Alternatives and similar repositories for STG-NCDE

Users that are interested in STG-NCDE are comparing it to the libraries listed below

• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆125Updated 4 years ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆140Updated 2 years ago
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆89Updated 3 years ago
• AprLie / TrafficStream
  ☆49Updated 3 years ago
• RobinLu1209 / ST-GFSL
  ☆46Updated 3 years ago
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆213Updated 2 months ago
• Graph-Machine-Learning-Group / grin
  Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)
  ☆175Updated 3 years ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆80Updated 6 months ago
• liangzhehan / DMSTGCN
  ☆74Updated 3 years ago
• LMZZML / PriSTI
  ☆92Updated 2 years ago
• VincLee8188 / GMAN-PyTorch
  Implementation of Graph Muti-Attention Network with PyTorch
  ☆175Updated 2 years ago
• Graph-Machine-Learning-Group / spin
  Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…
  ☆62Updated 2 years ago
• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆90Updated 8 months ago
• razvanc92 / ST-WA
  ☆20Updated 4 years ago
• wengwenchao123 / DDGCRN
  [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
  ☆93Updated 5 months ago
• YushengZhao / DyHSL
  [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting
  ☆21Updated 3 years ago
• WeizhuQIAN / DeepSTUQ_Pytorch
  ☆11Updated last year
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆78Updated 2 months ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆108Updated 10 months ago
• Graph-Machine-Learning-Group / sgp
  Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)
  ☆50Updated 2 years ago
• gengdd / Awesome-Time-Series-Spatio-Temporal
  Awesome Time-Series and Spatio-Temporal Related
  ☆111Updated 2 years ago
• AmitRoy7781 / USTGCN
  [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network
  ☆36Updated last year
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆73Updated last year
• HKUDS / AutoST
  [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"
  ☆68Updated 2 years ago
• juyongjiang / TrendGCN
  [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…
  ☆50Updated 2 years ago
• jbdj-star / st
  ☆42Updated 3 years ago
• yuyolshin / PGCN
  ☆19Updated 2 years ago
• SYLan2019 / DSTAGNN
  DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.
  ☆190Updated 3 years ago
• tamps2gcnets / TAMP_S2GCNets
  ☆19Updated 3 years ago
• Jimmy-7664 / STD-MAE
  [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
  ☆248Updated last month