AIDOS Lab

All

35 repositories

shape-synthesis-v2
Public
Generating shapes with Euler Characteristic Transforms.
Jupyter Notebook
•0•1•0•0•Updated Aug 22, 2025Aug 22, 2025
aidos-lab.github.io
Public
Website of the AIDOS Lab
HTML
•0•1•0•0•Updated Aug 22, 2025Aug 22, 2025
dect
Public
Differentiable Euler Characteristic Transform
topological-data-analysis topological-machine-learning euler-characteristic topological-deep-learning iclr2024 euler-characteristic-transform
Jupyter Notebook
•
BSD 3-Clause "New" or "Revised" License
•4•5•4•0•Updated Aug 21, 2025Aug 21, 2025
DONUT
Public
DONUT: Database of Original and Non-Theoretical Applications of Topology
frontend flask-application topological-data-analysis
TeX
•
BSD 3-Clause "New" or "Revised" License
•1•14•1•0•Updated Aug 12, 2025Aug 12, 2025
.github
Public
MIT License
•0•0•0•0•Updated Aug 12, 2025Aug 12, 2025
PECAN
Public
PECAN: Persistent Condensation
Jupyter Notebook
•
Other
•3•0•0•0•Updated Aug 9, 2025Aug 9, 2025
Presto
Public
Mapping the Multiverse of Latent Representations (ICML 2024)
Python
•
BSD 3-Clause "New" or "Revised" License
•0•7•3•2•Updated Aug 9, 2025Aug 9, 2025
apparent
Public
Analyzing Patient Physician Network Topology
geometry network-analysis topological-data-analysis
Python
•
BSD 3-Clause "New" or "Revised" License
•0•3•5•0•Updated Jul 25, 2025Jul 25, 2025
rings
Public
Relevant Information in Node features and Graph Structure (ICML 2025)
evaluation-framework geometric-deep-learning data-centric graph-learning icml-2025
Python
•
BSD 3-Clause "New" or "Revised" License
•1•3•0•0•Updated Jul 22, 2025Jul 22, 2025
ECT
Public
Companion Repository for: "Topology meets Machine Learning: An Introduction using the Euler Characteristic Transform"
Python
•
BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Jul 17, 2025Jul 17, 2025
mantra
Public
MANTRA: The Manifold Triangulations Assemblage (A dataset of manifold triangulations)
dataset graph-dataset topological-data-analysis graph-learning topological-deep-learning iclr2025
Python
•
BSD 3-Clause "New" or "Revised" License
•1•5•1•0•Updated Jul 17, 2025Jul 17, 2025
nervePool
Public
A pooling layer for simplicial complexes
Python
•
MIT License
•1•0•0•0•Updated Jul 8, 2025Jul 8, 2025
pytorch-topological
Public
A topological machine learning framework based on PyTorch
deep-learning pytorch topological-data-analysis topological-machine-learning
Python
•
BSD 3-Clause "New" or "Revised" License
•29•185•9•0•Updated Jul 4, 2025Jul 4, 2025
curvature-filtrations
Public
SCOTT: Synthesizing Curvature Operations and Topological Tools
curvature topological-data-analysis topological-machine-learning graph-generative-model neurips-2023
Python
•
BSD 3-Clause "New" or "Revised" License
•3•14•3•1•Updated Jul 4, 2025Jul 4, 2025
Diss-l-ECT
Public
Diss-l-ECT: Dissecting Graph Data with local Euler Characteristic Transforms
topological-data-analysis graph-learning topological-deep-learning icml-2025
Python
•
BSD 3-Clause "New" or "Revised" License
•0•1•0•0•Updated May 28, 2025May 28, 2025
mantra-benchmarks
Public
MANTRA: The Manifold Triangulations Assemblage (A dataset of manifold triangulations) — Benchmarks Repository
dataset graph-dataset topological-data-analysis graph-learning topological-deep-learning iclr2025
Python
•
BSD 3-Clause "New" or "Revised" License
•0•2•0•0•Updated Apr 17, 2025Apr 17, 2025
magnipy
Public
Metric Space Magnitude Computations
Jupyter Notebook
•
BSD 3-Clause "New" or "Revised" License
•1•6•0•0•Updated Feb 20, 2025Feb 20, 2025
TDA-Railways
Public
Jupyter Notebook
•1•0•0•0•Updated Dec 17, 2024Dec 17, 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
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Other
•3.6k•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-evaluation
Public
Differentiable Euler Characteristic Transform
topological-data-analysis topological-machine-learning topological-deep-learning iclr2024
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-analysis geometric-deep-learning topological-deep-learning iclr2024
Jupyter Notebook
•
BSD 3-Clause "New" or "Revised" License
•5•12•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-bindings persistent-homology topological-data-analysis topological-machine-learning topological-deep-learning oineus
Python
•
BSD 3-Clause "New" or "Revised" License
•0•0•0•0•Updated Sep 1, 2023Sep 1, 2023
oineus
Public
C++
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Other
•4•1•0•0•Updated Sep 1, 2023Sep 1, 2023
TARDIS
Public
TARDIS: Topological Algorithms for Robust DIscovery of Singularities
topological-data-analysis anomaly-detection topological-machine-learning singularity-detection icml-2023
Python
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BSD 3-Clause "New" or "Revised" License
•5•43•0•0•Updated Jul 28, 2023Jul 28, 2023
orchid
Public
Ollivier-Ricci Curvature for Hypergraphs: A Unified Framework (ICLR 2023)
graphs curvature hypergraphs iclr2023
Python
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MIT License
•4•18•0•0•Updated Jun 14, 2023Jun 14, 2023