Welcome to Earlham CS Senior Capstone Experience.

1) I am interested in completing research related to the use of machine learning to generate decision trees which control non-player character behavior in video games. Decision trees are relatively interpretable and have a high-level correspondence to behavior trees, which … Read More

1) I am interested in completing research related to the use of machine learning to generate decision trees which control non-player character behavior in video games. Decision trees are relatively interpretable and have a high-level correspondence to behavior trees, which … Read More

Machine Learning and Dueling: A fighters skill comes from their training, their learned experience through failure, and thousands of reps. This is also exactly how reinforcement learning agents gain their skills– I propose a mutli-agent learning experiment where we attempt … Read More

About me My name is Hang “Hailee” Dang. I am a senior majoring in Data Science with interest in Finance, Data and Business Analytics. My project Abstract Purpose: This paper aims to find a new metric on predicting a technology … Read More

Hello! My name is Tamara and I am a senior Computer Science Major at Earlham College and this is my capstone project. I am interested in applying machine learning and other computational techniques for better understanding of social issues. Here … Read More

Hello! My name is Tamara and I am a senior Computer Science Major at Earlham College and this is my capstone project. I am interested in applying machine learning and other computational techniques for better understanding of social issues. Here … Read More

My name is Khoa, and I am a senior, double-major in Quantitative Economics and Data Science. My tentative project focuses on the application of Machine Learning to study the physical-chemical properties of different molecule structures, which has been proven useful … Read More

Hi everyone, I am Devin. I’m a Data Science major and a senior. For my project, I am creating a win probability model for the National Hockey League. Hockey has been one of my favorite sports since I was a … Read More

I am Tra-Vaughn James, a Computer Science major, and Junior: Today, Bioinformatics is an evolving field, in which computing resources have become more powerful, readily available and workflows have increased in complexity. New workflow management tools (WMT) attempt to develop … Read More

Abstract A low-cost portable sensor system allows users to monitor the different components of the air quality around them. There is a need for a sensor system like this because of the millions of deaths and diseases that occur every … Read More

Final Proposal: https://drive.google.com/file/d/1G8MKPq0wwN7Z83wQYncKorOK_4xJpni6/view?usp=sharing Presentation: https://drive.google.com/file/d/1UC4GmRP-SzGlXY010vyLMKU9AB8n6Y7C/view?usp=sharing

Link: https://docs.google.com/document/d/14-kZlVRu6MqjkvnUXy2IIli00XBygPaH0rUzN811xeY/edit?usp=sharing

Pitch 1: Website that creates tangible, engaging visualizations of probabilities. Humans are poor at conceptualizing probability. I notice that one common reason anti-vaxxers use for refusing the vaccine is that they’d rather take their chances with catching covid than get … Read More