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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, intersted in AI for Data-Oriented Science!
🎪 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 192 29

  2. TARDIS TARDIS Public

    TARDIS: Topological Algorithms for Robust DIscovery of Singularities

    Python 43 5

  3. orchid orchid Public

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

    Python 18 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 14 3

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

    Simplicial Representation Learning with Neural k-Forms

    Jupyter Notebook 13 5

Repositories

Showing 10 of 39 repositories
  • aidos-lab.github.io Public

    Website of the AIDOS Lab

    aidos-lab/aidos-lab.github.io’s past year of commit activity
    HTML 1 2 0 0 Updated Oct 24, 2025
  • nerve-pool Public

    A pooling layer for simplicial complexes.

    aidos-lab/nerve-pool’s past year of commit activity
    Python 0 BSD-3-Clause 0 0 0 Updated Oct 23, 2025
  • curvature-filtrations Public

    SCOTT: Synthesizing Curvature Operations and Topological Tools

    aidos-lab/curvature-filtrations’s past year of commit activity
    Python 14 BSD-3-Clause 3 0 0 Updated Oct 22, 2025
  • mantra Public

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

    aidos-lab/mantra’s past year of commit activity
    Python 5 BSD-3-Clause 1 1 0 Updated Oct 19, 2025
  • dect Public

    Differentiable Euler Characteristic Transform

    aidos-lab/dect’s past year of commit activity
    Jupyter Notebook 8 BSD-3-Clause 4 4 0 Updated Oct 14, 2025
  • pytorch-topological Public

    A topological machine learning framework based on PyTorch

    aidos-lab/pytorch-topological’s past year of commit activity
    Python 192 BSD-3-Clause 29 10 0 Updated Oct 14, 2025
  • apparent Public

    Analyzing Patient Physician Network Topology

    aidos-lab/apparent’s past year of commit activity
    Python 3 BSD-3-Clause 0 4 (1 issue needs help) 1 Updated Sep 29, 2025
  • DONUT Public

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

    aidos-lab/DONUT’s past year of commit activity
    TeX 14 BSD-3-Clause 1 1 0 Updated Sep 25, 2025
  • grokking-via-lid Public

    Computing Local Intrinsic Dimensions (LID) to detect Grokking of Transformers.

    aidos-lab/grokking-via-lid’s past year of commit activity
    Python 1 0 0 0 Updated Sep 19, 2025
  • Topo_LLM_public Public

    Investigating embedding spaces generated by language models from a topological perspective via local intrinsic dimension (LID).

    aidos-lab/Topo_LLM_public’s past year of commit activity
    Python 1 0 0 0 Updated Sep 19, 2025
View all repositories

People

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