Tyler Burch's repositories
ROS-turing
Turing.jl port of the book "Regression and Other Stories" by Andrew Gelman, Jennifer Hill, and Aki Vehtari
latex-progress-tracker
Progress tracking plots for LaTeX documents
AdventOfCode
Advent of code projects
mlb-hit-classifier
Development of a classification model for hit outcome
baseball-studies
Catch-all repo for one-off studies on baseball data
housing_model
Building a model to help guide my housing search
pitch-predict
Prediction for pitch sequencing
Canalytics
Knapsack Optimization code for Fantasy Hockey
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
statistical-rethinking-notes
Notes + Problem set solutions on Statistical Rethinking textbook (McElreath). Also my first real foray into R.
twitter-studies
Quick study into my engagements on twitter
bambi
BAyesian Model-Building Interface (Bambi) in Python.
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
julia-deeplearning-book
Repo that hosts the companion book of Julia for Deep Learning
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
tjburch
profile readme
tjburch.github.io
Personal Website
TuringTutorialsRework
Hand working through tutorials using julia/turing
useful-bash-commands
Just a list to keep bash commands I find useful