Published April 8, 2026 | Version v1
Dataset Open

Chordless cycle filtrations for dimensionality detection in complex networks via topological data analysis

Authors/Creators

  • 1. ROR icon Universitat de Barcelona
  • 2. ROR icon Indiana University
  • 3. ROR icon Institució Catalana de Recerca i Estudis Avançats

Description

This repository consists of the data and neural network models for the "Chordless cycle filtrations for dimensionality detection in complex networks via topological data analysis" article.

  • The SynNet dataset of 792 000 synthetic networks for neural network training.
  • DimNN neural network checkpoints.

Files

Files (2.1 GB)

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md5:2e6b137c5f2a4172bb152b6f7a0bafc4
2.1 GB Download

Additional details

Software

Repository URL
https://github.com/networkgeometry/detecting-dimensionality-TDA-DimNN