Rob Donnelly (rodonn)

rodonn

Geek Repo

Company:Arena-ai

Location:Brooklyn, NY

Home Page:robdonnelly.me

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Rob Donnelly's repositories

DeepIV

Implementation of Deep IV: A Flexible Approach for Counterfactual Prediction

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latently

A collection of functions to visualize latent factors

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nested-factorization

Implementation of "Counterfactual Inference for Consumer Choice Across Many Product Categories"

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al-folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

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asdfree

analyze survey data for free with the r language and monetdblite

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CatViews.jl

Concatenated Array views in Julia.

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causal

Data and notebooks for causal inference

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causalTree

Working repository for Causal Tree and extensions

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gym

A toolkit for developing and comparing reinforcement learning algorithms.

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Hexagons.jl

Useful tools for working with hexagonal grids

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homebrew-cask

A CLI workflow for the administration of Mac applications distributed as binaries

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julia

The Julia Language: A fresh approach to technical computing.

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LatexPrint.jl

Print Julia objects in a form suitable for LaTeX mathematics mode.

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LaTeXStrings.jl

convenient input and display of LaTeX equation strings for the Julia language

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NamedArrays.jl

Julia type that implements a drop-in replacement of Array with named dimensions

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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

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PGFPlots.jl

This library uses the LaTeX package pgfplots to produce plots.

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pymc-marketing

Bayesian marketing toolbox in PyMC. Media Mix (MMM), customer lifetime value (CLV), buy-till-you-die (BTYD) models and more.

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rodonn.github.io

Rob Donnelly, PhD Economist and ML Researcher

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setup

AWS EC2 setup files for Startup Engineering MOOC.

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spacemacs

A community-driven Emacs distribution - The best editor is neither Emacs nor Vim, it's Emacs *and* Vim!

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StartupEngineering

Homework for Coursera class

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templates

Templates of all kind

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TikzPictures.jl

This library allows one to create PGF/TikZ pictures and save in various formats.

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torch-choice

Choice modeling with PyTorch: logit model and nested logit model

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tutorials

Tutorials for Fugue - A unified interface for distributed computing. Fugue executes SQL, Python, and Pandas code on Spark and Dask without any rewrites.

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