Alternatives and similar repositories for USTD

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

• MingxiLii / LocaleGN
  few-shot models for short-term traffic prediction
  ☆17Updated 2 years ago
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆84Updated last year
• Yasoz / ControlTraj
  The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
  ☆39Updated last year
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆52Updated 8 months ago
• ChyaZhang / ChatTraffic
  The official implementation of ChatTraffic.
  ☆51Updated last year
• YuanYuan98 / UniFlow
  ☆17Updated last year
• ChenxiLiu-HNU / ST-LLM
  Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"
  ☆145Updated last month
• ShuhaoLii / LaneLevel-Traffic-Benchmark
  ☆24Updated last year
• Psychic-DL / DiffTAD
  DiffTAD: Denoising Diffusion Probabilistic Models for Vehicle Trajectory Anomaly Detection
  ☆33Updated 2 years ago
• xlwang233 / STSeq2Seq
  [TRC] PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.
  ☆17Updated 4 years ago
• zhyliu00 / TPB
  Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"
  ☆21Updated 2 years ago
• Yasoz / DiffTraj
  The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model
  ☆98Updated last year
• R0oup1iao / Traffic-Transformer
  This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at
  ☆26Updated 2 years ago
• tongnie / tensorlib
  Repository for paper 'Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing…
  ☆16Updated 2 years ago
• razvanc92 / ST-WA
  ☆20Updated 4 years ago
• YanJieWen / RPConvformer
  Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling
  ☆24Updated 3 years ago
• SYLan2019 / DSTAGNN
  DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.
  ☆190Updated 3 years ago
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆213Updated 2 months ago
• GestaltCogTeam / BLAST
  Code for our SIGKDD'25 paper BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models.
  ☆25Updated 8 months ago
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆78Updated 2 months ago
• xinychen / LCR
  Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)
  ☆23Updated last year
• kethmih / ST-LLM-Plus
  Official implementation of the paper "ST-LLM+ : Graph Enhanced Spatio-Temporal Large Language Models for Traffic Prediction"
  ☆47Updated 6 months ago
• lonicera-yx / MGT
  ☆40Updated 3 years ago
• Echo-Ji / ST-SSL_Dataset
  The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".
  ☆33Updated 2 years ago
• ChyaZhang / BjTT
  ☆28Updated last year
• shangzongjiang / MSHyper
  ☆20Updated 11 months ago
• Jimmy-7664 / STD-MAE
  [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
  ☆248Updated last month
• wengwenchao123 / RGDAN
  [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction
  ☆40Updated 4 months ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆140Updated 2 years ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆108Updated 10 months ago