Alternatives and similar repositories for SDGL:

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

• trainingl / AFDGCN
  Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.
  ☆16Updated 11 months ago
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆81Updated 2 years ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆87Updated 3 weeks ago
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆24Updated 7 months ago
• liuxz1011 / TodyNet
  TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification
  ☆69Updated last year
• louisechen520 / Bi-STAT
  ☆25Updated last year
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆50Updated 7 months ago
• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆58Updated 5 months ago
• alanyoungCN / WaveForM
  PyTorch implementation for paper "WaveForM: Graph Enhanced Wavelet Learning for Long Sequence Forecasting of Multivariate Time Series" (A…
  ☆42Updated 2 years ago
• Water2sea / WITRAN
  Official implement for "WITRAN:Water-wave Information Transmission and Recurrent Acceleration Network for Long-range Time Series Forecast…
  ☆34Updated last year
• razvanc92 / ST-WA
  ☆19Updated 3 years ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆109Updated 3 years ago
• LiuZH-19 / Ada-STNet
  ☆43Updated 2 years ago
• tamps2gcnets / TAMP_S2GCNets
  ☆19Updated 2 years ago
• Frank-Wang-oss / FCSTGNN
  ☆106Updated last year
• yokifly / ASTTN_pytorch
  ☆38Updated 2 years ago
• JIANGYUE61610306 / SAGDFN
  This is the PyTorch official implementation of SAGDFN: A Scalable Adaptive Graph Diffusion Forecasting Network for Multivariate Time Ser…
  ☆15Updated last year
• yuyolshin / PGCN
  ☆14Updated last year
• JLDeng / ST-Norm
  [KDD 2021] Official Code of the paper "ST-Norm: Spatial and Temporal Normalization for Multi-variate Time Series Forecasting"
  ☆56Updated 10 months ago
• alipay / RGSL
  ☆43Updated 2 years ago
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆22Updated last year
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆88Updated last month
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆31Updated last year
• huogy / HSTGCNT
  ☆14Updated 2 years ago
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆44Updated 2 years ago
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆36Updated 3 months ago
• wengwenchao123 / PDG2Seq
  [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction
  ☆13Updated last month
• wengwenchao123 / PM-DMNet
  Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction
  ☆16Updated last week
• shangzongjiang / MAGNN
  ☆90Updated 4 months ago
• lwm412 / STFGNN-Pytorch
  A pytorch re-implementation of STFGNN
  ☆27Updated 2 years ago