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/nba_scraper
A scraper to scrape the NBA API and compile a play by play file
mcbarlowe/nba_parser
A package to parse NBA play by play pandas dataframes and calculate statistics
mcbarlowe/seventhmanapi
This is the repository for the API backend of theseventhman.net
mcbarlowe/elopy
A python module to calculate and maintain Elo values for teams/players as they play multiple games
mcbarlowe/nwhl_scraper
mcbarlowe/nhl_analysis
Repo to collect my analysis on hockey data
mcbarlowe/nbadbscripts
Scripts for scraping and compiling a database of nba stats using my nba_scraper module
mcbarlowe/ncaa_pbp
mcbarlowe/bayesian-analysis-recipes
A collection of Bayesian data analysis recipes using PyMC3
mcbarlowe/seventhmanapp
mcbarlowe/website
A new repo for the relaunch of barloweanalytics.com without any hockey related material.
mcbarlowe/airflow-maintenance-dags
A series of DAGs/Workflows to help maintain the operation of Airflow
mcbarlowe/barloweanalytics
The redesign of barloweanalytics.com using Django
mcbarlowe/betterpython
Code examples for my Write Better Python Code series on YouTube.
mcbarlowe/Big-Data-Cup-2022
Pass Analysis for Women's Olympic Ice Hockey
mcbarlowe/caitlins-website
The repo for a Wordpress Blog
mcbarlowe/cumulative-table-design
This repository helps teach people how to correctly define and create cumulative tables!
mcbarlowe/DBDA-python
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
mcbarlowe/lineups
mcbarlowe/lrboost
LRBoost is a scikit-learn compatible approach to performing linear residual based stacking/boosting.
mcbarlowe/Masters-Thesis-on-Big-Data
Master's thesis on Big Data
mcbarlowe/nba-h2h
NBA Elo
mcbarlowe/pymc
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
mcbarlowe/resources
PyMC3 educational resources
mcbarlowe/sketch-code
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
mcbarlowe/tdd-book
repo for working through test driven development book
mcbarlowe/testrepo
mcbarlowe/the-algorithm
Source code for Twitter's Recommendation Algorithm
mcbarlowe/TrueSkillThroughTime
TrueSkill Through Time: the Julia, Python and R packages.
mcbarlowe/wemake-django-template
Bleeding edge django template focused on code quality and security.