6 results found Sort:

KimMeen
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
shengchaochen82
Awesome-Foundation-Models-for-Weather-and-Climate shengchaochen82
23
176
unknown
5
A comprehesive survey about foundation models for weather and cliamte data understanding.
climate dataset weather ai4earth ai4science largemodel deep-learning climate-change machine-learning foundation-models weather-forecating weather-forecsating time-series-analysis large-language-models spatial-temporal-data representation-learning self-supervised-learning semi-supervised-learning spatial-temporal-forecasting weather-and-climate-understanding
Created 2023-11-13
40 commits to main branch, last one about a month ago
InsightLab
PyMove InsightLab
16
90
mit
9
PyMove is a Python library to simplify queries and visualization of trajectories and other spatial-temporal data
python trajectories visualization python-library data-visualization trajectory-analysis spatial-temporal-data
Created 2018-09-10
1,213 commits to master branch, last one 2 years ago
TrustAGI-Lab
MTGODE TrustAGI-Lab
23
73
mit
6
[TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
neural-odes time-series graph-neural-networks spatial-temporal-data time-series-forecasting spatial-temporal-forecasting
Created 2022-06-30
4 commits to main branch, last one 2 years ago
yule-BUAA
DSTGCN yule-BUAA
11
64
unknown
2
codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction
deep-learning spatial-temporal-data traffic-accident-prediction graph-convolutional-networks
Created 2020-06-07
8 commits to master branch, last one 2 years ago
tsinghua-fib-lab
Spatio-temporal-Diffusion-Point-Processes tsinghua-fib-lab
5
63
unknown
2
A diffusion-based framework for spatio-temporal point processes
point-processes diffusion-models spatial-temporal-data spatial-temporal-forecasting spatio-temporal-point-processes
Created 2023-02-02
79 commits to main branch, last one 8 months ago