amritvignesh

ORFE @ Princeton '28 | Sports Analytics Enthusiast

Princeton UniversitySanford, FL

Pinned Repositories

American-Fan-Analysis
Shiny App Website: https://amritvignesh.shinyapps.io/fans/
Language:R1 1 00
Big-5-Leagues-GCAOE
Big 5 European Leagues GCAOE (Goal-Creating Actions Over Expected) Based on Passing, Progression, Defense Advanced Stats
Language:R1 1 00
MLB-Pitcher-SROE
Predicting Strike-to-Pitch Ratio and Quantifying SROE for 2023 Qualified Pitchers
Language:R00
NBA-FGPOE
Analyzing Field Goal Points Per Game Over Expected (FGPOE) Using Situational Factors in XGBoost
Language:R1 1 00
NBA-MVP-Prediction-Model-Original-
A Comparison Between Machine Learning and Logistic Regression Models Predicting the NBA MVP Winner Using Different Types of Statistics
Language:R2 1 00
NFL-Markov-EPA
Creating an EPA Metric Using a Markov Chain on 2001-2023 NFL Data
Language:R10
NFL-QB-AYOE
AYOE (Air Yards Over Expected) For NFL 2023 QBs
Language:R1 1 00
NFL-QB-AYOE-Final
Final Version of NFL QB aDOT Over Expected
Language:R0 1 00
NHL-Skater-TOE
NHL Skater Takeaways Over Expected (TOE) For 2023-24 Skaters Incorporating Usage
Language:R00
World-Cup-DOE
2022 FIFA World Cup Knockout Stage Average Distance from Own Goal Over Expected (DOE)
Language:R0 1 00

amritvignesh's Repositories

amritvignesh/American-Fan-Analysis
Shiny App Website: https://amritvignesh.shinyapps.io/fans/
Language:R1 1 00
amritvignesh/Big-5-Leagues-GCAOE
Big 5 European Leagues GCAOE (Goal-Creating Actions Over Expected) Based on Passing, Progression, Defense Advanced Stats
Language:R1 1 00
amritvignesh/NBA-FGPOE
Analyzing Field Goal Points Per Game Over Expected (FGPOE) Using Situational Factors in XGBoost
Language:R1 1 00
amritvignesh/NFL-QB-AYOE
AYOE (Air Yards Over Expected) For NFL 2023 QBs
Language:R1 1 00
amritvignesh/MLB-Pitcher-SROE
Predicting Strike-to-Pitch Ratio and Quantifying SROE for 2023 Qualified Pitchers
Language:R00
amritvignesh/NFL-QB-AYOE-Final
Final Version of NFL QB aDOT Over Expected
Language:R0 1 00
amritvignesh/NHL-Skater-TOE
NHL Skater Takeaways Over Expected (TOE) For 2023-24 Skaters Incorporating Usage
Language:R00
amritvignesh/World-Cup-DOE
2022 FIFA World Cup Knockout Stage Average Distance from Own Goal Over Expected (DOE)
Language:R0 1 00
amritvignesh/CBB-Naismith-Prediction
Naismith Prediction Model, Using Train Data from 2010 to 2023, Including Team Strength Stats
Language:R1 0
amritvignesh/CFB-Heisman-Prediction
Validated 2023 Heisman Winner of Jayden Daniels Using Logistic Regression and Training from 2014 to 2022
Language:R1 0
amritvignesh/CWOE-Adjusted-Performance
Cumulative wOBA Value Over Expected for MLB Players in 2023 to Adjust Performance For 2023 Hitters and Pitchers (Qualified)
Language:R1 0
amritvignesh/Final-Hockey-World-Cup-Lineup-Prediction
2025 Hockey World Cup Lineup Predictions For Big 5 Nations Based On 2023-24 NHL Season Stats
Language:R1 0
amritvignesh/Formula-One-TSOE
F1 Turn Speed Over Expected (TSOE) in KM/H Based on Situational Turn Factors
Language:R1 0
amritvignesh/Hockey-World-Cup-Lineup-Prediction
Predicting Hockey World Cup Lineup for USA in 2025 Using PCA For Different Positions
Language:R1 0
amritvignesh/IPL-WPA-Model
IPL Win Probability Added Model Shown In Batsmen and Bowler Leaderboards for 2023
Language:R1 0
amritvignesh/MLB-Team-Pitching-Consistency
Analyzing Pitching Consistency Within MLB Teams Using WPA (Win Probability Added)
Language:R1 0
amritvignesh/NBA-Current-MVP-Predictions
Creates model derived from previous NBA MVP model for constant predictions throughout season (similar to Basketball Reference)
Language:R1 0
amritvignesh/NBA-Playoffs-Upsets
Determining Upsets in the NBA Playoffs Recently
Language:R1 0
amritvignesh/NBA-Team-Similarity
Analyzing NBA Team Similarity Between 5 Players in Most Used Lineup Per Team
Language:R1 0
amritvignesh/NFL-Draft-QB-Analysis
Making an "Analytical Big Board" Rating for 2024 NFL Draft QB Prospects
Language:R1 01
amritvignesh/NFL-QB-Performance-Tiers
Clustering 2023 NFL QBs in Regular Season into Different Performance Tiers (Princeton Wintersession 2024 - R U Ready For Some Football? Computationally Modeling the NFL)
Language:R1 0
amritvignesh/NFL-Receiver-YPROE
Analyzing Yard Generation Proficiency by NFL Receivers with Yards Per Reception Over Expected
Language:R1 0
amritvignesh/NHL-Expected-Points
Creating an Expected Points Metric for the NHL 23/24 Season
Language:R1 0
amritvignesh/NHL-Norris-Prediction
Predicting Norris Trophy Based on 9 Train Seasons With Offensive and Defensive Stats
Language:R1 0
amritvignesh/Pitcher-Versatility
Determining Pitch Arsenal Versatility and Comparing to Pitch Quality/Proficiency
Language:R1 0
amritvignesh/Prem-POTY-Prediction
Predicting the Premier League Player of the Year Using Advanced Statistics in Multiple Categories With 6 Train Seasons
Language:R1 0
amritvignesh/Premier-League-Predicted-Positions
Using Random Forest and FBRef Statistics To Predict the Positions of Premier League Players
Language:R1 0
amritvignesh/QB-Clustering-Progression
NFL QB Clustering Progression from 2019 to 2023 With Pure Stylistic Traits
Language:R1 0
amritvignesh/Shot-Tendency-Clustering
NBA Shot Tendency Clustering With Progression From 2015 to 2024
Language:R1 0
amritvignesh/Wimbledon-AOE
2023 Wimbledon Aces Over Expected Using Serve Factors and Game Situation
Language:R1 01