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@aidos-lab

AIDOS Lab

AIDOS LAB at the University of Fribourg
README.md

AIDOS Lab

🤔 We are a research lab at the University of Fribourg in Switzerland!
🎪 We are also affiliated with Helmholtz Munich and Technical University of Munich.
🧙 We are fascinated by discovering hidden structures in complex data sets, in particular those arising in healthcare applications.
🏡 Learn more about us on our homepage.
🌈 These are our public projects. Check them out—we are looking forward to your feedback!

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  1. pytorch-topological pytorch-topological Public

    A topological machine learning framework based on PyTorch

    Python 145 18

  2. TARDIS TARDIS Public

    TARDIS: Topological Algorithms for Robust DIscovery of Singularities

    Python 39 5

  3. orchid orchid Public

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

    Python 16 1

  4. dect-evaluation dect-evaluation Public

    Differentiable Euler Characteristic Transform

    Python 17

  5. curvature-filtrations curvature-filtrations Public

    Curvature Filtrations for Graph Generative Model Evaluation

    Python 6 1

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

    Simplicial Representation Learning with Neural k-Forms

    Jupyter Notebook 8 2

Repositories

Showing 10 of 21 repositories
  • .github Public
    aidos-lab/.github’s past year of commit activity
    0 MIT 0 0 0 Updated Aug 5, 2024
  • aidos-lab.github.io Public
    aidos-lab/aidos-lab.github.io’s past year of commit activity
    HTML 1 0 0 0 Updated Aug 5, 2024
  • DONUT Public

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

    aidos-lab/DONUT’s past year of commit activity
    TeX 10 BSD-3-Clause 1 1 0 Updated Aug 5, 2024
  • Presto Public

    Mapping the Multiverse of Latent Representations (ICML 2024)

    aidos-lab/Presto’s past year of commit activity
    Python 5 BSD-3-Clause 0 0 0 Updated Jul 29, 2024
  • mantra Public

    A dataset of manifold triangulations

    aidos-lab/mantra’s past year of commit activity
    Python 0 BSD-3-Clause 0 3 0 Updated Jul 25, 2024
  • dect Public

    Differentiable Euler Characteristic Transform

    aidos-lab/dect’s past year of commit activity
    Jupyter Notebook 1 BSD-3-Clause 3 5 0 Updated Jul 19, 2024
  • dect-evaluation Public

    Differentiable Euler Characteristic Transform

    aidos-lab/dect-evaluation’s past year of commit activity
    Python 17 BSD-3-Clause 0 0 0 Updated Jun 18, 2024
  • neural-k-forms Public

    Simplicial Representation Learning with Neural k-Forms

    aidos-lab/neural-k-forms’s past year of commit activity
    Jupyter Notebook 8 BSD-3-Clause 2 0 0 Updated Mar 20, 2024
  • pytorch-topological Public

    A topological machine learning framework based on PyTorch

    aidos-lab/pytorch-topological’s past year of commit activity
    Python 145 BSD-3-Clause 18 8 0 Updated Jan 30, 2024
  • dotfiles Public

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

    aidos-lab/dotfiles’s past year of commit activity
    Shell 0 0 0 0 Updated Jan 2, 2024
View all repositories

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