hypergraphs
There are 7 repositories under hypergraphs topic.
- Language:Python 653
graphbrain / graphbrain
Language, Knowledge, Cognition
Language:Python 622- cleora
BaseModelAI / cleora
Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by Synerise.com team.
Language:Jupyter Notebook 511 - kahypar
kahypar / kahypar
KaHyPar (Karlsruhe Hypergraph Partitioning) is a multilevel hypergraph partitioning framework providing direct k-way and recursive bisection based partitioning algorithms that compute solutions of very high quality.
Language:C++ 490 yamafaktory / hypergraph
Hypergraph is data structure library to create a directed hypergraph in which a hyperedge can join any number of vertices.
Language:Rust 317- hypergraphx
HGX-Team / hypergraphx
HGX is a multi-purpose, open-source Python library for higher-order network analysis
Language:Python 280 - Language:Jupyter Notebook 226
- mt-kahypar
Mt-KaHyPar (Multi-Threaded Karlsruhe Hypergraph Partitioner) is a shared-memory multilevel graph and hypergraph partitioner equipped with parallel implementations of techniques used in the best sequential partitioning algorithms. Mt-KaHyPar can partition extremely large hypergraphs very fast and with high quality.
Language:C++ 165 ma-compbio / Hyper-SAGNN
hypergraph representation learning, graph neural network
Language:Python 100iMoonLab / Hypergraph-DB
Hypergraph Database with Hypergraph Visualization.
Language:Python 42joshpxyne / deep-hyperedges
New Algorithms for Learning on Hypergraphs
Language:Jupyter Notebook 41- Language:Chapel 31
Jpickard1 / Hypergraph-Analysis-Toolbox
A software for hypergraph and multi-way network analysis 🌐
Language:Python 29reticula-network / reticula-python
Python binding for Reticula: the general purpose library for analysing static, temporal and hypergraph networks.
Language:C++ 23AdrianBZG / HyperBERT
[EMNLP 2024] HyperBERT: Mixing Hypergraph-Aware Layers with Language Models for Node Classification on Text-Attributed Hypergraphs
Language:Python 22The general purpose library for analysing static, temporal and hypergraph networks.
Language:C++ 20- orchidLanguage:Python 18
geon0325 / MoCHy
Source code for VLDB 2020 paper "Hypergraph Motifs: Concepts, Algorithms, and Discoveries."
Language:C++ 17- Language:Python 15
GiulioRossetti / ASH
Attributed Stream Hypergraph
Language:Python 14vaibhavkarve / multihypergraph
A simple python package for graph theory that supports multi-edges, hyper-edges, looped-edges and every other combination of these.
Language:Python 14Source code for KAIS (2023) paper "Temporal Hypergraph Motifs" and ICDM 2021 paper "THyMe+: Temporal Hypergraph Motifs and Fast Algorithms for Exact Counting."
Language:C++ 13- Language:C++ 12
nwlandry / hypercontagion
Library for epidemics on hypergraphs
Language:Python 12mapequation / mapping-hypergraphs
Data and source code for the paper "How choosing random-walk model and network representation matters for flow-based community detection in hypergraphs"
Language:Jupyter Notebook 11Source code for WWW 2024 paper "VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation."
Language:Python 8Source code for IJCAI 2022 paper "HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams."
Language:C++ 7- Language:Python 7
gisc-ufv / hyperSIS
Optimized Gillespie Algorithms (OGA) for spreading processes on higher-order networks
Language:Fortran 6A python package that recognizes clauses, Cnfs, graphs, hypergraphs, and multi-hypergraphs. The package implements local graph-rewriting, graph-satchecking, calculation of graph disjunctions, as well as checking of new reduction rules.
Language:Jupyter Notebook 6hypper-team / hypper
Hypergraph-based data mining for binary classification
Language:Python 5KrishnaswamyLab / hypergraph-wavelets
Hyperedge Representations with Hypergraph Wavelets: Applications to Spatial Transcriptomics
Language:Jupyter Notebook 5orbitmines / ray
A Universal Language: A programming language, theorem prover, version control system, database and rendering engine. And its respective IDE: The Ether.
Language:JavaScript 5asamallab / Poset-Hypergraph-Curvature
This repository is associated with the paper: “A Poset-Based Approach to Curvature of Hypergraphs”
Language:Python 4tigerkey10 / HIT
HIT (Hypergraph Interaction Transformer) for therapeutic gene prediction (Authors' PyTorch Implementation).
Language:Python 4- HypED
lady-bluecopper / HypED
Approximate point-to-point s-Distances in Hypergraphs
Language:Jupyter Notebook 3
