tjburch Goto Github PK

adventofcode

Advent of code projects

algorithms-for-decision-making

bambi

BAyesian Model-Building Interface (Bambi) in Python.

baseball-studies

Catch-all repo for one-off studies on baseball data

canalytics

Knapsack Optimization code for Fantasy Hockey

configuration-files

Tracking of various configuration files

footbonaut-replica

Replicating Borussia Dortmund's Footbonaut using an Arduino for local training facility

general-tools

Miscellaneous tools for day-to-day use

hands-on-computer-vision-with-julia

Hands-On Computer Vision with Julia, published by Packt

hands-on-cv-julia

Working through Hands On Computer Vision with Julia

housing_model

Building a model to help guide my housing search

julia-deeplearning-book

Repo that hosts the companion book of Julia for Deep Learning

latex-progress-tracker

Progress tracking plots for LaTeX documents

mlb-hit-classifier

Development of a classification model for hit outcome

mlb-homefield-modeling

Using Bayesian inference to understand home-field advantage

nhl-predictions

Using a hierarchical Bayesian model in pymc to model team scoring and use to predict future outcomes

pitch-predict

Prediction for pitch sequencing

puzzles

Solutions to various puzzles - Mostly 538 Riddler questions

pybaseball

Pull current and historical baseball statistics using Python (Statcast, Baseball Reference, FanGraphs)

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

pymc-examples

Examples of PyMC models, including a library of Jupyter notebooks.

rbaseball-tdg

Code for reddit r/baseball trade deadline game analytics

ros-examples

Regression and other stories R examples

ros-turing

Turing.jl port of the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari

statistical-rethinking-notes

Notes + Problem set solutions on Statistical Rethinking textbook (McElreath). Also my first real foray into R.

tjburch

profile readme

tjburch.github.io

Personal Website

turingtutorialsrework

Hand working through tutorials using julia/turing

twitter-studies

Quick study into my engagements on twitter

useful-bash-commands

Just a list to keep bash commands I find useful