GitHub topics: topological-deep-learning
geometric-intelligence/TopoBench
TopoBench is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning
Language: Python - Size: 39.3 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 165 - Forks: 21
pyt-team/TopoNetX
Computing on Topological Domains
Language: Jupyter Notebook - Size: 5.95 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 236 - Forks: 44
pyt-team/pyt-team.github.io
Language: HTML - Size: 324 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 5 - Forks: 3
pyt-team/TopoEmbedX
Representation Learning on Topological Domains
Language: Jupyter Notebook - Size: 859 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 87 - Forks: 12
pyt-team/TopoModelX
Topological Deep Learning
Language: Jupyter Notebook - Size: 13.5 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 292 - Forks: 101
lrnzgiusti/awesome-topological-deep-learning
A curated list of topological deep learning (TDL) resources and links.
Size: 126 KB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 255 - Forks: 20
Byeol-Haneul/CosmoTopo
Topological Deep Learning on Cosmological Datasets
Language: Jupyter Notebook - Size: 3.75 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0
aidos-lab/mantra
MANTRA: The Manifold Triangulations Assemblage (A dataset of manifold triangulations)
Language: Python - Size: 24.8 MB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 5 - Forks: 1
AdrienC21/CCSD
Combinatorial Complex Score-based Diffusion model using stochastic differential equations
Language: Python - Size: 65.6 MB - Last synced at: 2 days ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 1
aidos-lab/Diss-l-ECT
Diss-l-ECT: Dissecting Graph Data with local Euler Characteristic Transforms
Language: Python - Size: 11.4 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0
aidos-lab/neural-k-forms
Simplicial Representation Learning with Neural k-Forms
Language: Jupyter Notebook - Size: 323 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 5
aidos-lab/mantra-benchmarks
MANTRA: The Manifold Triangulations Assemblage (A dataset of manifold triangulations) — Benchmarks Repository
Language: Python - Size: 1.11 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0
aidos-lab/dect-evaluation
Differentiable Euler Characteristic Transform
Language: Python - Size: 21 MB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 17 - Forks: 0
gerardPlanella/LSPE-EGNN
Investigating the extent to which structural encodings in geometric methods contribute in capturing topological information and developing a generic framework (ToGePi) to inject topological and geometric information into MPNN architectures.
Language: Python - Size: 1.6 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1
aidos-lab/py-oineus
Python bindings for `oineus`
Language: Python - Size: 6.84 KB - Last synced at: 6 months ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
lrnzgiusti/Simplicial-Attention-Networks
Official Repository for Simplicial Attention Networks
Language: Python - Size: 36 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 17 - Forks: 1