tal boger's repositories
ml-mvp-predict
Using machine learning to predict the MVP
unicorn-index
Introducing a new way to define player uniqueness
2019-draft-ml
Predicting aspects of the 2019 draft with machine learning
draft-class-defenders-ml
Using machine learning to predict the best defenders in the 2018 draft.
positional-clustering
Using k-means clustering to group NBA players by role
ml-all-nba-predict
Using machine learning to predict the All-NBA teams
contract-value
Using machine learning to find the best and worst value contracts
draft-class-shooters-ml
Using machine learning to predict the top shooters in the 2018 draft.
wingspan-height-defense
Finding whether wingspan or height is a better predictor of NBA defense.
all-decade-teams
Determining the 2010s NBA All-Decade team with machine learning
least-most-deserving-mvps
Finding the least and most deserving MVPs of the past decade
lebron-longevity-metric
Introducing LEBRON: Longevity Estimate Based on Recurrent Optimized Network
tanking-markov-chains
Analyzing the viability of tanking with Markov chains
davis-defense
Introducing a holistic and transparent defensive metric
stars-no-max-contracts
Visualizing how much NBA stars would make without max contracts
true-win-shares
Estimating team win probability given player stats
draft-class-distributors-ml
Using machine learning to predict the best distributors in the 2018 draft.
hof-all-star-rookies
Using machine learning to predict hall of famers and all stars from the 2017 draft class
woj-shams-twitter-ai
Generating fake Woj and Shams tweets with AI