12 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
cure-lab
SCINet cure-lab
129
639
apache-2.0
11
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)
forecasting time-series temporal-networks deep-neural-networks time-series-analysis time-series-forecasting
Created 2021-09-12
246 commits to main branch, last one about a year ago
INK-USC
RE-Net INK-USC
95
438
unknown
10
Recurrent Event Network: Autoregressive Structure Inference over Temporal Knowledge Graphs (EMNLP 2020)
reasoning knowledge-graph dynamic-networks temporal-networks graph-neural-networks
Created 2019-04-08
90 commits to master branch, last one 2 years ago
Cantoria
dynamic-graph-papers Cantoria
64
434
unknown
17
Archive of Temporal Knowledge Reasoning in Social Network and Knowledge Graph
dynamic-graphs social-network temporal-networks social-knowledge-graph temporal-knowledge-graph dynamic-heterogeneous-networks
Created 2020-07-13
68 commits to master branch, last one about a year ago
remigenet
TKAN remigenet
28
183
other
1
TKAN: Temporal Kolmogorov-Arnold Networks
jax tkan keras torch keras3 temporal tensorflow tensorflow2 temporal-networks timeseries-forecasting kolmogorov-arnold-networks
Created 2024-05-09
55 commits to main branch, last one 14 days ago
SocioPatterns
neo4j-dynagraph SocioPatterns
14
115
unknown
21
Representing and mining dynamical social networks in Neo4j
neo4j neo4j-database networkscience graph-algorithms temporal-networks
Created 2012-04-23
17 commits to master branch, last one 3 years ago
wiheto
teneto wiheto
26
86
gpl-3.0
5
Temporal Network Tools
bids fmri python dynamics networks neuroscience network-theory temporal-networks community-detection temporal-network-theory time-varying-connectivity
Created 2016-06-19
1,417 commits to master branch, last one about a year ago
remigenet
TKAT remigenet
12
71
other
2
Temporal Kolmogorov-Arnold Transformer
jax tkan tkat keras torch keras3 tensorflow timeseries transformer temporal-networks timeseries-forecasting
Created 2024-06-03
15 commits to main branch, last one 3 days 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
ferencberes
online-node2vec ferencberes
12
54
cc0-1.0
5
Node Embeddings in Dynamic Graphs
research embeddings twitter-data twitter-dataset network-embedding temporal-networks twitter-data-analysis representation-learning
Created 2018-09-17
53 commits to master branch, last one 2 years ago
NamyongPark
EvoKG NamyongPark
11
50
mit
1
[WSDM 2022] EvoKG: Jointly Modeling Event Time and Network Structure for Reasoning over Temporal Knowledge Graphs
knowledge-graph dynamic-networks temporal-networks temporal-reasoning knowledge-reasoning graph-neural-networks temporal-knowledge-graph
Created 2022-03-24
2 commits to main branch, last one about a year ago
marlin-codes
HTGN marlin-codes
4
44
unknown
2
PyTorch Implementation for "Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space (KDD2021)"
link-prediction temporal-networks graph-neural-networks
Created 2021-10-30
12 commits to main branch, last one about a year ago