Kyle Zeller's AI2 Work Site

Introduction

My name is Kyle Zeller, I am a dual major in Electrical & Computer Engineering and Computer Science. I'm taking this course because I'm very interested in this particular field of computer science as it pertains to what I plan to do going forward in the future.
This page represents work that I have completed with respect to the CSC466 course during the Spring 2017 semester. Each entry is labeled according to the name of the assignment, and the work is organized chronologically.

My Research Project

1. Kohonen Self Organizing Maps: Color Recognition  Visual
2. Project Decomposition  Visual
• TASK 1:​ Symbolically visualizing the map  Visual |  Code |  Demo
• TASK 2:​ Initializing the weight vector map  Visual |  Code |  Demo
• TASK 3:​ Finding the winning weight vector  Visual |  Code |  Demo
• TASK 4:​ Finding neighboring weight vectors  Visual |  Code |  Demo
• TASK 5:​ Creating the learning function  Visual |  Code |  Demo
• TASK 6:​ Scaling the neighboring weight vectors  Visual |  Code |  Demo
• TASK 7:​ Visualizing the grade of the SOMs  Visual |  Code |  Demo |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample
• TASK 8:​ Color recognition through classification  Visual |  Code |  Demo
• TASK 9:​ Similarity visualization  Visual |  Code |  Demo |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample
• TASK 10:​ SOMs color visualization  Visual |  Code |  Demo |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample
• TASK 11:​ Paint a canvas from colors in two different clusters  Visual |  Code |  Demo |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample |  Sample
• TASK 12:​ Write all clusters to a file  Visual |  Code |  Demo |  Sample
3. Project Presentation  Visual
4. Project Paper  Visual

My Course Work

1. AI2 QoD 2: Two Lisp Ditties  Code
2. AI2 Conceptual Assignment: Machine Learning Videos  Neural networks [7.3] : Deep learning - A short description for the video on the basic idea of unsupervised pre-training.
3. AI2 Conceptual Assignment: Learning and Machine Learning  Visual
• AI2 Conceptual Assignment: Candidate Research/Programming Projects : Kohonen Self Organizing Maps: Color Recognition  Visual
• AI2 Conceptual Assignment: Candidate Research/Programming Projects : Support Vector Machines: Color Classification  Visual
4. AI2 Programming Assignment: TTT LM Assignment 1 "Play"  Code |  Demo |  Visual
5. AI2 Programming Assignment: TTT LM Assignment 2 "Visualization, Analysis, and Statistics"  Code |  Demo
6. AI2 Programming Assignment: TTT LM Assignment 3 "Modeling Two TTT Machines"  Code |  Demo
7. AI2 QoD 4: TTT Make Rule / Rule Use  Code

Other Links

• AI1 Work Site - Everything from AI1

---

Sources Listed Below:

Cawsey, Alison. The Essence of Artificial Intelligence. Harlow, England: Prentice Hall, 1998. Print.

---

---

---

This Webpage has been created by Kyle Zeller

Please feel free to contact me through kzeller@oswego.edu for any questions, comments, or concerns

Thanks for visiting!!!