sansonaa's repositories
cfb_advanced_stats
Scraper of the College Football Advanced Stats on Football Outsiders
cfb_pagerank
using pagerank algorithm to rank college football teams
CFBScrapy
Python wrapper for the collegefootballapi
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.
colonel-cluster
Repository to hold work to support defensive player classification in the NBA.
dfs_optimizers
Optimizers for Daily Fantasy Sports written in python and based on Picking Winners paper.
EPVDemo
Demo of NBA Expected Possession Value model
fo-scraper
Scraper for Football Outsiders data
JavaScript-Demos
A collection of online demos created from blog posts.
KaggleMarchMadnessFirstPlace
This is my winning solution for Kaggle's Google Cloud & NCAA ML Competition 2019-Men's challenge
kenpom
kenpom analysis
kenpompy
A simple yet comprehensive web scraper for kenpom.com.
matplotlib2tikz
A converter that takes a matplotlib figure and spits out a TikZ/PGFplots figure for smooth integration into LaTeX.
MLB-Olympus-Wagering
Combining Bill James, data science, risk, and odds for the love of the game
nba-movement-data
SportVU movement tracking data.
nba-movement-demo
Charting NBA plays with D3
nba-movement-hive
Tutorial on creating cloud infrastructure to store and use SportVU movement data
ncaa-2018
Logistic regression on kenpom.com data to forecast NCAA 2018 winners
NCAA_Kaggle_2019
Model Code Used in Kaggle Competition
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.
pdfs
Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)
pyMLB
Python code for the extraction, loading, and analyzing of Major League Baseball 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.
SnP_Analysis
Analysis on NCAA Football S&P+ Ratings 2005-2018
SP-plus-Visualizations
A small, haphazard set of tools to visualize win expectations from Bill Connelly's S&P+ ratings for FBS CFB.
Teaching-Statistics-Using-Baseball
Resources for Teaching Statistics Using Baseball, 2nd Edition by Jim Albert