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…
  ☆88Updated last year
• Star607 / Cross-city-Mobility-Transformer
  The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".
  ☆19Updated last year
• aptx1231 / Awesome-Spatio-Temporal-Representation-Learning
  Summary of Spatio-Temporal Representation Learning Models.
  ☆75Updated 2 years ago
• deepkashiwa20 / DL-Traff-Grid
  [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)
  ☆55Updated 3 years ago
• huiminren / MTrajRec
  Map-Constrained Trajectory Recovery (KDD'21)
  ☆58Updated 3 years ago
• wtl52656 / MM-STGED
  ☆16Updated last year
• mzy94 / JCLRNT
  Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory
  ☆31Updated last year
• NickHan-cs / Spatio-Temporal-Data-Mining-Survey
  Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
  ☆137Updated 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
  ☆39Updated 6 months ago
• LibCity / Bigscity-LibCity-Datasets
  Traffic data processing tools in LibCity
  ☆222Updated 2 years ago
• Logan-Lin / TALE
  Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…
  ☆16Updated last year
• tsinghua-fib-lab / OD_benckmark
  The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques
  ☆30Updated 2 years ago
• Logan-Lin / UniTE
  Source code for the UniTE pipeline.
  ☆25Updated 8 months ago
• MiRuacle24 / HAFusion
  Urban Region Representation Learning with Attentive Fusion (ICDE 2024)
  ☆18Updated 8 months ago
• liuxu77 / LargeST
  LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)
  ☆239Updated last year
• xiepeng21 / research_spatio-temporal-data-mining
  A collection of research on spatio-temporal data mining
  ☆156Updated 9 months ago
• deepkashiwa20 / ODCRN
  [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19
  ☆29Updated 2 years ago
• TobiasSkovgaardJepsen / relational-fusion-networks
  ☆29Updated 2 years ago
• Star607 / STAR-TKDE
  The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.
  ☆12Updated 11 months ago
• Applied-Machine-Learning-Lab / SynMob
  ☆14Updated last year
• underdoc-wang / EAST-Net
  [AAAI'22] Event-Aware Multimodal Mobility Nowcasting
  ☆14Updated 3 years ago
• liangzhehan / CMOD
  ☆24Updated 3 years ago
• FIBLAB / MoveSim
  [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility
  ☆49Updated 3 years ago
• YihongT / DASTNet
  [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…
  ☆48Updated 2 years ago
• LibCity / Bigscity-LibCity-PaperList
  Paper list in traffic prediction field
  ☆225Updated last year
• Yasoz / ControlTraj
  The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
  ☆35Updated 8 months ago
• yutong-xia / CaST
  PyTorch implementation of CaST, NeurIPS-23.
  ☆38Updated 4 months ago
• ZhuangDingyi / STZINB
  Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction
  ☆26Updated 3 years ago
• uctb / Urban-Dataset
  ☆27Updated last year
• tsinghua-fib-lab / KSTDiff-Urban-flow-generation
  Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)
  ☆26Updated last year