Rob Donnelly's repositories
nested-factorization
Implementation of "Counterfactual Inference for Consumer Choice Across Many Product Categories"
al-folio
A beautiful, simple, clean, and responsive Jekyll theme for academics
asdfree
analyze survey data for free with the r language and monetdblite
CatViews.jl
Concatenated Array views in Julia.
causalTree
Working repository for Causal Tree and extensions
Hexagons.jl
Useful tools for working with hexagonal grids
homebrew-cask
A CLI workflow for the administration of Mac applications distributed as binaries
julia
The Julia Language: A fresh approach to technical computing.
LatexPrint.jl
Print Julia objects in a form suitable for LaTeX mathematics mode.
LaTeXStrings.jl
convenient input and display of LaTeX equation strings for the Julia language
NamedArrays.jl
Julia type that implements a drop-in replacement of Array with named dimensions
orthoml
Code associated with paper: Orthogonal Machine Learning for Demand Estimation: High-Dimensional Causal Inference in Dynamic Panels, Semenova, Goldman, Chernozhukov, Taddy (2017) https://arxiv.org/abs/1712.09988
PGFPlots.jl
This library uses the LaTeX package pgfplots to produce plots.
pymc-marketing
Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.
rodonn.github.io
Rob Donnelly, PhD Economist and ML Researcher
setup
AWS EC2 setup files for Startup Engineering MOOC.
StartupEngineering
Homework for Coursera class
templates
Templates of all kind
TikzPictures.jl
This library allows one to create PGF/TikZ pictures and save in various formats.
torch-choice
Choice modeling with PyTorch: logit model and nested logit model
tutorials
Tutorials for Fugue - A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask without any rewrites.