Matthew Barlowe's Projects
A series of DAGs/Workflows to help maintain the operation of Airflow
A python wrapper for the Alpha Vantage API
slides and code from my presentation on interfacing with web APIs
A curated list of awesome things related to Django
A multi-entity Transformer for multi-agent spatiotemporal modeling.
The redesign of barloweanalytics.com using Django
Tutorials for some common NBA stats questions in both python and R
A collection of Bayesian data analysis recipes using PyMC3
Code examples for my Write Better Python Code series on YouTube.
Pass Analysis for Women's Olympic Ice Hockey
The repo for a Wordpress Blog
The Python programming language
scrape scouting rankings from NHL central scouting service
This repository helps teach people how to correctly define and create cumulative tables!
Generic Basketball Shot Charts
Scripts to scrape the NHL api, calculate stats, and insert them into my database
The Washington Post collected data on more than 52,000 criminal homicides over the past decade in 50 of the largest American cities.
Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code
The development code for database scripts and in game prediction model
A python module to calculate and maintain Elo values for teams/players as they play multiple games
Scripts for my NHL game prediction model
A collection of useful .gitignore templates
a python flask machine-learning web-app that aggregates G League player data and makes NBA predictions based on historical data.
A couple functions to replicate the functions detailed in a hockey analysis paper
Source code for the experiments in my blog on Bayesian hierarchical modeling
Python Package for scraping NHL & NWHL data off of their respective websites and APIs