Alternatives and similar repositories for DCST:

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

• guoshnBJTU / SSTBAN
  ☆26Updated last year
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆23Updated last week
• wengwenchao123 / PDG2Seq
  [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction
  ☆13Updated last month
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆44Updated 2 years ago
• beginner-sketch / MoSSL
  [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"
  ☆12Updated 7 months ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆89Updated last month
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆50Updated 8 months ago
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆36Updated 4 months ago
• ChenMao20374042 / TASSGN
  source codes of TASSGN
  ☆11Updated last year
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆69Updated 9 months ago
• mb-Ma / TGCRN
  ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"
  ☆14Updated 11 months ago
• Vincent665 / MGCN-for-Traffic-Prediction
  The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…
  ☆13Updated last month
• razvanc92 / ST-WA
  ☆19Updated 3 years ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆115Updated last year
• idea-iitd / Frigate
  ☆15Updated last year
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆42Updated 2 years ago
• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆62Updated last week
• zhengchuanpan / INCREASE
  INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging
  ☆15Updated 2 years ago
• YuanYuan98 / UniFlow
  ☆13Updated 5 months ago
• wengwenchao123 / RGDAN
  [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction
  ☆33Updated 5 months ago
• Echo-Ji / ST-SSL_Dataset
  The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".
  ☆31Updated last year
• Azusa-Yuan / fc-gaga-torch
  ☆10Updated last year
• wengwenchao123 / PM-DMNet
  [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction
  ☆18Updated 2 weeks ago
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆41Updated last week
• kevin-xuan / FOGS
  [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting
  ☆26Updated last year
• yutong-xia / CaST
  PyTorch implementation of CaST, NeurIPS-23.
  ☆32Updated 5 months ago
• JLDeng / SCNN
  [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…
  ☆27Updated 9 months ago
• MiaoHaoSunny / ST-DAAN
  Code for paper "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks"
  ☆13Updated 3 years ago
• zhyliu00 / FDTI
  Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"
  ☆11Updated last year
• Kqingzheng / ModWaveMLP
  ☆19Updated last year