Statistics · Bayesian Inference · Machine Learning
Hi, I'm Colin Penn.
M.Sc. in Statistics · Western University · Toronto, ON
I develop statistical models and machine learning systems, from fast Bayesian inference for survival analysis to spatiotemporal forecasting for large-scale traffic data. Here I share my research, scientific software, and what I learn along the way.
Research, open source & things I'm learning.Get in touch ↗
THE NOTEBOOK
All writing Recent writing
RESEARCH & APPLIED WORK
All projects Selected work
01Research
02Industry
03Research
Fast Bayesian Survival Inference
Fast variational inference for censored survival data · MSc research
Highway Traffic Intelligence
Incident-aware forecasting and traffic imbalance analysis · JSTI Group
QRPCA
GPU-accelerated principal component analysis · Astronomy and Computing