Alternatives and similar repositories for DCST

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

• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆109Updated 10 months ago
• guoshnBJTU / SSTBAN
  ☆29Updated 2 years ago
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆29Updated 9 months ago
• mb-Ma / TGCRN
  ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"
  ☆16Updated 2 weeks ago
• beginner-sketch / MoSSL
  [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"
  ☆16Updated last year
• wengwenchao123 / PDG2Seq
  [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction
  ☆23Updated 5 months ago
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆49Updated 2 years ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆74Updated last year
• zhangjunfeng1234 / ST-MLP
  ☆11Updated last year
• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆90Updated 9 months ago
• superca729 / ST-MAMBASYNC
  ☆13Updated 11 months ago
• razvanc92 / ST-WA
  ☆20Updated 4 years ago
• lizzyhku / TP
  [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"
  ☆10Updated 8 months ago
• wengwenchao123 / RGDAN
  [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction
  ☆41Updated 5 months ago
• ChenMao20374042 / TASSGN
  source codes of TASSGN
  ☆12Updated last year
• jiawenchen10 / STHSepNet
  KDD'2025. This project aims to explore the application of hypergraph spatio-temporal learning and Large Language Models (LLMs) in traffi…
  ☆32Updated last month
• Azusa-Yuan / fc-gaga-torch
  ☆10Updated 2 years ago
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆100Updated 2 months ago
• dhxdla / AdpSTGCN
  The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting
  ☆15Updated last year
• 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…
  ☆22Updated 2 weeks ago
• Kongwy5689 / STPGNN
  ☆30Updated last year
• wengwenchao123 / PM-DMNet
  [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction
  ☆31Updated 5 months ago
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆78Updated 2 months ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆81Updated 6 months ago
• roarer008 / STDN
  An offical implementation of STDN: "Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting." (AAAI 202…
  ☆31Updated 3 weeks ago
• zhengchuanpan / INCREASE
  INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging
  ☆18Updated 2 years ago
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆214Updated 2 months ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆141Updated 2 years ago
• trainingl / AFDGCN
  Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.
  ☆22Updated last year
• deepkashiwa20 / Urban_Concept_Drift
  [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation
  ☆25Updated 2 years ago