Alternatives and similar repositories for ST-Paper:

Users that are interested in ST-Paper are comparing it to the libraries listed below

• NickHan-cs / Spatio-Temporal-Data-Mining-Survey
  Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.
  ☆118Updated 8 months ago
• Echo-Ji / ST-SSL
  ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction
  ☆172Updated 3 months ago
• BUAABIGSCity / PDFormer
  [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
  ☆227Updated last year
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆163Updated last year
• Jimmy-7664 / STD-MAE
  [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
  ☆172Updated 2 months ago
• SYLan2019 / DSTAGNN
  DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.
  ☆156Updated 2 years ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆112Updated last year
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆67Updated 8 months ago
• Kaimaoge / IGNNK
  ☆117Updated last year
• xiepeng21 / research_spatio-temporal-data-mining
  A collection of research on spatio-temporal data mining
  ☆148Updated last month
• liuxu77 / LargeST
  LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)
  ☆193Updated last year
• wengwenchao123 / DDGCRN
  [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
  ☆77Updated 3 months ago
• jwwthu / DL4Traffic
  This is the repository for the collection of Deep Learning for Traffic Prediction Problems.
  ☆228Updated last year
• ChenxiLiu-HNU / ST-LLM
  Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"
  ☆72Updated last month
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆86Updated 3 weeks ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆82Updated 11 months ago
• tsinghua-fib-lab / Traffic-Benchmark
  Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023
  ☆291Updated 3 years ago
• gengdd / Awesome-Time-Series-Spatio-Temporal
  Awesome Time-Series and Spatio-Temporal Related
  ☆93Updated last year
• guoshnBJTU / ASTGNN
  This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…
  ☆207Updated 3 years ago
• goaheand / AdapGL-pytorch
  ☆64Updated 3 years ago
• yoshall / AirFormer
  PyTorch implementation of AirFormer, AAAI-23
  ☆128Updated 2 years ago
• VincLee8188 / GMAN-PyTorch
  Implementation of Graph Muti-Attention Network with PyTorch
  ☆152Updated last year
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆106Updated 3 years ago
• aptx1231 / NYC-Dataset
  Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data
  ☆51Updated 3 years ago
• Echo-Ji / ST-SSL_Dataset
  The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".
  ☆30Updated last year
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆43Updated last year
• SmallNana / STSGCN_Pytorch
  ☆76Updated last year
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆64Updated last year
• Kongwy5689 / STPGNN
  ☆20Updated 9 months ago
• Echo-Ji / STDEN
  Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).
  ☆38Updated 2 years ago