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