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@aidos-lab

AIDOS Lab

AIDOS LAB at the Institute of AI for Health @ Helmholtz Munich and Technical University of Munich

Pinned

  1. pytorch-topological pytorch-topological Public

    A topological machine learning framework based on PyTorch

    Python 139 14

  2. TARDIS TARDIS Public

    TARDIS: Topological Algorithms for Robust DIscovery of Singularities

    Python 37 5

  3. orchid orchid Public

    Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework (ICLR 2023)

    Python 14

  4. DECT DECT Public

    Differentiable Euler Characteristic Transform

    Python 15

  5. CFGGME CFGGME Public

    Curvature Filtrations for Graph Generative Model Evaluation

    Python 5 1

  6. neural-k-forms neural-k-forms Public

    Simplicial Representation Learning with Neural k-Forms

    Jupyter Notebook 7 2

Repositories

Showing 10 of 19 repositories
  • DECT Public

    Differentiable Euler Characteristic Transform

    Python 15 BSD-3-Clause 0 0 0 Updated Apr 19, 2024
  • DONUT Public

    DONUT: Database of Original and Non-Theoretical Applications of Topology

    Jupyter Notebook 9 BSD-3-Clause 1 0 0 Updated Mar 22, 2024
  • neural-k-forms Public

    Simplicial Representation Learning with Neural k-Forms

    Jupyter Notebook 7 BSD-3-Clause 2 0 0 Updated Mar 20, 2024
  • pytorch-topological Public

    A topological machine learning framework based on PyTorch

    Python 139 BSD-3-Clause 14 7 0 Updated Jan 30, 2024
  • TEQUAL Public

    Topological Equivalency classes for Understanding Autoencoder Latent Spaces

    Python 1 MIT 0 0 0 Updated Jan 19, 2024
  • dotfiles Public

    Some "dotfiles" (helper scripts and configuration files) that are helpful for all lab members

    Shell 0 0 0 0 Updated Jan 2, 2024
  • .github Public
    0 MIT 0 0 0 Updated Nov 10, 2023
  • Python 1 1 0 0 Updated Oct 31, 2023
  • CFGGME Public

    Curvature Filtrations for Graph Generative Model Evaluation

    Python 5 BSD-3-Clause 1 0 0 Updated Oct 27, 2023
  • EmbedEQ Public

    Determining hyperparameter equivalency classes for dimensionality reduction algorithms based on the topology of the embedding space.

    Python 1 MIT 0 0 0 Updated Oct 26, 2023

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