Diego Baptista Theuerkauf's Projects
Anomaly detection and community detection in networks
Probabilistic generative model and efficient algorithm to model reciprocity in directed networks.
My personal repository.
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A NetworkX addon to compute the graph Ricci curvature and Ricci flow.
Inference and sampling on the Hy-MMSBM probabilistic model for hypergraphs.
Python implementation of the img2net algorithm.
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.
This repository contains both the theory and the scripts produced during my master's research.
MODI is an algorithm implementing a multicommodity optimal transport-based dynamics for image classification
Generative algorithm that incorporates both the topology of interactions and node attributes to extract overlapping communities in directed and undirected multilayer networks.
Optimal Transport tools implemented with the JAX framework, to get auto-diff, parallel and jit-able computations.
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