It’s a lot of fun to build programs that bring mathematics to life in useful ways. Most recently I’ve been working on machine learning projects, using C.M. Bishop’s Pattern Recognition and Machine Learning as a reference. I am also interested in computer graphics and numerical programming.

Math Objects and Older Projects

1. •Matrices
   

2. •Finite Fields of Prime Order
   

3. •Image Painter

Math Algorithms

1. •Arithmetic Quota Complex Computer
   

2. •Divisor Quota Complex Computer
   

3. •Random Vietoris-Rips Complex Homology Computer

Machine Learning

1. •Neural Networks with Visualizations
   

2. •AdaBoost with Visualization
   

3. •EM Method for Gaussian and Bernoulli Mixtures with Visualization
   

4. •Multi-class Logistic Regression with Visualizations
   

5. •Bayesian PCA
   

6. •And more...

I built the following projects in C++, Python  and Objective C. I used C++ or Python to code the underlying mathematics. I built user interfaces with either Objective C, via Cocoa, or the Python Tkinter module. Cocoa GUIs were compiled for OSX 10.6.

About this image

<< Back to Welcome page