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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 160 21

  2. TARDIS TARDIS Public

    TARDIS: Topological Algorithms for Robust DIscovery of Singularities

    Python 40 4

  3. orchid orchid Public

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

    Python 16 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 12 1

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

    Simplicial Representation Learning with Neural k-Forms

    Jupyter Notebook 9 2

Repositories

Showing 10 of 28 repositories
  • aidos-lab.github.io Public

    Website of the AIDOS Lab (source code and wiki)

    aidos-lab/aidos-lab.github.io’s past year of commit activity
    HTML 1 0 0 0 Updated Dec 20, 2024
  • curvature-filtrations Public

    SCOTT: Synthesizing Curvature Operations and Topological Tools

    aidos-lab/curvature-filtrations’s past year of commit activity
    Python 12 BSD-3-Clause 1 2 2 Updated Dec 18, 2024
  • apparent Public

    Analyzing Patient Physician Network Topology

    aidos-lab/apparent’s past year of commit activity
    Jupyter Notebook 3 0 1 1 Updated Dec 12, 2024
  • magnipy Public

    Metric Space Magnitude Computations

    aidos-lab/magnipy’s past year of commit activity
    Jupyter Notebook 5 BSD-3-Clause 0 0 1 Updated Dec 11, 2024
  • mantra-benchmarks Public

    Manifold Triangulations

    aidos-lab/mantra-benchmarks’s past year of commit activity
    Python 1 BSD-3-Clause 0 0 2 Updated Nov 21, 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 Nov 20, 2024
  • mantra Public

    A dataset of manifold triangulations

    aidos-lab/mantra’s past year of commit activity
    Python 0 BSD-3-Clause 0 2 0 Updated Nov 12, 2024
  • magnitude-diversity Public

    Metric Space Magnitude for Evaluating the Diversity of Latent Representations

    aidos-lab/magnitude-diversity’s past year of commit activity
    0 BSD-3-Clause 0 0 0 Updated Oct 30, 2024
  • gtfstop Public

    Topological Analysis of GTFS data

    aidos-lab/gtfstop’s past year of commit activity
    HTML 0 0 0 0 Updated Oct 21, 2024
  • CSrankings Public Forked from emeryberger/CSrankings

    A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

    aidos-lab/CSrankings’s past year of commit activity
    Python 0 3,311 0 0 Updated Oct 17, 2024
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