Repositories list

• aidos-lab.github.io

  Public
  Website of the AIDOS Lab (source code and wiki)

  HTML

  •0•1•0•0•Updated Jan 8, 2025Jan 8, 2025

• DONUT

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

  frontendflask-applicationtopological-data-analysis

  TeX

  •

  BSD 3-Clause "New" or "Revised" License

  •1•10•1•0•Updated Jan 3, 2025Jan 3, 2025

• apparent

  Public
  Analyzing Patient Physician Network Topology

  geometrynetwork-analysistopological-data-analysis

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•3•1•0•Updated Dec 30, 2024Dec 30, 2024

• curvature-filtrations

  Public
  SCOTT: Synthesizing Curvature Operations and Topological Tools

  curvaturetopological-data-analysistopological-machine-learning+ 2graph-generative-modelneurips-2023

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •1•13•2•2•Updated Dec 18, 2024Dec 18, 2024

• magnipy

  Public
  Metric Space Magnitude Computations

  Jupyter Notebook

  •

  BSD 3-Clause "New" or "Revised" License

  •0•5•0•1•Updated Dec 11, 2024Dec 11, 2024

• mantra-benchmarks

  Public
  Manifold Triangulations

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•1•0•2•Updated Nov 21, 2024Nov 21, 2024

• mantra

  Public
  A dataset of manifold triangulations

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•0•2•0•Updated Nov 12, 2024Nov 12, 2024

• magnitude-diversity

  Public
  Metric Space Magnitude for Evaluating the Diversity of Latent Representations

  BSD 3-Clause "New" or "Revised" License

  •0•0•0•0•Updated Oct 30, 2024Oct 30, 2024

• gtfstop

  Public
  Topological Analysis of GTFS data

  HTML

  •0•0•0•0•Updated Oct 21, 2024Oct 21, 2024

• CSrankings

  Public
  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.

  Python

  •

  Other

  •3.3k•0•0•0•Updated Oct 17, 2024Oct 17, 2024

• TABAC

  Public
  TABAC: Topological Approximate BAyesian Computation

  Python

  •1•0•0•0•Updated Oct 17, 2024Oct 17, 2024

• Topological-Data-Analysis-on-Brain-Data

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Sep 30, 2024Sep 30, 2024

• dect

  Public
  Differentiable Euler Characteristic Transform

  topological-data-analysistopological-machine-learningeuler-characteristic+ 3topological-deep-learningiclr2024euler-characteristic-transform

  Jupyter Notebook

  •

  BSD 3-Clause "New" or "Revised" License

  •3•2•4•0•Updated Sep 13, 2024Sep 13, 2024

• Presto

  Public
  Mapping the Multiverse of Latent Representations (ICML 2024)

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•5•0•1•Updated Sep 5, 2024Sep 5, 2024

• pytorch-topological

  Public
  A topological machine learning framework based on PyTorch

  deep-learningpytorchtopological-data-analysis+ 1topological-machine-learning

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •21•161•9•0•Updated Aug 22, 2024Aug 22, 2024

• .github

  Public
  MIT License

  •0•0•0•0•Updated Aug 5, 2024Aug 5, 2024

• dect-evaluation

  Public
  Differentiable Euler Characteristic Transform

  topological-data-analysistopological-machine-learningtopological-deep-learning+ 1iclr2024

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•17•0•0•Updated Jun 18, 2024Jun 18, 2024

• neural-k-forms

  Public
  Simplicial Representation Learning with Neural k-Forms

  topological-data-analysisgeometric-deep-learningtopological-deep-learning+ 1iclr2024

  Jupyter Notebook

  •

  BSD 3-Clause "New" or "Revised" License

  •2•9•0•0•Updated Mar 20, 2024Mar 20, 2024

• filtration_surfaces

  Public
  Python

  •1•1•0•0•Updated Oct 31, 2023Oct 31, 2023

• py-oineus

  Public
  Python bindings for `oineus`

  python-bindingspersistent-homologytopological-data-analysis+ 3topological-machine-learningtopological-deep-learningoineus

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •0•0•0•0•Updated Sep 1, 2023Sep 1, 2023

• oineus

  Public
  C++

  •

  Other

  •4•1•0•0•Updated Sep 1, 2023Sep 1, 2023

• TARDIS

  Public
  TARDIS: Topological Algorithms for Robust DIscovery of Singularities

  topological-data-analysisanomaly-detectiontopological-machine-learning+ 2singularity-detectionicml-2023

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •4•40•0•0•Updated Jul 28, 2023Jul 28, 2023

• orchid

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

  graphscurvaturehypergraphs+ 1iclr2023

  Python

  •

  MIT License

  •4•16•0•0•Updated Jun 14, 2023Jun 14, 2023

• SHAPR_torch

  Public
  SHAPR: Code for "Capturing Shape Information with Multi-Scale Topological Loss Terms for 3D Reconstruction"

  persistent-homologytopological-data-analysistopological-machine-learning+ 1cubical-complexes

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •9•0•0•0•Updated Nov 4, 2022Nov 4, 2022

• node2vec-surprises

  Public
  Code for "On the Surprising Behaviour of node2vec"

  node2vecgraph-learningnode2vec-embeddings

  Jupyter Notebook

  •

  BSD 3-Clause "New" or "Revised" License

  •0•2•0•0•Updated Jun 17, 2022Jun 17, 2022

• diffusion-condensation-filtrations

  Public
  Python

  •1•1•0•0•Updated Jun 7, 2022Jun 7, 2022

• rivet

  Public
  RIVET is a tool for Topological Data Analysis, in particular two-parameter persistent homology.

  C++

  •

  GNU General Public License v3.0

  •24•0•0•0•Updated Feb 22, 2022Feb 22, 2022

• ripser

  Public
  Ripser: efficient computation of Vietoris–Rips persistence barcodes

  C++

  •

  MIT License

  •78•0•0•0•Updated Nov 24, 2020Nov 24, 2020