Alternatives and similar repositories for SIRI

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

• EternityZY / STNSCM
  This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"
  ☆37Updated 2 years ago
• HKUDS / GPT-ST
  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
  ☆79Updated last year
• usail-hkust / UUKG
  UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction
  ☆103Updated 2 months ago
• dcliu99 / MSDR
  Implementation for MSDR
  ☆25Updated 2 years ago
• HKUDS / AutoST
  [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"
  ☆65Updated last year
• RobinLu1209 / ST-GFSL
  ☆44Updated 2 years ago
• Star607 / Cross-city-Mobility-Transformer
  The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".
  ☆18Updated last year
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆113Updated 3 years ago
• uctb / Urban-Dataset
  ☆25Updated 10 months ago
• GuanyaoLI / ST-TIS
  ☆9Updated 3 years ago
• tsinghua-fib-lab / KSTDiff-Urban-flow-generation
  Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)
  ☆25Updated last year
• KL4805 / TransGTR
  Open-source code of TransGTR.
  ☆12Updated last year
• aptx1231 / START
  [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…
  ☆85Updated last year
• HKUDS / FlashST
  [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
  ☆80Updated 10 months ago
• LZH-YS1998 / STHSL
  [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"
  ☆36Updated 2 years ago
• usail-hkust / Awesome-Causality-Inspired-GNNs
  An awesome collection of causality-inspired graph neural networks.
  ☆80Updated 7 months ago
• HKUDS / GraphST
  [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"
  ☆54Updated 6 months ago
• YihongT / DASTNet
  [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…
  ☆47Updated 2 years ago
• underdoc-wang / EAST-Net
  [AAAI'22] Event-Aware Multimodal Mobility Nowcasting
  ☆14Updated 2 years ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆70Updated last year
• ZhuangDingyi / STZINB
  Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction
  ☆25Updated 3 years ago
• aptx1231 / Awesome-Spatio-Temporal-Representation-Learning
  Summary of Spatio-Temporal Representation Learning Models.
  ☆74Updated 2 years ago
• liangzhehan / CMOD
  ☆23Updated 2 years ago
• Rising0321 / HMOD
  The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction
  ☆14Updated 3 years ago
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆182Updated 7 months ago
• Star607 / STAR-TKDE
  The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.
  ☆12Updated 8 months ago
• xlwang233 / LLM-Mob
  Large Language Models as Human Mobility Predictors
  ☆51Updated 8 months ago
• underdoc-wang / MPGCN
  [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)
  ☆21Updated 4 years ago
• deepkashiwa20 / MemeSTN
  WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster
  ☆17Updated 2 years ago
• akaxlh / ST-SHN
  ST-SHN, IJCAI 2021
  ☆18Updated 4 years ago