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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, interested in AI for Data-Oriented Science!
🧙 Grounded in mathematics, we build principled methods that reveal hidden structure in complex data.
🏡 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 216 32

  2. TARDIS TARDIS Public

    TARDIS: Topological Algorithms for Robust DIscovery of Singularities

    Python 45 5

  3. orchid orchid Public

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

    Python 19 4

  4. dect-evaluation dect-evaluation Public

    Differentiable Euler Characteristic Transform

    Python 17

  5. curvature-filtrations curvature-filtrations Public

    SCOTT: Synthesizing Curvature Operations and Topological Tools

    Python 18 3

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

    Simplicial Representation Learning with Neural k-Forms

    Jupyter Notebook 14 5

Repositories

Showing 10 of 45 repositories
  • mantra Public

    MANTRA: The Manifold Triangulations Assemblage (A dataset of manifold triangulations)

    aidos-lab/mantra's past year of commit activity
    Python 15 BSD-3-Clause 1 8 6 Updated Sep 7, 2026
  • DONUT Public

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

    aidos-lab/DONUT's past year of commit activity
    TeX 19 BSD-3-Clause 1 1 0 Updated Sep 5, 2026
  • aidos-lab.github.io Public

    Website of the AIDOS Lab

    aidos-lab/aidos-lab.github.io's past year of commit activity
    TeX 1 2 0 0 Updated Sep 3, 2026
  • TARDIS Public

    TARDIS: Topological Algorithms for Robust DIscovery of Singularities

    aidos-lab/TARDIS's past year of commit activity
    Python 45 BSD-3-Clause 5 0 0 Updated Aug 7, 2026
  • mh_cent Public
    aidos-lab/mh_cent's past year of commit activity
    Jupyter Notebook 0 BSD-3-Clause 0 0 0 Updated Jul 15, 2026
  • tdl-workshop Public
    aidos-lab/tdl-workshop's past year of commit activity
    HTML 0 0 0 0 Updated Jul 7, 2026
  • magnipy Public

    Metric Space Magnitude Computations

    aidos-lab/magnipy's past year of commit activity
    Jupyter Notebook 15 BSD-3-Clause 4 1 0 Updated Jun 30, 2026
  • nerve-pool Public

    A pooling layer for simplicial complexes.

    aidos-lab/nerve-pool's past year of commit activity
    Python 1 BSD-3-Clause 0 0 0 Updated Jun 18, 2026
  • rings Public

    Relevant Information in Node features and Graph Structure (ICML 2025)

    aidos-lab/rings's past year of commit activity
    Python 7 BSD-3-Clause 2 0 0 Updated Jun 17, 2026
  • .github Public
    aidos-lab/.github's past year of commit activity
    0 MIT 0 0 0 Updated Jun 12, 2026
View all repositories

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