SirMalamute / PlayerLineupAnalysis Public

Utilizing PCA (dimensionality reduction) and clustering models to analyse and predict lineup efficiency in basketball.

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 1 Commit
.DS_Store		.DS_Store
PCA.ipynb		PCA.ipynb
README.md		README.md
cleanedlineup.csv		cleanedlineup.csv
finalized_data_model.csv		finalized_data_model.csv
lineupanalysis.ipynb		lineupanalysis.ipynb
lineupdata.json		lineupdata.json
modellingdatacreation.ipynb		modellingdatacreation.ipynb
playerdata.csv		playerdata.csv
playerdatapca.csv		playerdatapca.csv
xgboostmodel.ipynb		xgboostmodel.ipynb