Thu Nguyen's repositories
stat536E_finalProject
Paper Review - Multiple Imputation for Continuous and Categorical Data - Comparing Joint Multivariate Normal and Conditional Approaches
NumAnalysis_Optimization
A selection of my works on Optimization and Numerical Analysis.
Fifa20_Recommendation
a recommendation system for (European) football players
Bioinformatics_Algorithms
Implementation of algorithms from the book "Bioinformatics Algorithms - An Active Learning Approach" by Phillip Compeau and Pavel Pevzner.
recovering_first_vertices
Honors thesis work on the problem of recovering the first vertices in a preferential attachment model, which received the High Distinction Honors award.
radar
An interactive tool for rapid analysis of diagnostic and antimicrobial pattern in R using Shiny
math11_TA
Collection of course notes and discussion notes for Math 11 - Calculus-based Introduction to Probability and Statistics at UCSD while TA-ing the course.
awesome-graph-classification
A collection of important graph embedding, classification and representation learning papers with implementations.
traffic-signs
Building a CNN based traffic signs classifier.
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.
ml-coursera-python-assignments
Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
US.air.travel.2008
A Study on Domestic Air Travel in the US in 2008
intro-stat-learning-exercises
Lab tutorials and exercises from An Introduction to Statistical Learning, with Applications in R by G. James, D. Witten, T. Hastie, R. Tibshirani
stat-analysis-network-data-notes
Notes from independent study of Statistical Analysis of Network Data, with R by Eric D. Kolaczyk
math185
Math 185: Introduction to Computational Statistics
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
webscraping_espn
Web Mining, Data Cleaning, Exploratory Data Analysis, and Predictive Models
theanalyticsedge
MITx - 15.071x: The Analytics Edge
hackxx-nlp
NLP Workshop @ HackXX
Tutorials
Tutorial notebooks for hands-on data science, following along with the course topics.
fifa19_wagedistribution
Exploratory Analysis on the distribution of the distribution of wages among professional soccer players.
ee227c.github.io
EE227C (Spring 2018) Course page
link_prediction_CQA
Predicting Future Collaborations in Community-based Question Answering (CQA) Networks