EvanZ / ppl-pm
Using probabilistic programming to infer player ratings from matchup data.
☆13Updated 3 years ago
Related projects: ⓘ
- ☆12Updated 3 years ago
- ☆10Updated 4 years ago
- Code examples for using the pbpstats.com API☆11Updated 2 years ago
- using probabilistic programming to build win probability model for NCAAM basketball☆16Updated 3 years ago
- A package to parse NBA play by play pandas dataframes and calculate statistics☆15Updated last year
- NBA stats and analysis☆11Updated last year
- OptCAT (= Optuna + CatBoost)☆9Updated 4 years ago
- ☆18Updated 2 months ago
- A collection of python notebooks exploring popular methods for rating sports teams (and other things)☆10Updated 7 years ago
- State-space model perspective on rating systems (pairwise comparisons).☆10Updated 3 weeks ago
- NBA player play type data from 2015-2024.☆19Updated 4 months ago
- NBA play-by-play data with several use cases☆13Updated 3 months ago
- ☆11Updated last year
- Regulation playing surfaces for sports data visualization☆13Updated last year
- A tool for simulating the NFL regular season and playoffs☆11Updated 3 years ago
- Repository for submissions to the 2021 Analytics Challenge☆10Updated 3 years ago
- Python package for filling in information about players on court in NBA play-by-play data.☆23Updated last week
- ☆14Updated 7 years ago
- Backtesting team-strength models☆16Updated 3 months ago
- An R package for working with NCAA Men's Basketball play-by-play data from STATS LLC's GameZone.☆18Updated last year
- Goals Above Replacement and Elo Rating data for NHL history.☆20Updated 2 months ago
- Week by week data scraped from the next gen stats public website☆9Updated 5 years ago
- Open-Sourcing Our Hiring Process for Data Scientist and Data Engineer Positions in Hockey☆12Updated last year
- mess with the NHL data API☆11Updated 5 years ago
- Contains weather data for NFL games 2000 - 2020☆26Updated 2 years ago
- Reproduction of football models in Stan☆35Updated 3 years ago
- Working through Basketball Data Science☆23Updated 4 years ago
- Using machine learning to classify NBA players☆8Updated 3 years ago
- An R Package for simulating NFL games using play-by-play data.☆15Updated 2 years ago
- Explorations and modeling of NBA data.☆15Updated 4 years ago