GitHub topics: temporal-graphs

Repositories

benedekrozemberczki/pytorch_geometric_temporal

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

Language: Python - Size: 13.3 MB - Last synced at: about 7 hours ago - Pushed at: about 2 months ago - Stars: 2,807 - Forks: 391

ComplexData-MILA/TGX

Temporal Graph Analysis with TGX

Language: Python - Size: 25.9 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 25 - Forks: 9

TorchSpatiotemporal/tsl

tsl: a PyTorch library for processing spatiotemporal data.

Language: Python - Size: 975 KB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 328 - Forks: 33

KimMeen/Awesome-GNN4TS

[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)

Size: 298 KB - Last synced at: 12 days ago - Pushed at: 9 months ago - Stars: 752 - Forks: 64

MGitHubL/Awesome-Temporal-Graph-Learning

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

Size: 132 KB - Last synced at: 7 days ago - Pushed at: 7 months ago - Stars: 69 - Forks: 4

overtime3/overtime

A Temporal Networks Library written in Python

Language: Python - Size: 14.8 MB - Last synced at: 2 days ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 7

RecallGraph/RecallGraph

A versioning data store for time-variant graph data.

Language: JavaScript - Size: 4.32 MB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 340 - Forks: 25

bfGraph/STGraph

🌟 Vertex Centric approach for building GNN/TGNNs

Language: Python - Size: 13.7 MB - Last synced at: about 1 month ago - Pushed at: 6 months ago - Stars: 22 - Forks: 0

EdisonLeeeee/GraphSSM

[NeurIPS 2024] State Space Models on Temporal Graphs: A First-Principles Study

Language: Python - Size: 46.8 MB - Last synced at: about 1 month ago - Pushed at: 4 months ago - Stars: 14 - Forks: 0

gravins/TG-ODE

Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24

Language: Python - Size: 41.4 MB - Last synced at: 28 days ago - Pushed at: 8 months ago - Stars: 19 - Forks: 2

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 at: about 21 hours ago - Pushed at: about 2 years ago - Stars: 137 - Forks: 16

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 at: 6 days ago - Pushed at: about 1 year ago - Stars: 14 - 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 at: about 1 month ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 1

claCase/Master-Thesis

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

Language: Python - Size: 262 MB - Last synced at: 7 months ago - Pushed at: 7 months ago - Stars: 4 - Forks: 0

sabdulrazzaque/Tuna_Gillnet_Fisheries_Bycatch_Cetaceans_NIO

Each script and notebook in the repository is well-documented, with extensive logging for transparency and reproducibility. The repository is designed for researchers, data scientists, and conservationists interested in applying data-driven methods to marine ecology and species management.

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

TheDataDesk/DataQualityCheck

Data Quality: Company X' Insights

Language: Jupyter Notebook - Size: 65.6 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 0 - Forks: 0

dianaow/d3-network-time

d3 plugin to create a temporal network visualization

Language: JavaScript - Size: 7.85 MB - Last synced at: 30 days ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 3

Nik1as/generationoftemporalgraphs

Language: Jupyter Notebook - Size: 1.45 MB - Last synced at: 10 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

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 at: 12 months ago - Pushed at: 12 months ago - Stars: 11 - Forks: 2

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 at: about 1 year ago - Pushed at: almost 5 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 at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0