Name: Tom Needham
Type: User
Company: Florida State University
Bio: Mathematician working in applications of geometry (Riemannian, symplectic, metric) and topology (computational, algebraic) to data science.
Location: Tallahassee, FL
Blog: sites.google.com/site/tneedhammath
Tom Needham's Projects
CO-Optimal Transport
Tools for generating and comparing Decorated Merge Trees, enriched persistence-based topological data descriptors.
alpha shape generator using CGAL
Matlab routines to compute geodesics between open and closed framed space curves. Based on the paper https://arxiv.org/abs/1807.03477
Jupyter notebooks on clustering and classification for the FSU ML Seminar.
A high performance topological machine learning toolbox in Python
Statistics on the space of asymmetric networks via Gromov-Wasserstein distance
This is the repo for the Giotto-tda use-cases challenge 2020.
Math for Data Science, FSU, Fall 2023
Simple program to clean and display DNA minicircle data
Code for matching curves with Elastic Metrics
Plot protein backbones from pdb file
Materials for the Erdos Institute's Code Programming Bootcamp, May 2019.
Scalable framework for comparing metric measure spaces with up to 1M points.
Graph matching and clustering by comparing heat kernels via optimal transport.
Software demonstrations for a course on Topological Data Analysis.
Code to produce Weighted Euler Curve Transforms from segmented greyscale image data