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bayesian3ptpercentage

A Bayesian three point percentage metric used to find 3PT shooters available at a discount in 2024 free agency

bayesianwinpace

Win pace for NBA teams computed via bayesian techniques

benchscoring

Project determining the importance of bench scoring in offensive efficiency/win count

bridgeboardrcfilter

A readout board connected to the BTL detector that can individually bias SiPMs. Contains R-C Filters.

btl

Analysis + Sensor Code for Laser runs of barrel timing layer detectors, edits should be made in swan

courtvision

Reproduction of raw NBA tracking data via computer vision and applications to spacing metrics

crypto

Primitive cryptography

ds5001-2024-01-r

DS 5001 Exploratory Text Analytics

foultrouble

A model of the coaching decision to pull players when on pace to foul out of a basketball game.

kalmanoffensiverating

na22modulecharacterization

**Note: Edits should be made in team Swan folder**

nbadashboard

Dashboard with live updating advanced stats for NBA players, teams and games

nbapointpropanalytics

nbateamhomology

A metric of the offensive and defensive range of an NBA team using persistent homology

nrapm

Normalizing regularized adjusted plus-minus for cross-season comparisons

offensivedrl

Deep reinforcement learning model trained on NBA tracking data to generate plays that optimize expected point production.

offensiveplayerclustering

Clustering offensive players based on their performance in different play types.

passingmetric

A measure of how individual players impact shot quality with their playmaking

playoffreadiness

Analysis to determine whether "playoff readiness" is a well defined concept by quantifying it and determining correlations with playoff performance

possessionwinrelevance

Quick analysis to determine the correlations of per-possession efficiency and pace with offensive efficiency

rosterchanges

Analysis of how win count and playoff performance in the NBA are affected by substantial roster changes

rosterconstruction

Binary non-linear optimization problems modeling the task of roster construction, seeking to optimize pythagorean expected wins subject to salary constraints

shootingslumps

Project predicting the length and occurrence of 3PT shooting slumps in the NBA

threepointpercentprediction

Predicting season 3PT% from Oct/Nov locational shooting data.