Pinned Repositories
foundation
Project for foundation recommendation
dissertation-classifier
Using Random Forest Classifier to train and predict countries of origin among naturalized citizens in Japan
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.
ml-models
Logistic Regression model to predict East Asian food items from grocery stores
uips-stat-share
Shared resources for stats for students in Political Science at the University of Illinois
beamerposter-rmarkdown-example
a Pandoc template for a beamer poster, ideally to be used with RStudio's knitr/pandoc/latex build chain.
blog
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.
ychu19's Repositories
ychu19/blog
ychu19/ychu19.github.io
ychu19/foundation
Project for foundation recommendation
ychu19/pyenv
Simple Python version management
ychu19/mmm_stan
Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS
ychu19/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.
ychu19/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.
ychu19/dissertation-classifier
Using Random Forest Classifier to train and predict countries of origin among naturalized citizens in Japan
ychu19/ml-models
Logistic Regression model to predict East Asian food items from grocery stores
ychu19/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.
ychu19/svm-r-markdown-templates
I have a suite of R Markdown templates for academic manuscripts, beamer presentations, and syllabi. I share them here.
ychu19/beamerposter-rmarkdown-example
a Pandoc template for a beamer poster, ideally to be used with RStudio's knitr/pandoc/latex build chain.
ychu19/ps531-group-exploration
ychu19/uips-stat-share
Shared resources for stats for students in Political Science at the University of Illinois