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adamlauretig.github.io

amen_models_in_stan

Implementation of Shahryar Minhas, Peter Hoff, and Mike Ward's AMEN models for network data in stan

annontated_sam

bwe

Implements the model described in "Identification, Interpretability, and Bayesian Word Embeddings"

bwe_application_naacl_2019

Replication materials for "Identification, Interpretability, and Bayesian Word Embeddings"

cran_total_correlation

Examining the total correlation among packages on CRAN.

curbed_500_data

dataset taken from https://www.curbed.com/article/nyc-businesses-closed-2020-pandemic.html, curbed's 500 businesses closed during the pandemic

emirt

emIRT: EM Algorithms for Estimating Item Response Theory Models

example-models

Example models for Stan

expo-mf

Exposure Matrix Factorization: modeling user exposure in recommendation

factorization_machines

A simple Bayesian factorization machine implementation in stan.

first_year_workshop

Code for the first year workshop, installing R/LaTeX

gensim_in_r

Code for estimating word embeddings with gensim in R.

gprf

Gaussian Process Random Fields

icews_project

TBD

icews_python

Code to convert ICEWS data into pandas Dataframes. Based on https://github.com/openeventdata/text_to_CAMEO

in-depth-vi-tutorial

msbvar

:exclamation: This is a read-only mirror of the CRAN R package repository. MSBVAR — Markov-Switching, Bayesian, Vector Autoregression Models

ny_r_talk

Slides and Code for NY R Users Meetup on January 9, 2020, "A Common Model, Separated by Two Disciplines: Bayesian Factorization Machines with Stan and R" presented by Adam Lauretig

nyc_recs

various nyc restaurant recs

ohio-state-coe-dissertation-template

LaTeX template for help with writing CSE dissertation at Ohio State University

osu_brand_slides

OSU branded beamer + rmarkdown slides

prism_presentation

Code for Presentation on Spatial Statistics

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

pymc_bart

Experimenting w/the new BART function in PYMC

quant-3-lecture-code

Code for Lecture on Optimizing R code

quant_1_code

Code for POL 7551 Fall 2018. The first graduate course in methodology for political science at Ohio State.

rfast

:exclamation: This is a read-only mirror of the CRAN R package repository. Rfast — Fast R Functions

rmarkdown_resources

Resources used to introduce undergraduates to R markdown, from Ohio State's POL4782, spring 2018.