Topological Deep Learning
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Updated
Jul 8, 2024 - Jupyter Notebook
Topological Deep Learning
A curated list of topological deep learning (TDL) resources and links.
Computing on Topological Domains
Representation Learning on Topological Domains
TopoBenchmarkX is a Python library designed to standardize benchmarking and accelerate research in Topological Deep Learning
Official Repository for Simplicial Attention Networks
Differentiable Euler Characteristic Transform
Simplicial Representation Learning with Neural k-Forms
Combinatorial Complex Score-based Diffusion model using stochastic differential equations
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.
Differentiable Euler Characteristic Transform
Python bindings for `oineus`
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