Projects in Awesome Lists by malcolmgaynor
A curated list of projects in awesome lists by malcolmgaynor .
https://github.com/malcolmgaynor/mlb-roster-construction-based-on-market-size
Using K-means clustering, linear regression, and multivariate adaptive regression splines (MARS) models
baseball k-means-clustering linear-regression mlb multivariate-adaptive-regression-splines
Last synced: 14 May 2025
https://github.com/malcolmgaynor/nfl-rest-days-effects-on-injuries
Using linear regression with best subset selection and decision trees.
decision-trees football linear-regression nfl
Last synced: 14 May 2025
https://github.com/malcolmgaynor/nba-regular-season-vs.-postseason-play-styles
Using multivariate analysis of variance, logistic regression, and K-means clustering
basketball k-means-clustering logistic-regression manova nba
Last synced: 14 May 2025
https://github.com/malcolmgaynor/home-court-advantage-in-ncaa-basketball
Using multivariate analysis of variance and K-means clustering
basketball k-means-clustering manova ncaa-basketball
Last synced: 14 May 2025
https://github.com/malcolmgaynor/mlb-relief-pitcher-categorization-and-analysis
K-means clustering and gradient boosting (XGBoost)
baseball gradient-boosting k-means-clustering mlb
Last synced: 14 May 2025
https://github.com/malcolmgaynor/a-case-study-in-olympic-weightlifting
Using logistic regression, decision trees, and Markov chains
correlation decision-trees logistic-regression markov-chain olympics weightlifting
Last synced: 14 May 2025
https://github.com/malcolmgaynor/decision-support-system-for-optimal-player-substitutions
Using Optimal Classification/Prescriptive Trees (IAI), K-means clustering, XGBoost. MIT Machine Learning Under a Modern Optimization Lens term project, Fall 2024
football julia k-means-clustering optimal-classification-tree prescriptive-analytics python r soccer sports sports-analytics xgboost
Last synced: 05 Apr 2025
https://github.com/malcolmgaynor/detroit-subway-optimization
MIO Optimization. MIT 15.C57 Final Project: Designing an Optimal Subway Line for Detroit (Station Placement and Network Flow Optimization), Fall 2024
gurobi julia jump mixed-integer-programming network-flow optimization public-transport subway-network
Last synced: 05 Apr 2025