

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  • Week 9 Elo Win Probabilities

    Week 9 Elo Win Probabilities

    ACC Big Ten Big-12 Pac-12 SEC American Conference USA Independents MAC Mountain West Sun Belt ACC Big Ten Big-12 Pac-12 SEC American Conference USA Independents MAC Mountain West Sun Belt

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  • In-Depth: Predicting Spreads

    In-Depth: Predicting Spreads

    This is an excerpt from a recent edition of the Staturdays newsletter. Subscribe to get weekly content like this in your inbox. Last week we talked at length about Moneylines. This week we’re talking spreads, a topic I tend to avoid. Reason: it’s a lot easier to predict which team is going to win, especially in college football—as…

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  • Week 8 Elo Win Probabilities

    Week 8 Elo Win Probabilities

    ACC Big Ten Big-12 Pac-12 SEC American Conference USA Independents MAC Mountain West Sun Belt ACC Big Ten Big-12 Pac-12 SEC American Conference USA Independents MAC Mountain West Sun Belt

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  • Week 8 Elo Rankings

    Week 8 Elo Rankings

    Another tumultuous week of college football has shaken up the rankings once again. The top 4 stayed put, but some noticeable slides were Texas from 19th to 27th, Penn State being overtaken (who were on a bye week), and four-spot drops each from Iowa and Florida. Teams making upward moves included Michigan State, Oklahoma State,…

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