ComplexData-MILA/TGX

Temporal Graph Analysis with TGX

Language: Python - Size: 25.9 MB - Last synced: about 10 hours ago - Pushed: about 1 month ago - Stars: 14 - Forks: 6

max-bytes/omnikeeper

omnikeeper is a general-purpose and highly flexible data store solution and application framework

Language: C# - Size: 14.7 MB - Last synced: about 11 hours ago - Pushed: about 11 hours ago - Stars: 11 - Forks: 2

bfGraph/STGraph

🌟 Vertex Centric approach for building GNN/TGNNs

Language: Python - Size: 13.6 MB - Last synced: 2 days ago - Pushed: 2 days ago - Stars: 9 - Forks: 0

KimMeen/Awesome-GNN4TS

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

Size: 296 KB - Last synced: 2 days ago - Pushed: 10 months ago - Stars: 444 - Forks: 44

MGitHubL/Awesome-Temporal-Graph-Learning

Awesome Temporal Graph Learning is a collection of SOTA, novel temporal graph learning methods (papers, codes, and datasets).

Size: 104 KB - Last synced: 3 days ago - Pushed: 4 months ago - Stars: 36 - Forks: 2

TorchSpatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

Language: Python - Size: 1.05 MB - Last synced: 6 days ago - Pushed: 6 days ago - Stars: 213 - Forks: 21

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: 3 days ago - Pushed: about 1 year ago - Stars: 119 - Forks: 16

benedekrozemberczki/pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

Language: Python - Size: 13.2 MB - Last synced: 19 days ago - Pushed: about 1 month ago - Stars: 2,491 - Forks: 348

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: 2 days ago - Pushed: 3 months ago - Stars: 8 - Forks: 0

corradomonti/learnable-opinion-dynamics

Code and data for the KDD2020 paper "Learning Opinion Dynamics From Social Traces"

Language: Python - Size: 3.48 MB - Last synced: 14 days ago - Pushed: almost 4 years ago - Stars: 31 - Forks: 7

lukablagoje/temporal-patterns-of-reciprocity-in-communication-networks

The study delves into the dynamics of human communication within various social settings, from intimate groups to global online platforms, focusing on the reciprocal exchange of information as a cornerstone for social stability, cohesion, and cooperation.

Language: Jupyter Notebook - Size: 1.59 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

lgalke/Incremental-GNNs

Incremental Training of Graph Neural Networks on Temporal Graphs under Distribution Shift

Language: Python - Size: 62.5 KB - Last synced: 2 months ago - Pushed: about 3 years ago - Stars: 7 - Forks: 2

RecallGraph/RecallGraph

A versioning data store for time-variant graph data.

Language: JavaScript - Size: 4.31 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 331 - Forks: 25

dianaow/d3-network-time

d3 plugin to create a temporal network visualization

Language: JavaScript - Size: 7.85 MB - Last synced: 12 days ago - Pushed: over 1 year ago - Stars: 16 - Forks: 3

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

simonepiaggesi/hosgns

Data and code repository from "Time-varying graph representation learning via higher-order skip-gram with negative sampling"

Language: Jupyter Notebook - Size: 111 MB - Last synced: 7 months ago - Pushed: 11 months ago - Stars: 6 - Forks: 1

overtime3/overtime

A Temporal Networks Library written in Python

Language: Python - Size: 14.8 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 11 - Forks: 7

tabahi/EmergingResearchTopics2022

Sankey diagram web preview For Emerging Research Topics during late 2022 generated using BERTtopic.

Language: JavaScript - Size: 3.75 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 0 - Forks: 0

tumeteor/ST-GCN

cloud-based, large-scale ST-GCN with OpenStreetMap features

Language: Jupyter Notebook - Size: 3.72 MB - Last synced: 9 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

yajun668/AtomicCliques

The code accompanies the paper "On Atomic Cliques in Temporal Graphs".

Language: C++ - Size: 155 MB - Last synced: 1 day ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

claCase/Master-Thesis

Graph Attention Recurrent Neural Network for Bilateral Trade Prediction and Adjacency Matrix Sampling

Language: Python - Size: 262 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

soca-git/overtime

A Temporal Networks Library written in Python

Language: Python - Size: 36.6 MB - Last synced: 2 months ago - Pushed: 10 months ago - Stars: 1 - Forks: 0

sbonner0/temporal-neighbourhood-aggregation

Code for the Big Data 2019 Paper - Temporal Neighbourhood Aggregation: Predicting Future Links in Temporal Graphs via Recurrent Variational Graph Convolutions

Language: Python - Size: 1.97 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 6 - Forks: 2

nicolopinci/INTEGRA

Language: Roff - Size: 27.8 MB - Last synced: 10 months ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

ysig/stream_graph

A prototype implementation of stream_graphs:

Language: Jupyter Notebook - Size: 84.3 MB - Last synced: 4 days ago - Pushed: over 3 years ago - Stars: 6 - Forks: 1

mizvol/anomaly-detection

Anomaly detection in time-series networks. Spatio-temporal Anomaly Detection

Language: Jupyter Notebook - Size: 1.05 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 10 - Forks: 1

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

nunesg/compact-temporal-graphs

Library of Compact Data Structures to test different implementations of Compact Temporal Graphs using several levels of compactness

Language: C++ - Size: 2.81 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

FraLotito/span_trusses

Code of the paper "Efficient Algorithms to Mine Maximal Span-Trusses From Temporal Graphs".

Language: C++ - Size: 293 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

eparodi/functional-temporal-graphs

An approach to temporal graphs in functional programming

Language: Haskell - Size: 253 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0