Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: spatial-temporal-data

shengchaochen82/Awesome-Foundation-Models-for-Weather-and-Climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

Size: 260 KB - Last synced: 20 days ago - Pushed: 20 days ago - Stars: 73 - Forks: 14

KimMeen/Awesome-GNN4TS

📈 Awesome resources related to GNNs for Time Series Analysis (GNN4TS) 🔥 https://arxiv.org/abs/2307.03759

Size: 296 KB - Last synced: 20 days ago - Pushed: 10 months ago - Stars: 444 - Forks: 44

TrustAGI-Lab/MTGODE

[TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".

Language: Python - Size: 114 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 59 - Forks: 18

tsinghua-fib-lab/Spatio-temporal-Diffusion-Point-Processes

A diffusion-based framework for spatio-temporal point processes

Language: Python - Size: 46.4 MB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 39 - Forks: 2

InsightLab/PyMove

PyMove is a Python library to simplify queries and visualization of trajectories and other spatial-temporal data

Language: Jupyter Notebook - Size: 28.8 MB - Last synced: 9 days ago - Pushed: over 1 year ago - Stars: 86 - Forks: 16

KMarkert/EmpiricalOrthogonalFunctions.jl

Julia package for calculating Empirical Orthogonal Functions from spatiotemporal datasets.

Language: Julia - Size: 4.67 MB - Last synced: 30 days ago - Pushed: over 2 years ago - Stars: 5 - Forks: 0

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"

Language: Python - Size: 71.3 KB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 1

yule-BUAA/DSTGCN

codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction

Language: Python - Size: 44.9 KB - Last synced: over 1 year ago - Pushed: almost 2 years ago - Stars: 37 - Forks: 8

leonardo-anjos/undergraduate-research

topics of interest for college research

Size: 34.5 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

Related Keywords
spatial-temporal-data 9 spatial-temporal-forecasting 4 time-series 2 time-series-forecasting 2 graph-neural-networks 2 time-series-analysis 2 deep-learning 2 object-tracking 1 time-series-anomaly-detection 1 time-series-classification 1 mobility-data 1 time-series-imputation 1 location-prediction 1 neural-odes 1 diffusion-models 1 point-processes 1 spatio-temporal-point-processes 1 data-visualization 1 python 1 traffic-accident-prediction 1 graph-convolutional-networks 1 python-library 1 trajectories 1 trajectory-analysis 1 visualization 1 julia-language 1 signal-processing 1 multimodal-deep-learning 1 ai4earth 1 ai4science 1 climate 1 climate-change 1 dataset 1 foundation-models 1 large-language-models 1 largemodel 1 machine-learning 1 representation-learning 1 self-supervised-learning 1 semi-supervised-learning 1 weather 1 weather-and-climate-understanding 1 weather-forecating 1 weather-forecsating 1 awesome 1 dynamic-graphs 1 graph-structure-learning 1 survey 1 temporal-data 1 temporal-graphs 1