Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: dynamic-graphs

KimMeen/Awesome-GNN4TS

📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

Size: 296 KB - Last synced: 3 days ago - Pushed: 9 months ago - Stars: 440 - Forks: 45

kAI-swa/tgn-aa Fork of twitter-research/tgn

TGN-AA: Temporal Graph Networks with attention-based aggregator

Language: Python - Size: 1020 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 0 - Forks: 0

domargan/awesome-dynamic-graphs

A collection of resources on dynamic/streaming/temporal/evolving graph processing systems, databases, data structures, datasets, and related academic and industrial work

Size: 64.5 KB - Last synced: about 5 hours ago - Pushed: about 1 year ago - Stars: 119 - Forks: 16

NemesLaszlo/GraphS-system

This repository contains a our work about the "Real-time Constrained Cycle Detection in Large Dynamic Graphs" paper, which present a GraphS system to efficiently detect constrained cycles in a dynamic graph, which is changing constantly, and return the satisfying cycles in real-time.

Language: Java - Size: 18.6 KB - Last synced: 16 days ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1

CRIPAC-DIG/DGCF

[ICDM 2020] Python implementation for "Dynamic Graph Collaborative Filtering."

Language: Python - Size: 334 KB - Last synced: 23 days ago - Pushed: 24 days ago - Stars: 39 - Forks: 6

ansonb/EFT

The code for our ICLR 2024 paper: "Beyond Spatio-Temporal Representations: Evolving Fourier Transform for Temporal Graphs"

Language: Python - Size: 7.21 MB - Last synced: 28 days ago - Pushed: 28 days ago - Stars: 0 - Forks: 0

pedugnat/dynnode2vec

dynnode2vec is a python package that implements algorithms to embed dynamic graphs

Language: Python - Size: 36.7 MB - Last synced: 9 days ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 1

jmftrindade/awesome-temporal-graphs Fork of domargan/awesome-dynamic-graphs

A collection of resources on dynamic/streaming/temporal/evolving graph processing systems, databases, data structures, datasets, and related academic and industrial work

Size: 54.7 KB - Last synced: 3 days ago - Pushed: 3 months ago - Stars: 8 - Forks: 0

KuangenZhang/ldgcnn

Linked Dynamic Graph CNN: Learning through Point Cloud by Linking Hierarchical Features

Language: Python - Size: 42.5 MB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 73 - Forks: 18

wondergo2017/sild

Implementation codes for NeurIPS23 paper "Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts"

Language: Python - Size: 2.29 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2 - Forks: 0

Cantoria/dynamic-graph-papers

Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph

Size: 72.3 KB - Last synced: 3 months ago - Pushed: 7 months ago - Stars: 372 - Forks: 63

domargan/parallel-packed-csr

A parallel packed CSR data structure for large-scale dynamic graphs

Language: C++ - Size: 17.4 MB - Last synced: 17 days ago - Pushed: over 1 year ago - Stars: 13 - Forks: 4

jxh4945777/Social-Knowledge-Graph-Papers

A paper list of research about social knowledge graph

Size: 146 KB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 54 - Forks: 9

KuroginQin/OpenTLP

[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.

Language: Python - Size: 12.9 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 29 - Forks: 4

minjiyoon/KDD19-AnomRank

Anomaly Detection in Dynamic Graphs

Language: C++ - Size: 3.42 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 27 - Forks: 7

zeno129/DYANE

DYnamic Attributed Node rolEs (DYANE) is an attributed dynamic-network generative model based on temporal motifs and attributed node behavior.

Language: Python - Size: 2.97 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

aravindsankar28/DySAT

Representation learning on dynamic graphs using self-attention networks

Language: Python - Size: 2.39 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 245 - Forks: 43

EdisonLeeeee/SpikeNet

[AAAI23] Scaling Up Dynamic Graph Representation Learning via Spiking Neural Networks

Language: Python - Size: 980 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 33 - Forks: 5

barkincavdaroglu/Link-Prediction-Mesh-Network

PyTorch Implementation of a Deep Learning Model for Temporal Link Prediction in MANETs

Language: Python - Size: 1.23 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 2 - Forks: 1

NemesLaszlo/Random-Walk-On-Graphs Fork of Spiler98/Random-Walk-On-Graphs

This repository contains a our work about the "How to Explore a Fast-Changing World" paper, where we cover the simple random walk on directed graphs and undirected graphs and the lazy random walk on dynamic graphs. In terms of the cover time.

Language: Java - Size: 19.5 KB - Last synced: 16 days ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

StraphX/Straph

Straph is a Python package for the modelisation, analysis and visualisation of Stream Graphs (https://arxiv.org/abs/1710.04073).

Language: Python - Size: 15.4 MB - Last synced: 18 days ago - Pushed: over 2 years ago - Stars: 5 - Forks: 3

erfanloghmani/myket-android-application-market-dataset

This Myket Dataset comprises Android application install interactions from a subset of users in the Myket Android application market.

Language: Jupyter Notebook - Size: 18.5 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

StephanyRajeh/TGF

A framework to generate graph features for anomalous link detection

Size: 7.81 KB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

zeno129/DYMOND

DYnamic MOtif-NoDes (DYMOND) is a dynamic network generative model based on temporal motifs and node behavior.

Language: Python - Size: 5.63 MB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 9 - Forks: 1

simondelarue/dynGNN

Representation and learning framework for dynamic graphs using Graph Neural Networks.

Language: Python - Size: 88 MB - Last synced: 10 months ago - Pushed: over 2 years ago - Stars: 9 - Forks: 0

jhljx/CTGCN

CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056

Language: Python - Size: 25.1 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 72 - Forks: 23

johnaaron-git/masters-thesis

A survey of 'explainable' deep learning anomaly detection methods that are compatible with dynamic graph data

Language: TeX - Size: 3.08 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

enoche/tGraphAD

Research sources on graph-based anomaly detection

Size: 105 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 9 - Forks: 1

VGraphRNN/VGRNN

Variational Graph Recurrent Neural Networks - PyTorch

Language: Python - Size: 9.55 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 95 - Forks: 31

KimMeen/Neural-Temporal-Walks

[NIPS 2022] The official PyTorch implementation of "Neural Temporal Walks: Motif-Aware Representation Learning on Continuous-Time Dynamic Graphs"

Language: Python - Size: 173 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 28 - Forks: 5

eren-ck/dg2pix

Pixel-Based Visual Analysis of Dynamic Graphs (VDS 2020 at IEEE VIS20)

Language: JavaScript - Size: 37.7 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

aravindsankar28/GraFRank

Code for "Graph Neural Networks for Friend Ranking in Large-scale Social Platforms" (WWW 2021).

Language: Python - Size: 156 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 26 - Forks: 2

shixuansun/RapidFlow

Source code of "RapidFlow: An Efficient Approach to Continuous Subgraph Matching" published in VLDB'2022 - By Shixuan Sun, Xibo Sun, Bingsheng He and Qiong Luo

Language: C++ - Size: 33.2 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 1

eren-ck/MultiscaleSnapshots

Visual Analysis of Temporal Summaries in Dynamic Graphs (IEEE TVCG)

Language: JavaScript - Size: 13.4 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 9 - Forks: 8

zakimjz/dagger-index

DAGGER: Reachability Index for Dynamic Graphs

Language: C++ - Size: 136 MB - Last synced: about 1 year ago - Pushed: almost 9 years ago - Stars: 6 - Forks: 1

simondelarue/TemporalRandomWalk

Given a temporal network, performs Temporal Random Walk using different sampling strategies.

Language: Python - Size: 1.31 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1

ytchx1999/TGN-DGraphFin

TGN for anomaly detection in DGraph-Fin dataset. (Top2 🥈 solution in DGraph-Fin Leaderboard) https://dgraph.xinye.com/

Language: Python - Size: 57.6 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

eren-ck/MotionGlyphs

Visual Abstraction of Spatio-Temporal Networks in Collective Animal Behavior (EuroVis2020)

Language: JavaScript - Size: 18.4 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 4 - Forks: 2

dtortorella/dyngraphesn

Dynamic Graph Echo State Networks

Language: MATLAB - Size: 2.18 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 1

johnny12150/DySAT_python3

Python 3 supported version for DySAT

Language: Python - Size: 2.42 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 0

Bleskocvok/dyng

Simple C++ library for dynamic graph layout.

Language: C++ - Size: 4.25 MB - Last synced: almost 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

lkoshale/DA_STAR

A* ( Star) algorithm for dynamic graphs on GPU

Language: Cuda - Size: 10.7 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 1

salt-die/gract

dynamic graphs from asynchronous nodes

Language: Python - Size: 54.7 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

ferencberes/msc-thesis

Repository for my applied mathematician master thesis

Language: C++ - Size: 4.63 MB - Last synced: about 1 year ago - Pushed: almost 9 years ago - Stars: 1 - Forks: 0

Related Keywords
dynamic-graphs 44 graph-neural-networks 8 temporal-networks 7 graph 7 graphs 6 graph-embedding 6 dynamic-graph-algorithm 5 graph-neural-network 5 temporal-graphs 5 link-prediction 4 anomaly-detection 4 dynamic-graph-processing 3 evolving-graphs 3 graph-databases 3 graph-datastructures 3 graph-processing 3 streaming-graph-data 3 streaming-graph-processing 3 social-network 3 dynamic-graph-embedding 3 dynamic-networks 3 graph-representation-learning 3 network-embedding 3 awesome 3 graph-generative-model 2 attention 2 motifs 2 node-embeddings 2 temporal-graph-networks 2 network-analytics 2 networkx-graph 2 visual-analysis 2 graph-drawing 2 dynamic-heterogeneous-networks 2 machine-learning 2 temporal-graph-processing 2 java 2 jgrapht 2 survey 2 gnn 2 streaming-graphs 2 awesome-list 2 graph-analytics 2 datasets 2 awesome-lists 2 time-series 2 subgraph-matching 1 subgraph-query-processing 1 streaming 1 graph-structure-learning 1 continuous-subgraph-matching 1 pytorch-geometric 1 graph2vec 1 friend-recommendation 1 visualization 1 networkx 1 graph-embedding-approaches 1 temporal-data 1 node-classification 1 explainable 1 fraud-detection 1 graph-based 1 spatio-temporal 1 graph-auto-encoder 1 graph-convolutional-networks 1 node-embedding 1 representation-learning 1 variational-autoencoder 1 variational-autoencoders 1 variational-inference 1 spatial-temporal-forecasting 1 pixel-based-visualization 1 spatial-temporal-data 1 msc-thesis 1 master-thesis 1 lemon 1 centrality-measures 1 async 1 actors 1 gpu-accelerated-library 1 gpu 1 astar-search-algorithm 1 astar-algorithm 1 library 1 header-only 1 cpp 1 attention-network 1 esn 1 echo-state-networks 1 spatio-temporal-data 1 spatio-temporal-analysis 1 dynamic-network 1 collective-behaviour 1 collective-behavior 1 animal-movement 1 animal-behaviour 1 animal-behavior 1 tgn 1 financial-data 1 random-walk 1