adamlauretig

AMEN_models_in_stan

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

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"

gensim_in_R

Code for estimating word embeddings with gensim in R.

icews_python

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

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

pymc_bart

Experimenting w/the new BART function in PYMC

rmarkdown_resources

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

Unity_Intro

An introduction to R on the Unity HPC cluster at Ohio State

adamlauretig/bwe

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

adamlauretig/AMEN_models_in_stan

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

adamlauretig/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

adamlauretig/Unity_Intro

An introduction to R on the Unity HPC cluster at Ohio State

adamlauretig/pymc_bart

Experimenting w/the new BART function in PYMC

adamlauretig/bwe_application_naacl_2019

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

adamlauretig/gensim_in_R

Code for estimating word embeddings with gensim in R.

adamlauretig/quant_1_code

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

adamlauretig/rmarkdown_resources

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

adamlauretig/OSU_brand_slides

OSU branded beamer + rmarkdown slides

adamlauretig/academic-kickstart

📝 Easily create a beautiful website using Academic, Hugo, and Netlify

adamlauretig/Prism_presentation

Code for Presentation on Spatial Statistics

adamlauretig/icews_python

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

adamlauretig/adamlauretig.github.io

adamlauretig/annontated_sam

adamlauretig/CRAN_total_correlation

Examining the total correlation among packages on CRAN.

adamlauretig/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

adamlauretig/example-models

Example models for Stan

adamlauretig/factorization_machines

A simple Bayesian factorization machine implementation in stan.

adamlauretig/first_year_workshop

Code for the first year workshop, installing R/LaTeX

adamlauretig/nyc_recs

various nyc restaurant recs

adamlauretig/ohio-state-coe-dissertation-template

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

adamlauretig/pydata-book

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

adamlauretig/Quant-3-Lecture-Code

Code for Lecture on Optimizing R code

adamlauretig/simulate_gps

Code for a blogpost simulation study of Generalized Propensity Scores and Marginal Structural Models

adamlauretig/skip-gram-tensor

Code related to "Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis"

adamlauretig/Statistics_and_International_Security

Code for OUP IS Handbook chapter

adamlauretig/tf-decompose

Tensor decomposition implemented in TensorFlow

adamlauretig/thoughts_on_leaving_academia

some thoughts on leaving academia after a while

adamlauretig/wordVectors

An R package for creating and exploring word2vec and other word embedding models