Search Results - RepositoryStats

pytorch_geometric_temporal benedekrozemberczki

377

2.7k

mit

38

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

gcn gnn pytorch spatial-data deep-learning temporal-data node-embedding spatiotemporal graph-embedding network-science temporal-graphs spatial-analysis graph-convolution network-embedding temporal-networks spatio-temporal-data graph-neural-networks spatio-temporal-analysis graph-convolutional-networks

Created 2020-06-27

1,949 commits to master branch, last one about a month ago

Awesome-GNN4TS KimMeen

53

641

unknown

16

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

survey awesome time-series temporal-data dynamic-graphs temporal-graphs time-series-analysis graph-neural-networks spatial-temporal-data time-series-imputation time-series-forecasting graph-structure-learning time-series-classification spatial-temporal-forecasting time-series-anomaly-detection

Created 2023-06-19

17 commits to main branch, last one 3 months ago

RecallGraph RecallGraph

25

338

apache-2.0

11

A versioning data store for time-variant graph data.

arangodb data-versioning temporal-graphs dynamic-networks foxx-microservice streaming-graph-data

Created 2019-01-16

610 commits to development branch, last one 3 months ago

tsl TorchSpatiotemporal

26

273

mit

9

tsl: a PyTorch library for processing spatiotemporal data.

gnn pytorch deep-learning temporal-data spatiotemporal spatio-temporal temporal-graphs spatiotemporal-data spatio-temporal-data graph-neural-networks spatio-temporal-graph spatio-temporal-analysis spatio-temporal-prediction spatiotemporal-forecasting spatiotemporal-data-analysis

Created 2022-03-13

326 commits to main branch, last one 3 months ago

awesome-dynamic-graphs domargan

18

132

cc0-1.0

9

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

graph graphs awesome datasets awesome-list awesome-lists dynamic-graphs evolving-graphs graph-analytics graph-databases temporal-graphs graph-processing streaming-graphs graph-datastructures streaming-graph-data dynamic-graph-processing temporal-graph-processing streaming-graph-processing

Created 2020-08-06

17 commits to master branch, last one 3 years ago

Awesome-Temporal-Graph-Learning MGitHubL

4

52

mit

1

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

dynamic-graph graph-embedding temporal-graphs network-embedding temporal-networks graph-neural-networks temporal-graph-learning network-representation-learning

Created 2022-11-23

43 commits to main branch, last one about a month ago