Alternatives and similar repositories for location-prediction

Users that are interested in location-prediction are comparing it to the libraries listed below

• Logan-Lin / CTLE
  Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…
  ☆36Updated 8 months ago
• xlwang233 / LLM-Mob
  Large Language Models as Human Mobility Predictors
  ☆51Updated 6 months 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 8 months ago
• FIBLAB / MoveSim
  [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility
  ☆48Updated 3 years ago
• tsinghua-fib-lab / OD_benckmark
  The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques
  ☆28Updated last year
• tsinghua-fib-lab / Activity-Trajectory-Generation
  The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"
  ☆32Updated last year
• urbanmobility / Awesome-Urban-Mobility-Prediction
  This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.
  ☆21Updated 2 years ago
• urbanmobility / CSLSL
  PyTorch implementation of the paper-"Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network"
  ☆11Updated last year
• AI-World / IJCAI-TULVAE
  source_code for TULVAE
  ☆23Updated 7 years ago
• aptx1231 / Awesome-Spatio-Temporal-Representation-Learning
  Summary of Spatio-Temporal Representation Learning Models.
  ☆73Updated 2 years ago
• scikit-mobility / DeepLearning4HumanMobility
  ☆138Updated 3 years ago
• aptx1231 / START
  [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…
  ☆81Updated last year
• NickHan-cs / Spatio-Temporal-Data-Mining-Survey
  Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
  ☆128Updated 11 months ago
• Wangjw6 / LLMob
  LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.
  ☆50Updated last week
• huiminren / MTrajRec
  Map-Constrained Trajectory Recovery (KDD'21)
  ☆56Updated 3 years ago
• baixianghuang / travel
  Traffic accident prediction using graph neural networks
  ☆49Updated 7 months ago
• xiepeng21 / research_spatio-temporal-data-mining
  A collection of research on spatio-temporal data mining
  ☆151Updated 4 months ago
• vonfeng / DeepMove
  [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network
  ☆151Updated 4 months ago
• HKUDS / GPT-ST
  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
  ☆78Updated 11 months ago
• mingqian000 / TrGNN
  Traffic Flow Prediction with Vehicle Trajectories
  ☆69Updated 4 years ago
• XTxiatong / AttnMove
  This is for AAAI2020 submission #9808
  ☆19Updated 6 months ago
• zealscott / ST2Vec
  Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.
  ☆49Updated 2 years ago
• huaxiuyao / MetaST
  MetaST for WWW 2019
  ☆52Updated 4 years ago
• gcooq / TUL
  Identifying Human Mobility via Trajectory Embeddings(TUL)
  ☆60Updated 5 years ago
• iarai / NeurIPS2022-traffic4cast
  Code accompanying our NeurIPS 2022 traffic4cast challenge
  ☆78Updated 2 years ago
• usail-hkust / UUKG
  UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction
  ☆100Updated last month
• yingtaoluo / Spatial-Temporal-Attention-Network-for-POI-Recommendation
  Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.
  ☆179Updated 2 years ago
• vaibhav90 / Mobility-Prediction-Literature
  Relevant research papers focusing on human mobility modeling and next place prediction
  ☆29Updated 5 years ago
• Davidham3 / open-traffic-datasets
  open traffic datasets
  ☆30Updated 6 years ago
• GCDAN / GCDAN
  ☆8Updated 3 years ago