Code for a statistics class
April 17, 2017
Email classifier A machine learning project for classifying emails into spam and ham. Uses C for preprocessing emails, Python for parsing and extracting low-level features of emails, and a few lines of Matlab for running several classic classifiers. See github.com/roguh/email-classifier Hopfield testing These Python scripts can be used to test the recall effectiveness of Hopfield Networks. A sample dataset composed of the Walsh vectors, an orthogonal system is included by default.
Notes on Perception for Design
December 1, 2015
I took concise notes based on the excellent, scientifically-rigorous textbook Information Visualization: Perception for Design by Colin Ware. I created this PDF using LaTeX, which allowed me the flexibility to create an easy-to-edit, elegant, and compact document layout. I highly recommend the book and these notes for anyone that needs to create data visualizations. See here.
Animated Periodic Table D3
June 22, 2015
A periodic table created in CoffeeScript and D3 with animated transitions.