Popular GitHub Repositories for Simplicial Complexes

Topological Deep Learning

Message Passing Neural Networks for Simplicial and Cell Complexes

Representation Learning on Topological Domains

Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called simplicial complexes.

Unsupervised image segmentation by applying topological data analysis techniques.

Official Repository for Simplicial Attention Networks

Exploring the conformational ensembles of protein-protein complexes with transformer-based generative neural networks

A toolkit developed to predict and analyze PROTAC-mediated protein degradation complexes using AlphaFold3.

Glial-inspired ANN algorithm for unsupervised classification and zero-shot prediction of nonstationary dynamics. Based on dynamical systems theory with a bit of simplicial homotopy theory. Preprint of the manuscript available in the URL.

Ce dépôt est un guide pour construire un assistant agent intelligent et modulaire. Il vous apprend à créer des agents autonomes qui utilisent une boîte à outils pour accomplir des tâches complexes, posant les bases pour des systèmes multi-agents