6 results found Sort:

benedekrozemberczki
pytorch_geometric_temporal benedekrozemberczki
378
2.7k
mit
39
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 2 months ago
KimMeen
Awesome-GNN4TS KimMeen
55
677
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 4 months ago
RecallGraph
RecallGraph RecallGraph
25
337
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 4 months ago
TorchSpatiotemporal
tsl TorchSpatiotemporal
27
282
mit
10
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 4 months ago
domargan
awesome-dynamic-graphs domargan
18
135
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
MGitHubL
Awesome-Temporal-Graph-Learning MGitHubL
4
58
mit
2
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 2 months ago