Alternatives and similar repositories for LSTTN

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

• Frank-Wang-oss / FCSTGNN
  ☆114Updated last year
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆47Updated 2 years ago
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆96Updated 5 months ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆99Updated 4 months ago
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆27Updated 11 months ago
• huogy / HSTGCNT
  ☆14Updated 3 years ago
• XDZhelheim / STAEformer
  [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".
  ☆189Updated last year
• trainingl / AFDGCN
  Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.
  ☆18Updated last year
• wengwenchao123 / DDGCRN
  [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
  ☆87Updated 2 months ago
• louisechen520 / Bi-STAT
  ☆26Updated last year
• HCHHOH / DEC-Former
  ☆11Updated 9 months ago
• Jimmy-7664 / STD-MAE
  [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
  ☆223Updated 2 months ago
• DrownFish19 / CorrSTN
  A correlation information-based spatiotemporal network for traffic flow forecasting
  ☆29Updated last year
• yoshall / AirFormer
  PyTorch implementation of AirFormer, AAAI-23
  ☆138Updated 2 years ago
• YoZhibo / MSGNet
  MSGNet: Learning Multi-Scale Inter-Series Correlations for Multivariate Time Series Forecasting (AAAI2024)
  ☆178Updated last year
• onceCWJ / FCDNet
  ☆23Updated 7 months ago
• wudi2001 / STGAGRTN
  This is a PyTorch implementation of STGAGRTN in the Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow…
  ☆20Updated last year
• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆68Updated 2 months ago
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆44Updated 3 months ago
• LiuZH-19 / Ada-STNet
  ☆43Updated 3 years ago
• shangzongjiang / Ada-MSHyper
  ☆59Updated 5 months ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆60Updated 11 months ago
• wengwenchao123 / RGDAN
  [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction
  ☆40Updated 2 months ago
• Bounger2 / ST-CGCN
  Display of data sets and core code in STCGCN
  ☆26Updated 2 years ago
• shangzongjiang / MAGNN
  ☆96Updated 7 months ago
• hqh0728 / HDMixer
  ☆46Updated last year
• yokifly / ASTTN_pytorch
  ☆38Updated 2 years ago
• ddz16 / Preformer
  This repository contains the pytorch code for the 2023 ICASSP paper "Preformer: Predictive Transformer with Multi-Scale Segment-wise Corr…
  ☆46Updated 2 years ago
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆72Updated last year
• ibizatomorrow / DCST
  [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …
  ☆13Updated last month