spatial-temporal-data

There are 1 repository under spatial-temporal-data topic.

KimMeen / Awesome-GNN4TS
📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759
dynamic-graphs graph-neural-networks graph-structure-learning spatial-temporal-data spatial-temporal-forecasting temporal-data temporal-graphs time-series-analysis time-series-anomaly-detection time-series-classification time-series-forecasting time-series-imputation awesome survey time-series
451
PyMove
InsightLab / PyMove
PyMove is a Python library to simplify queries and visualization of trajectories and other spatial-temporal data
python python-library spatial-temporal-data data-visualization trajectories visualization trajectory-analysis
Language:Jupyter Notebook 86
shengchaochen82 / Awesome-Foundation-Models-for-Weather-and-Climate
A comprehesive survey about foundation models for weather and cliamte data understanding.
climate-change deep-learning foundation-models machine-learning weather-forecsating weather-and-climate-understanding weather-forecating climate large-language-models time-series-analysis weather ai4earth ai4science dataset representation-learning self-supervised-learning semi-supervised-learning spatial-temporal-data spatial-temporal-forecasting largemodel
79
yule-BUAA / DSTGCN
codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction
deep-learning spatial-temporal-data graph-convolutional-networks traffic-accident-prediction
Language:Python 61
TrustAGI-Lab / MTGODE
[TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
graph-neural-networks neural-odes spatial-temporal-data spatial-temporal-forecasting time-series time-series-forecasting
Language:Python 60
tsinghua-fib-lab / Spatio-temporal-Diffusion-Point-Processes
A diffusion-based framework for spatio-temporal point processes
diffusion-models point-processes spatial-temporal-data spatial-temporal-forecasting spatio-temporal-point-processes
Language:Python 49
RunyuFan / STNet
Code for JAG 2022 paper "Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data"
multimodal-deep-learning spatial-temporal-data
Language:Python 6
KMarkert / EmpiricalOrthogonalFunctions.jl
Julia package for calculating Empirical Orthogonal Functions from spatiotemporal datasets.
julia-language signal-processing spatial-temporal-data
Language:Julia 5
leonardo-anjos / undergraduate-research
topics of interest for college research
mobility-data location-prediction object-tracking spatial-temporal-data
1