spatial-temporal-forecasting
There are 24 repositories under spatial-temporal-forecasting topic.
ddz16/TSFpaper
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.
KimMeen/Awesome-GNN4TS
[TPAMI 2024] Awesome Resources of GNNs for Time Series Analysis (GNN4TS)
qitianwu/DIFFormer
The official implementation for ICLR23 spotlight paper "DIFFormer: Scalable (Graph) Transformers Induced by Energy Constrained Diffusion"
shengchaochen82/Awesome-Foundation-Models-for-Weather-and-Climate
A comprehesive survey about foundation models for weather and cliamte data understanding.
ai4ce/Occ4cast
Occ4cast: LiDAR-based 4D Occupancy Completion and Forecasting
jerrywn121/TianChi_AIEarth
TianChi AIEarth Contest Solution
TrustAGI-Lab/MTGODE
[TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
FIBLAB/DeepSTN
Codes for AAAI 2019 DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis
chuanting/FedDA
Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'
tsinghua-fib-lab/Spatio-temporal-Diffusion-Point-Processes
A diffusion-based framework for spatio-temporal point processes
YihongT/DASTNet
Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities"
willzhang3/SHARE-parking_availability_prediction-Pytorch
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction
zhaone/LaneGCN_ref
An implementation of LaneGCN (Learning Lane Graph Representations for Motion Forecasting)
o-waring/subseasonal_forecasting
Using a hybrid spatial-temporal deep learning approach to forecast subseasonal weather across 514 Western USA geographical regions
Yonoi/AGL-STAN
The code of paper "Spatial-Temporal Attention Network for Crime Prediction with Adaptive Graph Learning"
0shelter0/CSTTN
a novel transformer-based architecture named CSTTN for traffic prediction
aptx1231/STDEN
Pytorch implementation of Spatio-temporal Differential Equation Network (STDEN).
ethanol-cx/heterogeneous-crime-prediction-tool
A web-based tool that predicts crimes based on heterogeneous spatial patterns
panwangwin/SpatialTemporalNetTrainer-pytorch
A unified Spatial Temporal Net Trainer for different baselines in Spatial Temporal Forecasting problems.
TanushGoel/DeepStorm
ML on spatial-temporal data to predict wind speeds of satellite storm images --> InceptionV4 (2D CNN) on last frame & I3D (3D CNN) on optical flows of preceding 4 frames
roboswell/portfolio
Visit the website below to view the html files in this portfolio
eginamalaj/INLA_landSimplification
Predicting insecticide use across Canada
lichunxiao9501/Comparative-Analysis-of-Spatial-and-Temporal-Models-on-PM2.5-Concentration-in-Beijing
This project demonstrated multiple spatial-temporal models to predict PM2.5 in Beijing based on the air quality data and meteorology data from 2017-01-31 to 2018-01-31 of several monitoring stations in Beijing.
tumeteor/ST-GCN
cloud-based, large-scale ST-GCN with OpenStreetMap features