pathpy / pathpyG
GPU-accelerated Next-Generation Network Analytics and Graph Learning for Time Series Data on Complex Networks.
☆33Updated this week
Related projects ⓘ
Alternatives and complementary repositories for pathpyG
- An OpenSource python package for the analysis of time series data on networks using higher-order and multi-order graphical models.☆85Updated last year
- Probabilistic generative model for mixed-membership community detection in hypergraphs, that also allows to infer missing hyperedges of a…☆23Updated last year
- HGX is a multi-purpose, open-source Python library for higher-order network analysis☆216Updated this week
- This repository contains the data and the code associated to the paper "Hyper-cores promote localization and efficient seeding in higher-…☆11Updated last year
- CompleX Group Interactions (XGI) is a Python package for higher-order networks.☆187Updated this week
- Inference of high-quality embeddings of complex networks into the hyperbolic disk.☆48Updated 3 weeks ago
- The general purpose library for analysing static, temporal and hypergraph networks.☆17Updated last week
- ☆18Updated 2 years ago
- Code for generative hypergraph clustering via modularity-like objective functions.☆22Updated 2 years ago
- Flow stability framework for dynamic community detection in temporal networks☆24Updated last month
- Code associated to the paper 'Simplicial models of social contagion' Nat. Commun. (2019)☆42Updated 2 years ago
- Dynamic Network Analysis library☆109Updated 4 months ago
- Comparative metrics for dynamic networks in Python☆66Updated last year
- Python binding for Reticula: the general purpose library for analysing static, temporal and hypergraph networks.☆18Updated last week
- Tool to numerically solve and analyse simplicial Kuramoto models.☆19Updated last year
- The original library for analyzing multilayer networks.☆125Updated 4 months ago
- A performant, powerful query framework to search for network motifs☆81Updated 3 months ago
- PyGenStability: Multiscale community detection with generalized Markov Stability☆33Updated last week
- Temporal Network Tools☆86Updated last year
- Python code implementing a stable ensemble-based graph partition algorithm (ecg) and 11 graph-aware measures (gam) for comparing graph pa…☆28Updated last year
- Code for the paper "Higher-order motif analysis in hypergraphs"☆25Updated 2 years ago
- ETNgen: A temporal graph generator based on Egocentric Temporal Motifs☆13Updated last year
- Attributed Stream Hypergraph☆13Updated last month
- Performant, pure-Python subgraph isomorphism and monomorphism search (aka "motif search")☆56Updated 3 months ago
- Temporal networks in Python. Provides fast tools to analyze temporal contact networks and simulate dynamic processes on them using Gilles…☆105Updated 4 years ago
- Code for generating Higher-order Network (HON) from data with higher-order dependencies☆64Updated last year
- A library for network {reconstruction, distances, dynamics}☆166Updated last year
- Highly Comparative Graph Analysis - Code for network phenotyping☆44Updated 5 months ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆39Updated last month
- Representation Learning on Topological Domains☆78Updated this week