kmedved's repositories
Boruta-Shap
A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.
Language:PythonMIT000
mrmr
Python implementation of mRMR (minimum-Redundancy-Maximum-Relevance) for feature selection.
Language:Jupyter Notebook000
Language:PythonApache-2.0000
nba_parser
A package to parse NBA play by play pandas dataframes and calculate statistics
Language:Python000
nba_scraper
A scraper to scrape the NBA API and compile a play by play file
Language:PythonGPL-3.0000
ngboost
Natural Gradient Boosting for Probabilistic Prediction
Language:PythonApache-2.0000
OptCAT
OptCAT (= Optuna + CatBoost)
Language:PythonMIT000
OptGBM
Optuna + LightGBM = OptGBM
Language:PythonMIT000
pbp-data
raw pbp jsons
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ppl-pm
Using probabilistic programming to infer player ratings from matchup data.
Language:Jupyter NotebookMIT000
xgboost-distribution
Probabilistic prediction with XGBoost.
Language:PythonMIT000