Alternatives and similar repositories for Trajectory-based-Road-Network-Representation-Learning

Users that are interested in Trajectory-based-Road-Network-Representation-Learning are comparing it to the libraries listed below

• aptx1231 / START
  [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…
  ☆86Updated last year
• aptx1231 / Awesome-Spatio-Temporal-Representation-Learning
  Summary of Spatio-Temporal Representation Learning Models.
  ☆74Updated 2 years ago
• Star607 / Cross-city-Mobility-Transformer
  The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".
  ☆18Updated last year
• deepkashiwa20 / DL-Traff-Grid
  [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)
  ☆54Updated 2 years ago
• NickHan-cs / Spatio-Temporal-Data-Mining-Survey
  Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
  ☆134Updated last year
• liuxu77 / LargeST
  LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)
  ☆222Updated last year
• xiepeng21 / research_spatio-temporal-data-mining
  A collection of research on spatio-temporal data mining
  ☆155Updated 6 months ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆70Updated 2 weeks ago
• Essaim / CGCDemandPrediction
  ☆49Updated 3 years ago
• wtl52656 / MM-STGED
  ☆15Updated last year
• csiesheep / deepist
  Image-based NN model for travel time estimation for paths in road networks
  ☆9Updated 5 years ago
• zouguojian / Travel-time-prediction
  When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time
  ☆40Updated 3 months ago
• huiminren / MTrajRec
  Map-Constrained Trajectory Recovery (KDD'21)
  ☆58Updated 3 years ago
• uctb / Urban-Dataset
  ☆26Updated 10 months ago
• ZhuangDingyi / STZINB
  Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction
  ☆25Updated 3 years ago
• tsinghua-fib-lab / CommutingODGen-Dataset
  ☆27Updated 9 months ago
• liangzhehan / CMOD
  ☆23Updated 2 years ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆125Updated last year
• LibCity / Bigscity-LibCity-Datasets
  Traffic data processing tools in LibCity
  ☆215Updated 2 years ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆114Updated 3 years ago
• deepkashiwa20 / ODCRN
  [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19
  ☆30Updated 2 years ago
• mzy94 / JCLRNT
  Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory
  ☆30Updated 10 months ago
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆185Updated 7 months ago
• uctb / ST-Paper
  Spatio-Temporal Prediction Paper List
  ☆229Updated 2 months ago
• Star607 / STAR-TKDE
  The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.
  ☆12Updated 9 months ago
• yutong-xia / CaST
  PyTorch implementation of CaST, NeurIPS-23.
  ☆34Updated 2 months ago
• chwang0721 / Trajectory-Data-Mining-Paper-Collection
  Paper Collection of Trajectory Data Mining
  ☆13Updated last month
• HKUDS / GPT-ST
  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
  ☆79Updated last year
• guoshnBJTU / SSTBAN
  ☆26Updated 2 years ago
• HKUDS / AutoST
  [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"
  ☆65Updated 2 years ago