GitHub topics: spatial-temporal-data
Yiru-Jiao/spclt
This repository offers code to reuse methodology and repeat experiments in the study "Structure-preserving contrastive learning for spatial time series".
Language: Python - Size: 1.38 MB - Last synced at: about 22 hours ago - Pushed at: 1 day ago - Stars: 5 - Forks: 1
shengchaochen82/Awesome-Foundation-Models-for-Weather-and-Climate
A comprehesive survey about foundation models for weather and cliamte data understanding.
Size: 374 KB - Last synced at: 6 days ago - Pushed at: 6 months ago - Stars: 244 - Forks: 32
sevalous/traffic-accident-prediction
This repository contains a study on predicting and preventing traffic accidents using machine learning in Greater London. It also examines how to automate these processes with MLOps. 🚦🛠️
Language: Python - Size: 26.8 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0
KimMeen/Awesome-GNN4TS
[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
Size: 298 KB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 771 - Forks: 68
LMissher/Awesome-Spatio-Temporal-Foundation-Models
A survey and paper list of current Spatio-Temporal Foundation Models from the pipeline perspective with awesome resources (paper, code, survey, etc.).
Size: 415 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 0
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 at: 4 months ago - Pushed at: over 2 years ago - Stars: 81 - Forks: 27
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 at: 23 days ago - Pushed at: almost 3 years ago - Stars: 92 - Forks: 16
KMarkert/EmpiricalOrthogonalFunctions.jl
Julia package for calculating Empirical Orthogonal Functions from spatiotemporal datasets.
Language: Julia - Size: 4.67 MB - Last synced at: about 2 months ago - Pushed at: over 3 years ago - Stars: 6 - Forks: 0
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 at: over 1 year ago - Pushed at: over 1 year ago - Stars: 39 - Forks: 2
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 at: almost 2 years ago - Pushed at: over 2 years 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 at: over 2 years ago - Pushed at: about 3 years ago - Stars: 37 - Forks: 8
leonardo-anjos/undergraduate-research
topics of interest for college research
Size: 34.5 MB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 0 - Forks: 0
