Visualization

• Code for a statistics class April 17, 2017
  programming • projects
  Git • GitHub • project • math • visualization • machine learning • C • Python • Makefile • MATLAB • Shell

  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
  informative • tutorials • science • projects
  Git • GitHub • LaTeX • visualization

  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
  programming • projects • science
  Git • GitHub • project • web • frontend • chemistry • visualization • aesthetic • JavaScript • CoffeeScript • HTML • CSS • Makefile

  A periodic table created in CoffeeScript and D3 with animated transitions.