Alternatives and similar repositories for PM-DMNet:

Users that are interested in PM-DMNet are comparing it to the libraries listed below

• zhengdaoli / AGC-net
  AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY
  ☆11Updated last year
• idea-iitd / Frigate
  ☆15Updated last year
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆50Updated 8 months ago
• trainingl / AFDGCN
  Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.
  ☆16Updated last year
• Bounger2 / ST-CGCN
  Display of data sets and core code in STCGCN
  ☆23Updated 2 years ago
• gorgen2020 / DVGNN
  ☆25Updated last year
• wengwenchao123 / PDG2Seq
  [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction
  ☆13Updated last month
• djm209 / HSTGODE
  HSTGODE code
  ☆9Updated last year
• RongfanLi98 / SPGCL
  SPGCL: Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning
  ☆14Updated 2 years ago
• HCHHOH / DEC-Former
  ☆11Updated 5 months ago
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆23Updated last week
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆31Updated last year
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆25Updated 8 months ago
• ChenMao20374042 / TASSGN
  source codes of TASSGN
  ☆11Updated last year
• yuyolshin / PGCN
  ☆15Updated last year
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆36Updated 4 months ago
• sqlcow / TITAN
  The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》
  ☆22Updated 7 months ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆89Updated last month
• alvinzhaowei / GAMCN
  This is an implementation of a traffic speed predicition model.
  ☆10Updated 2 years ago
• decisionintelligence / MTSF-DG
  ☆21Updated last year
• YuanYuan98 / UniFlow
  ☆13Updated 5 months ago
• zhkai / MTSF-DG
  Time Series Forecasting with Dynamic Graph Modeling
  ☆9Updated 2 months ago
• LMissher / ST-GRAT
  The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…
  ☆42Updated 3 years ago
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆42Updated 2 years ago
• alipay / RGSL
  ☆44Updated 2 years ago
• ZhuoLinLi-shu / SDGL
  The official implementation of SDGL
  ☆32Updated 9 months ago
• AprLie / TrafficStream
  ☆47Updated 2 years ago
• louisechen520 / Bi-STAT
  ☆25Updated last year
• JIANGYUE61610306 / SAGDFN
  This is the PyTorch official implementation of SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Ser…
  ☆15Updated last year
• ibizatomorrow / DCST
  This is the official code release of the following paper: Yicheng Zhou et al., Make Graph Neural Networks Great Again: A Generic Integrat…
  ☆11Updated 8 months ago