Pinned Repositories
3pp-predictions
Exploring alternative ML solutions for generating end-of-season 3-point percentage of NBA players, based on start-of-season shooting statistics.
albumOrganizer
A basic Ruby on Rails application that allows users to log in and create albums of songs, organized by artist, and mark particular songs as favorites.
algorithmsHW
A series of graduate level algorithm homeworks written in LateX
anti-social-network-api
A Rails backend API server for the Anti-Social Network app.
HexCourtVision
Django/React website to encapsulate pre-processing/model code associated with parsing and evaluating patterns in SportVU data resembling NBA games.
my_publications
Small, hopefully growing, list of published technical papers I have written.
nba_game_personality_clusters
An unsupervised learning project focused on constructing and examining the various personality types of games played in the NBA, and the key indicators of performance for those game types.
nba_llm
A Snowflake/Streamlit application that leverages the Snowflake Cortex AI API to describe and visualize NBA data based on natural language prompts
nbaRotationBuilder
Full-stack prototype writen in Django/React for an NBA game rotation, with NBA stats integration for lineup/rotation specific metrics.
TrueImpactShotCharts
Integrating Rebounds and Transition Dynamics into NBA True Shot Value Analysis
dkStephanos's Repositories
dkStephanos/nba_game_personality_clusters
An unsupervised learning project focused on constructing and examining the various personality types of games played in the NBA, and the key indicators of performance for those game types.
dkStephanos/nba_llm
A Snowflake/Streamlit application that leverages the Snowflake Cortex AI API to describe and visualize NBA data based on natural language prompts
dkStephanos/nbaRotationBuilder
Full-stack prototype writen in Django/React for an NBA game rotation, with NBA stats integration for lineup/rotation specific metrics.
dkStephanos/TrueImpactShotCharts
Integrating Rebounds and Transition Dynamics into NBA True Shot Value Analysis
dkStephanos/3pp-predictions
Exploring alternative ML solutions for generating end-of-season 3-point percentage of NBA players, based on start-of-season shooting statistics.
dkStephanos/albumOrganizer
A basic Ruby on Rails application that allows users to log in and create albums of songs, organized by artist, and mark particular songs as favorites.
dkStephanos/chord-network
A naive implementation of a peer-2-peer network using a chord pattern based on a binary ordering. Written in C# with VS2019
dkStephanos/grpc-tictactoe
Basic tic tac toe game written in C# leveraging the grpc protocol
dkStephanos/HexCourtVision
Django/React website to encapsulate pre-processing/model code associated with parsing and evaluating patterns in SportVU data resembling NBA games.
dkStephanos/my_publications
Small, hopefully growing, list of published technical papers I have written.
dkStephanos/ps3-mqtt
dkStephanos/storytellingPubSub
A publish-subscribe implementation for storytelling records.
dkStephanos/syllabison
A syllabus manager prototype developed in consult with live clients. Intended to manage the uploading and digitization of syllabus records for public access.
dkStephanos/AI_Labs
dkStephanos/AI_Projects
dkStephanos/continous_shot_selection
Extending continous shot selection charts to be aware of defensive implications of shot selection
dkStephanos/cricket_run_predictor
A machine learning project working with historic cricket data trained to predict an average team's expected runs per over.
dkStephanos/distributedSystems
Code for lab/hw for Distributed Systems
dkStephanos/djangotutorial
Tutorial of Django framework
dkStephanos/dns-example
An example of the dns lookup protocol written in c#
dkStephanos/HoopMetricScaler
A React/Node server application for interacting with NBA.com stats
dkStephanos/lastParser
A python parser for the outputs of: last -Fawx
dkStephanos/life-interview-pi
A raspberry pi enabled dashboard for conducting and recording life interviews
dkStephanos/logical-clock
A logical clock implemented on a distributed system written in C#
dkStephanos/nba_webscrapes
Webscrapes for basketball-reference.com
dkStephanos/nfl-tackle-metric
Tracking data based project for the NFL Big Data Bowl 2024
dkStephanos/pnrRebuild
Rebuild of Neil Seward's original project: https://github.com/sealneaward/pnr-labels
dkStephanos/predictingHospitalReadmissions
dkStephanos/sfs-coding-challenge
dkStephanos/softwareDesignAssignments
Collection of homework assignments for grad level Software Design