Alternatives and similar repositories for MM-STGED:

Users that are interested in MM-STGED are comparing it to the libraries listed below

• YushengZhao / DyHSL
  [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting
  ☆15Updated 2 years ago
• Logan-Lin / DOT
  Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…
  ☆16Updated 6 months ago
• Yukayo / MobGT
  [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation
  ☆22Updated 10 months ago
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆34Updated 3 months ago
• HKUDS / AutoST
  [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"
  ☆64Updated last year
• TXLiao / MulT-TTE
  Source code of the proposed method MulT-TTE in the paper "Multi-faceted Route Representation Learning for Travel Time Estimation"
  ☆11Updated last week
• wengwenchao123 / PDG2Seq
  [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction
  ☆13Updated last month
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆22Updated 11 months ago
• razvanc92 / ST-WA
  ☆19Updated 3 years ago
• Azusa-Yuan / fc-gaga-torch
  ☆10Updated last year
• zouguojian / Travel-time-prediction
  When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time
  ☆37Updated last year
• Essaim / CGCDemandPrediction
  ☆49Updated 2 years ago
• wengwenchao123 / RGDAN
  [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction
  ☆32Updated 4 months ago
• Logan-Lin / CTLE
  Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…
  ☆34Updated 6 months ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆67Updated 9 months ago
• aptx1231 / Awesome-Spatio-Temporal-Representation-Learning
  Summary of Spatio-Temporal Representation Learning Models.
  ☆72Updated 2 years ago
• ChyaZhang / ChatTraffic
  The official implementation of ChatTraffic.
  ☆40Updated 3 months ago
• liangzhehan / DMSTGCN
  ☆72Updated 2 years ago
• liangzhehan / CMOD
  ☆23Updated 2 years ago
• yoshall / DeepLGR
  Pytorch Implementation of DeepLGR, ECML-PKDD-20
  ☆10Updated 4 years ago
• HKUDS / GPT-ST
  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
  ☆76Updated 10 months ago
• wumingyao / MADGCN
  ☆10Updated 3 years ago
• deepkashiwa20 / MemeSTN
  WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster
  ☆17Updated 2 years ago
• jbdj-star / st
  ☆41Updated 3 years ago
• ChyaZhang / BjTT
  ☆14Updated 3 months ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆108Updated 3 years 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
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆113Updated last year
• yuyolshin / PGCN
  ☆14Updated last year
• aptx1231 / START
  [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…
  ☆79Updated last year