Alternatives and similar repositories for STGCL

Users that are interested in STGCL are comparing it to the libraries listed below

• RobinLu1209 / ST-GFSL
  ☆45Updated 3 years ago
• AprLie / TrafficStream
  ☆49Updated 3 years ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆132Updated last year
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆120Updated 3 years ago
• zzyy0929 / KDD23-CauSTG
  The appendix and core code of model CauSTG, for accepted paper in KDD 2023.
  ☆11Updated 2 years ago
• EternityZY / STNSCM
  This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"
  ☆40Updated 2 years ago
• deepkashiwa20 / MemeSTN
  WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster
  ☆17Updated 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
• LMissher / ST-GRAT
  The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…
  ☆42Updated 4 years ago
• JLDeng / ST-Norm
  [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"
  ☆63Updated last year
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆74Updated 4 months ago
• LiuZH-19 / ESG
  PyTorch implementation of ESG
  ☆92Updated 2 years ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆106Updated 8 months ago
• jbdj-star / st
  ☆42Updated 3 years ago
• tamps2gcnets / TAMP_S2GCNets
  ☆19Updated 3 years ago
• Essaim / CGCDemandPrediction
  ☆50Updated 3 years ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆67Updated last year
• alipay / RGSL
  ☆44Updated 3 years ago
• HKUDS / AutoST
  [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"
  ☆67Updated 2 years ago
• boreshkinai / fc-gaga
  ☆68Updated 3 years ago
• YihongT / DASTNet
  [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…
  ☆48Updated 2 years ago
• HKUDS / GPT-ST
  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
  ☆85Updated last year
• Azusa-Yuan / fc-gaga-torch
  ☆10Updated 2 years ago
• deepkashiwa20 / Urban_Concept_Drift
  [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation
  ☆25Updated last year
• YushengZhao / DyHSL
  [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting
  ☆21Updated 3 years ago
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆195Updated 11 months ago
• zyplanet / TPGNN
  ☆32Updated last year
• xlwang233 / STSeq2Seq
  [TRC] PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.
  ☆16Updated 4 years ago
• gengdd / Awesome-Time-Series-Spatio-Temporal
  Awesome Time-Series and Spatio-Temporal Related
  ☆106Updated 2 years ago
• LZH-YS1998 / STHSL
  [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"
  ☆40Updated 3 years ago