Alternatives and similar repositories for xTP-LLM:

Users that are interested in xTP-LLM are comparing it to the libraries listed below

• ChenxiLiu-HNU / ST-LLM
  Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"
  ☆64Updated last week
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆168Updated 2 months ago
• NickHan-cs / Spatio-Temporal-Data-Mining-Survey
  Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
  ☆116Updated 7 months ago
• deepkashiwa20 / ODCRN
  [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19
  ☆31Updated last year
• HKUDS / GPT-ST
  [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
  ☆78Updated 8 months ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆65Updated 7 months ago
• Curb-GAN / Curb-GAN
  The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"
  ☆32Updated 5 years ago
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆64Updated 11 months ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆111Updated last year
• lonicera-yx / MGT
  ☆38Updated 2 years ago
• Echo-Ji / ST-SSL_Dataset
  The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".
  ☆29Updated last year
• ChyaZhang / ChatTraffic
  The official implementation of ChatTraffic.
  ☆38Updated last month
• liuxu77 / STGCL
  When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)
  ☆40Updated 2 years ago
• Essaim / CGCDemandPrediction
  ☆49Updated 2 years ago
• mzy94 / JCLRNT
  Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory
  ☆27Updated 4 months ago
• mingqian000 / TrGNN
  Traffic Flow Prediction with Vehicle Trajectories
  ☆67Updated 3 years ago
• ZhuangDingyi / STZINB
  Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction
  ☆25Updated 3 years ago
• WenMellors / TS-TrajGen
  Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.
  ☆41Updated last year
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆37Updated last month
• 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
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆153Updated last year
• HCPLab-SYSU / HIAM
  ☆15Updated last year
• uctb / Urban-Dataset
  ☆24Updated 5 months ago
• huiminren / MTrajRec
  Map-Constrained Trajectory Recovery (KDD'21)
  ☆55Updated 2 years ago
• GestaltCogTeam / D2STGNN
  Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.
  ☆178Updated last year
• pengzhangzhi / spatial-temporal-transformer
  traffic flow prediction
  ☆23Updated 2 years ago
• aptx1231 / START
  [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…
  ☆77Updated 10 months ago
• zhyliu00 / TPB
  Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"
  ☆19Updated last year
• usail-hkust / BigST
  ☆16Updated 4 months ago
• RobinLu1209 / STAG-GCN
  Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting
  ☆67Updated 4 years ago