Alternatives and similar repositories for HimNet

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

• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆43Updated 5 months ago
• wengwenchao123 / PM-DMNet
  [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction
  ☆21Updated this week
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆91Updated 3 months ago
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆25Updated last month
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆90Updated 2 months ago
• HyunWookL / TESTAM
  Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts
  ☆51Updated 9 months ago
• sqlcow / TITAN
  The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》
  ☆22Updated 8 months ago
• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆63Updated 3 weeks ago
• djm209 / HSTGODE
  HSTGODE code
  ☆9Updated last year
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆43Updated 2 years ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆69Updated 10 months ago
• razvanc92 / ST-WA
  ☆19Updated 3 years ago
• usail-hkust / ASeer
  The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…
  ☆22Updated 9 months ago
• TrustAGI-Lab / MTGODE
  [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".
  ☆83Updated 2 years ago
• gorgen2020 / DVGNN
  ☆26Updated 2 years ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆117Updated last year
• wengwenchao123 / PDG2Seq
  [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction
  ☆14Updated this week
• Azusa-Yuan / fc-gaga-torch
  ☆10Updated last year
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆178Updated last year
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆111Updated 3 years ago
• trainingl / AFDGCN
  Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.
  ☆17Updated last year
• AprLie / TrafficStream
  ☆47Updated 3 years ago
• JLDeng / SCNN
  [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…
  ☆28Updated 10 months ago
• guoshnBJTU / SSTBAN
  ☆26Updated 2 years ago
• YushengZhao / DyHSL
  [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting
  ☆16Updated 2 years ago
• wengwenchao123 / DDGCRN
  [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
  ☆83Updated this week
• kevin-xuan / FOGS
  [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting
  ☆26Updated last year
• hqh0728 / CrossGNN
  The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
  ☆32Updated last year
• idea-iitd / Frigate
  ☆15Updated last year
• yutong-xia / CaST
  PyTorch implementation of CaST, NeurIPS-23.
  ☆34Updated 6 months ago