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beamerposter-rmarkdown-example

a Pandoc template for a beamer poster, ideally to be used with RStudio's knitr/pandoc/latex build chain.

blog

dissertation-classifier

Using Random Forest Classifier to train and predict countries of origin among naturalized citizens in Japan

foundation

Project for foundation recommendation

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

iicp

"Immigrant Incorporation in Comparative Perspectives": This repository shows replications of Goodman and Wright (2015) with European Social Survey (N =5,112). This is a collaborative project with a 6-member, interdisciplinary research team at U of I that studies immigrant integration across different countries.

ml-models

Logistic Regression model to predict East Asian food items from grocery stores

mmm_stan

Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

ps531-group-exploration

pyenv

Simple Python version management

svm-r-markdown-templates

I have a suite of R Markdown templates for academic manuscripts, beamer presentations, and syllabi. I share them here.

uips-stat-share

Shared resources for stats for students in Political Science at the University of Illinois

ychu19.github.io

yelp-review-sentiment-analysis

Sentiment analysis with reviews from Yelp. Built a Logistic Regression model with sklearn and an ANN model with TensorFlow, but found that the Logit model performs better (accuracy 0.87) and more efficiently.