Preston Malen

Neural Operators

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Project 2 for MATH 5320 Fall 2025

HW03 for Math 5320

Topological Data Analysis pipeline for examination of time series with the Wasserstein-1 metric. This repo was mainly created to track and save progress on my master's project. For privacy and security reasons, several files and functions have been omitted. I do intend to streamline things when time allows.

Spectral deep learning with Sobolev loss

Given an opponents Pokemon team, this will return the Pokemon most likely to beat the opponenet team in battle.

Using RL and Lean to learn and validate mathematical proofs.

Using GDL methods for segmentation and classification of MRI images.

States on C*-algebras and the GNS construction

A simple application of SVD to compress images.

Implementing the Riemmanian Potato algorithm with PTBXL data

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Rolling notes on Riemmanian/Khaler geometry, exterior algebra, and other topics from algebraic geometry.

Making algebraic objects to refresh my OOP and group/ring theory

Multi label classification of ECG signals

Computing 2D convex hull via some of the "standard" algorithms. The idea is to eventually parallelize this in Cuda or Bend.

Learning Bend

Practicing SKlearn.

Trains and classifies images of ASL symbols

A simple Gudhi example using Pokemon data from Kaggle.

Numerical Implementation of a 1-D Finite Difference Method

Automates the sending of an email in python

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A random collefction of CS assignments

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Towers of Hanoi Project for CodeAcademy Computer Science Course

A spin on Plants VS. Zombies I made in a beginner cs class