Pinned Repositories
adjusted_plusminus
Data and R code to calculate the adjusted plus minus in basketball
BT-model
An example of Bradley-Terry model with win-loss relationships in the NBA
eLPAR-soccer
This repository includes all the code and data used for developing the expected league points above replacement for soccer as described in "Positional Value in Soccer: Expected League Points Added above Replacement"
HotHand-NBA-Tracking
NBA-pbp
R code for downloading NBA play-by-play data for the 2017-18 season
NBA-ref-analysis
NBA_Shot_Data
This repository includes the NBA shot data used in our paper:
NBA_Tutorials
Tutorials for processing nba data
NFL-ExpectedPoints-Ratings
This repository includes the code for obtaining NFL team ratings in terms of expected points. The method is described in our work: "Evaluating NFL plays: Expected points adjusted for schedule"
ShapleyPlayerValue
kpelechrinis's Repositories
kpelechrinis/NBA-ref-analysis
kpelechrinis/HotHand-NBA-Tracking
kpelechrinis/ShapleyPlayerValue
kpelechrinis/covid19-truecases
kpelechrinis/AnalyticsChallenge2020
Home of the 2020 SIS Analytics Challenge
kpelechrinis/NBA-topshot-anomalous-trades
kpelechrinis/NFL-leading-effects
kpelechrinis/covid-20
A collection of work related to COVID-19
kpelechrinis/epiDAMIK20-COVID
kpelechrinis/EuroLeagueSimulation
kpelechrinis/GreekBasketLeagueSimulation
kpelechrinis/NBAapi
Extract information from NBA api
kpelechrinis/seirsplus
Models of SEIRS epidemic dynamics with extensions, including network-structured populations, testing, contact tracing, and social distancing.
kpelechrinis/coronavirus-ts
Bokeh app for visualizing the timeseries for the coronavirus data obtained from John Hopkins.
kpelechrinis/COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
kpelechrinis/covid-19-data
An ongoing repository of data on coronavirus cases and deaths in the U.S.
kpelechrinis/covid19-incubation
kpelechrinis/Euler-Lotka-R0
kpelechrinis/foul_accumulation_nba
Code for foul accumulation paper
kpelechrinis/L2M
Last two minute report data from the NBA
kpelechrinis/populartimes
kpelechrinis/probabilistic_merge_rank
kpelechrinis/RFCDE
Random Forests for Conditional Density Estimation
kpelechrinis/safegraph_py
Python code for common, repeatable data wrangling and analysis of SafeGraph data
kpelechrinis/ShotSongs
kpelechrinis/socialways
Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs
kpelechrinis/sports_ai
computer vision and sports
kpelechrinis/UrbanEpidemicSim
kpelechrinis/urbanopticon-london
🏬🏡 Urban experiment and game. Done in partnership with University of Cambridge, the goal was to extract a partial psychological map of London following Stanley Milgram's 1972 experiment in New York. Results have been publish in the 22nd International World Wide Web Conference.
kpelechrinis/us-potus-model
Code for a dynamic multilevel Bayesian model to predict US presidential elections. Written in R and Stan.