Quan Nguyen's repositories
temporal_analysis
Detect temporal discrepancies in students learning behaviors and course design
cluster_analysis
Cluster analysis to detect friendship's layers based on co-occurences in students movements on campus
EDM20_Nguyen
Exploring homophily in demographics and academic performance using spatial-temporal student networks
jupyter-dash
Develop Dash apps in the Jupyter Notebook and JupyterLab
multilevel_model
Predict students' grades based on demographics, academic records, learning behaviors in online systems, and course design
otter-grader
A Python and R autograding solution
outlier_detection
Outlier detection of time on task in online learning systems
social_network_analysis
Model students social interactions and build networks based on co-location on campus
stat-201
Student-facing repository for UBC's Statistical Inference for Data Science course (STAT 201).
Text_Mining_at_LASI19
Materials for the workshop on Text Mining for Learning Content Analysis at Learning Analytics Summer Institute (LASI'19)
time_series
Time-series analysis of campus traffics and mobility patterns
yihui
Personal website of Yihui Xie