pathpy / pathpyG
GPU-accelerated Next-Generation Network Analytics and Graph Learning for Time Series Data on Complex Networks.
☆43Updated 2 months ago
Alternatives and similar repositories for pathpyG:
Users that are interested in pathpyG are comparing it to the libraries listed below
- Probabilistic generative model for mixed-membership community detection in hypergraphs, that also allows to infer missing hyperedges of a…☆26Updated last year
- This repository contains the data and the code associated to the paper "Hyper-cores promote localization and efficient seeding in higher-…☆12Updated last year
- CompleX Group Interactions (XGI) is a Python package for higher-order networks.☆207Updated last week
- HGX is a multi-purpose, open-source Python library for higher-order network analysis☆249Updated last week
- Code for the paper "Higher-order motif analysis in hypergraphs"☆30Updated 3 years ago
- Temporal Graph Analysis with TGX☆25Updated 5 months ago
- An OpenSource python package for the analysis of time series data on networks using higher-order and multi-order graphical models.☆83Updated 2 years ago
- Code associated to the paper 'Simplicial models of social contagion' Nat. Commun. (2019)☆44Updated 3 years ago
- Code for generative hypergraph clustering via modularity-like objective functions.☆22Updated 2 years ago
- Inference of high-quality embeddings of complex networks into the hyperbolic disk.☆49Updated 5 months ago
- The original library for analyzing multilayer networks.☆139Updated 8 months ago
- Code for generating Higher-order Network (HON) from data with higher-order dependencies☆66Updated last year
- ETNgen: A temporal graph generator based on Egocentric Temporal Motifs☆13Updated last year
- Python code implementing a stable ensemble-based graph partition algorithm (ecg) and 11 graph-aware measures (gam) for comparing graph pa…☆30Updated last year
- Python binding for Reticula: the general purpose library for analysing static, temporal and hypergraph networks.☆19Updated 5 months ago
- Flow stability framework for dynamic community detection in temporal networks☆24Updated 2 weeks ago
- The general purpose library for analysing static, temporal and hypergraph networks.☆18Updated 4 months ago
- Tutorial for the ScHoLP.jl library and reproducing results from the accompanying paper.☆41Updated 6 years ago
- PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric. The paper is accepte…☆138Updated 2 months ago
- Fast code for SIR on temporal networks☆25Updated 3 years ago
- This page is a companion for our paper on optimal link prediction, written by Amir Ghasemian, Homa Hosseinmardi, Aram Galstyan, Edoardo M…☆66Updated last year
- Software for "Configuration Models of Random Hypergraphs"☆28Updated 2 years ago
- Data for the paper "Simplicial closure and higher-order link prediction"☆19Updated 6 years ago
- Dynamic Network Analysis library☆111Updated 9 months ago
- Repository of the paper "Machine learning dismantling and early-warning signals of disintegration in complex systems" by M. Grassia, M. D…☆40Updated 3 years ago
- PyGenStability: Multiscale community detection with generalized Markov Stability☆35Updated last week
- Multilayer network tensor factorization, for community detection, link prediction and measure layer interdependence.☆42Updated 4 years ago
- Attributed Stream Hypergraph☆14Updated 6 months ago
- A library for network {reconstruction, distances, dynamics}☆167Updated 2 years ago
- Accelerating Network Layouts Using Graph Neural Networks☆23Updated 2 years ago