mcbarlowe
Python Data Engineer with a focus in sports data pipelines. Dabble in model building and data analysis.
Buffalo SabresRichmond, VA
Pinned Repositories
api_talk
slides and code from my presentation on interfacing with web APIs
daily_scrape
Scripts to scrape the NHL api, calculate stats, and insert them into my database
elopy
A python module to calculate and maintain Elo values for teams/players as they play multiple games
nba_parser
A package to parse NBA play by play pandas dataframes and calculate statistics
nba_scraper
A scraper to scrape the NBA API and compile a play by play file
nbadbscripts
Scripts for scraping and compiling a database of nba stats using my nba_scraper module
nhl_analysis
Repo to collect my analysis on hockey data
nwhl_scraper
seventhmanapi
This is the repository for the API backend of theseventhman.net
seventhmanapp
mcbarlowe's Repositories
mcbarlowe/api_talk
slides and code from my presentation on interfacing with web APIs
mcbarlowe/goaliepulling
A couple functions to replicate the functions detailed in a hockey analysis paper
mcbarlowe/basic-nba-tutorials
Tutorials for some common NBA stats questions in both python and R
mcbarlowe/nfl_trackimg
mcbarlowe/mlb_frontend
A frontend to display Nick Wan's pitch model metrics
mcbarlowe/nfldata
NFL Data (by Lee Sharpe)
mcbarlowe/sports_viz
#rstats code and plots for viz I put on Twitter
mcbarlowe/sportsdataverse
Retrieves sports data from a popular sports website as well as from the NCAA website, with support for men's and women's college basketball, NBA, WNBA, NFL, NHL, and CFB
mcbarlowe/awesome-django
A curated list of awesome things related to Django
mcbarlowe/baller2vec
A multi-entity Transformer for multi-agent spatiotemporal modeling.
mcbarlowe/cpython
The Python programming language
mcbarlowe/gitignore
A collection of useful .gitignore templates
mcbarlowe/hierarchical-model-blog
Source code for the experiments in my blog on Bayesian hierarchical modeling
mcbarlowe/lineups
mcbarlowe/mcbarlowe
My personal README
mcbarlowe/mlb_pitch_analysis
mcbarlowe/nba-stats-tracking
A package to work with NBA player tracking stats using the NBA Stats API
mcbarlowe/nba_api
An API Client package to access the APIs for NBA.com
mcbarlowe/nflgame
A maintained fork of burntsushi/nflgame - An API to retrieve and read NFL data. It can work with real-time data, which can be used for fantasy football.
mcbarlowe/nflscrapR-data
Data files (.csv) accessed with nflscrapR and summarized at the player-level
mcbarlowe/ppl-pm
Using probabilistic programming to infer player ratings from matchup data.
mcbarlowe/pre-commit-hooks
Some out-of-the-box hooks for pre-commit
mcbarlowe/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
mcbarlowe/signalrcore
SignalR Core python client
mcbarlowe/siuba
Python library for using dplyr like syntax with pandas and SQL
mcbarlowe/SoftwareArchitect
Path to a Software Architect
mcbarlowe/Sports_Data_Reference
Where to find Sports data (R/Python/Other Languages)
mcbarlowe/sportypy
mcbarlowe/tdd-book
repo for working through test driven development book
mcbarlowe/xflscrapR
Code to scrape play-by-play data from the XFL website and reshape data into more useful columns for public analysis