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I wrote a program to easily train a continuous-state Mealy machine and perform inference with Monte Carlo simulations.
2024LinkThe Axelrod library in Python is a research tool for the Iterated Prisoner's Dilemma.
2017-2020LinkProject Titan is a set of software I wrote to make predictions for sports. This is a large project with web scraping, modeling, and architecture components.
2023-2022LinkGo Space is a program / model that attempts to embed similar Tseumego close to each other. The ultimate goal is to use this as a study tool: As the user solves problems, we can explore / exploit to build a map for that user to identify which parts of the go space the user has difficulty. We can then serve problems from difficult regions until the user gets better. Today, the UI has not yet been built, but a V1 model has been built, and there is some evidence that it works well.
2022LinkFor a project, I wanted to arrange data in a table-like, object, but with the requirement: Cells could depend on other cells, with the dependency being any function (to be provided). When I update the cells, I want the children to update as well. As well the data is dynamically saved and loaded, so that the entire table isn't held in memory at once. The link contains a description of the project and design decisions I made; it contains a link to the code on GitHub.
2019LinkI provided some minor clean-ups/tests for a library that demonstrates zero-shot and few-shot classification of documents.
2020LinkDesign database and background program for calculating and storing minesweeper probabilities. A heartbeat will load new work done by the background program.
2024LinkImplement database and background program, with some minor refactoring along the way.
2024Link