Pinned Repositories
afl-modelling-session-2019
This repo will contain the data and files used in the AFL Modelling Sessions held in April, 2019 in Melbourne, Brisbane, Gold Coast and Sydney.
Analytical-Decision-Making-in-Daily-Fantasy-Sports
This is a project my team completed for the Queen's Master of Management Analytics course on Analytical Decision Making. The project focuses on optimization and simulation modelling in relation to Daily Fantasy Sports (specifically MLB).
corsica
DraftKings_DFS
NFL DraftKings projections using PLS and Random Forest
fantasy_baseball_regression
Fantasy baseball focused predictive model for MLB season batting data.
linear-logistic-regression
Using the machine learning techniques of linear regression and logistic regression to build predictive models using game-level data from baseball.
soltrade
Python trading bot using the Solana blockchain.
tennis_atp
ATP Tennis Rankings, Results, and Stats
twelvedata-python
Twelve Data Python Client - Financial data API & WebSocket
WNBAballr
R package to pull WNBA data from basketball-reference.com. Package based on ballr package.
ericcolon's Repositories
ericcolon/baseballdatascience
Smaller R and Python scripts for baseballdatascience
ericcolon/basketball
WSA NBA Fanduel Optimizer
ericcolon/tennis_modeling
Tennis modeling
ericcolon/oktennis
ericcolon/artificial_intelligence_nba
ericcolon/tennis_match_prediction
Research on calculating win probabilities in tennis matches.
ericcolon/NBA_Minute_Prediction
Evaluating the best method for predicting the number of minutes played by an NBA Player
ericcolon/comeon
Automated Tennis betting on tennis abstract data and pinnacle
ericcolon/baseballbot
a set of programs that can predict stats for baseball players
ericcolon/dfs_lineup_generator
Building daily fantasy sports lineups with integer programming
ericcolon/daily_fantasy_genetic_algorithm
Here is a simple genetic algorithm to produce lineups for daily fantasy contests on DraftKings.
ericcolon/NBAloveR
R package that helps users analyze basketball data easily
ericcolon/NBA-Model
ericcolon/nba-predictive-model
Predictive statistical model (NBA) built using web-scraper data and pandas. :crystal_ball:
ericcolon/dfs-nfl
Daily Fantasy Sports - NFL
ericcolon/ATP_prediction
Exploring the capabilities of some ML models as well as simple Multi Perceptron Neural Net to predict results of the tennis ATP matches .
ericcolon/Linear-Regression-Model-Basketball
Statistical model on NBA basketball players' performance using multiple linear regression and stepwise search.
ericcolon/FantasyOptimizer
Lineup Optimizer for NBA Draft Kings DFS. Python
ericcolon/NBASimulator
A Simple Simulator for estimating NBA game outcomes
ericcolon/tennis_model
ericcolon/DailyFantasySports
ericcolon/machine-learning
I'm learning ml
ericcolon/tennis-frontend
tennis front-end in React.js
ericcolon/tennis-backend
tennis prediction backend with flask
ericcolon/ballr
Interactive NBA and NCAA Shot Charts with R and Shiny
ericcolon/statcastHR
A model to predict the probability that a batter hits a home run in a given plate appearance, given a dataset from MLBAM's Statcast.
ericcolon/tennis-dataset
tennis scraper that fill database for each new match with statistics / odds / live-score
ericcolon/NFL_Draftkings
Python Module for NFL draftkings
ericcolon/fanduel-predictions
Capstone project for General Assembly's Data Science Immersive. Predicted fantasy football points for various positions on the Daily Fantasy Sports website, FanDuel.
ericcolon/nbastatR
NBA Stats API Wrapper and more for R