trneedham
Mathematician working in applications of geometry (Riemannian, symplectic, metric) and topology (computational, algebraic) to data science.
Florida State UniversityTallahassee, FL
Pinned Repositories
Decorated-Merge-Trees
Tools for generating and comparing Decorated Merge Trees, enriched persistence-based topological data descriptors.
gromov-wasserstein-statistics
Statistics on the space of asymmetric networks via Gromov-Wasserstein distance
IntroductionToTopologicalDataAnalysis
MathForDataScience-Fa22
Planar-Elastic-Metrics
Code for matching curves with Elastic Metrics
Python-Bootcamp-2019
Materials for the Erdos Institute's Code Programming Bootcamp, May 2019.
QuantizedGromovWasserstein
Scalable framework for comparing metric measure spaces with up to 1M points.
Spectral-Gromov-Wasserstein
Graph matching and clustering by comparing heat kernels via optimal transport.
TDASpring21
Software demonstrations for a course on Topological Data Analysis.
Weighted-Euler-Curve-Transform
Code to produce Weighted Euler Curve Transforms from segmented greyscale image data
trneedham's Repositories
trneedham/Spectral-Gromov-Wasserstein
Graph matching and clustering by comparing heat kernels via optimal transport.
trneedham/Decorated-Merge-Trees
Tools for generating and comparing Decorated Merge Trees, enriched persistence-based topological data descriptors.
trneedham/QuantizedGromovWasserstein
Scalable framework for comparing metric measure spaces with up to 1M points.
trneedham/gromov-wasserstein-statistics
Statistics on the space of asymmetric networks via Gromov-Wasserstein distance
trneedham/TDASpring21
Software demonstrations for a course on Topological Data Analysis.
trneedham/IntroductionToTopologicalDataAnalysis
trneedham/Python-Bootcamp-2019
Materials for the Erdos Institute's Code Programming Bootcamp, May 2019.
trneedham/Weighted-Euler-Curve-Transform
Code to produce Weighted Euler Curve Transforms from segmented greyscale image data
trneedham/MathForDataScience-Fa22
trneedham/Planar-Elastic-Metrics
Code for matching curves with Elastic Metrics
trneedham/TDACourse
trneedham/Topologically-Attributed-Graphs
trneedham/DistrictingAndTDA
trneedham/Framed-Curve-Matching
Matlab routines to compute geodesics between open and closed framed space curves. Based on the paper https://arxiv.org/abs/1807.03477
trneedham/MathForDataScience-Fall21
trneedham/MathForDataScience-Fall24
Course Materials for Math for Data Science Course at FSU
trneedham/MathForDataScience-Sp22
trneedham/Code2020Materials
trneedham/COOT
CO-Optimal Transport
trneedham/diode
alpha shape generator using CGAL
trneedham/FSU_Machine_Learning_Seminar
Jupyter notebooks on clustering and classification for the FSU ML Seminar.
trneedham/giotto-learn
A high performance topological machine learning toolbox in Python
trneedham/gtda-challenge-2020
This is the repo for the Giotto-tda use-cases challenge 2020.
trneedham/MathForDataScience-Fall23
Math for Data Science, FSU, Fall 2023
trneedham/minicircles
Simple program to clean and display DNA minicircle data
trneedham/proteins
Plot protein backbones from pdb file