sansonaa's repositories
kenpompy
A simple yet comprehensive web scraper for kenpom.com.
pdfs
Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)
ncaahoopR
An R package for working with NCAA Basketball Play-by-Play Data
dfs_optimizers
Optimizers for Daily Fantasy Sports written in python and based on Picking Winners paper.
pyMLB
Python code for the extraction, loading, and analyzing of Major League Baseball data
NFL_Google_PageRank
The goal of this project was to optimize Google's original PageRank algorithm to best rank NFL teams at the conclusion of the season.
JavaScript-Demos
A collection of online demos created from blog posts.
MLB-Olympus-Wagering
Combining Bill James, data science, risk, and odds for the love of the game
SnP_Analysis
Analysis on NCAA Football S&P+ Ratings 2005-2018
CFBScrapy
Python wrapper for the collegefootballapi
cfb_advanced_stats
Scraper of the College Football Advanced Stats on Football Outsiders
KaggleMarchMadnessFirstPlace
This is my winning solution for Kaggle's Google Cloud & NCAA ML Competition 2019-Men's challenge
NCAA_Kaggle_2019
Model Code Used in Kaggle Competition
CFBSpreadPredictor
Loads poll and statistical data to use as input for neural networks for line prediction. Currently transitioning from Sci-kit learn to Tensorflow/Keras for gpu suppport.
SP-plus-Visualizations
A small, haphazard set of tools to visualize win expectations from Bill Connelly's S&P+ ratings for FBS CFB.
nba-movement-hive
Tutorial on creating cloud infrastructure to store and use SportVU movement data
research-notes
Repository to hold different files containing links important papers for deep learning, distributed data systems, sports analytics, etc. Each paper listed should contain a short review.
ncaa-2018
Logistic regression on kenpom.com data to forecast NCAA 2018 winners
nba-movement-data
SportVU movement tracking data.
cfb_pagerank
using pagerank algorithm to rank college football teams
fo-scraper
Scraper for Football Outsiders data
matplotlib2tikz
A converter that takes a matplotlib figure and spits out a TikZ/PGFplots figure for smooth integration into LaTeX.
Teaching-Statistics-Using-Baseball
Resources for Teaching Statistics Using Baseball, 2nd Edition by Jim Albert
colonel-cluster
Repository to hold work to support defensive player classification in the NBA.
nba-movement-demo
Charting NBA plays with D3
kenpom
kenpom analysis
EPVDemo
Demo of NBA Expected Possession Value model