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Hi there, I'm Diego 👋

Navigating the vast landscapes of optimal transport, networks, and hypernetworks, while crafting code, automating processes, and weaving science into words and illustrations.

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Diego Baptista Theuerkauf's Projects

crep icon crep

Probabilistic generative model and efficient algorithm to model reciprocity in directed networks.

diegoabt.github.io icon diegoabt.github.io

✨ Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

hy-mmsbm icon hy-mmsbm

Inference and sampling on the Hy-MMSBM probabilistic model for hypergraphs.

img2net icon img2net

Python implementation of the img2net algorithm.

jointcrep icon jointcrep

Probabilistic generative model for network analysis that takes into account community structure and reciprocity by specifying a closed-form joint distribution of a pair of network edges.

master-research icon master-research

This repository contains both the theory and the scripts produced during my master's research.

modi icon modi

MODI is an algorithm implementing a multicommodity optimal transport-based dynamics for image classification

mtcov icon mtcov

Generative algorithm that incorporates both the topology of interactions and node attributes to extract overlapping communities in directed and undirected multilayer networks.

ott icon ott

Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.

swot icon swot

Identify email addresses or domains names that belong to colleges or universities. Help automate the process of approving or rejecting academic discounts.

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