Alternatives and similar repositories for ImputeFormer:

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

• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆81Updated 9 months ago
• trainingl / STG4Traffic
  Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
  ☆64Updated 6 months ago
• huogy / HSTGCNT
  ☆15Updated 2 years ago
• Echo-Ji / STDEN
  Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).
  ☆36Updated 2 years ago
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆25Updated last month
• GestaltCogTeam / GinAR
  Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing
  ☆27Updated 6 months ago
• R0oup1iao / Traffic-Transformer
  This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at
  ☆26Updated last year
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆19Updated 9 months ago
• xlwang233 / STSeq2Seq
  PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.
  ☆15Updated 3 years ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆43Updated 4 months ago
• lonicera-yx / MGT
  ☆38Updated 2 years ago
• XDZhelheim / Torch-MTS
  My personal PyTorch framework for multivariate time series forecasting.
  ☆80Updated 7 months ago
• guoshnBJTU / SSTBAN
  ☆23Updated last year
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆64Updated 10 months ago
• j1o2h3n / DDSTGCN
  Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction
  ☆42Updated last year
• Kongwy5689 / STPGNN
  ☆17Updated 7 months ago
• deepkashiwa20 / MegaCRN
  [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"
  ☆108Updated last year
• Kqingzheng / ModWaveMLP
  ☆18Updated 9 months ago
• Essaim / CGCDemandPrediction
  ☆49Updated 2 years ago
• LiuAoyu1998 / STIDGCN
  Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
  ☆55Updated 3 months ago
• usail-hkust / ASeer
  The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…
  ☆15Updated 5 months ago
• YimiAChack / STDDE
  Official implementation for "Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equat…
  ☆13Updated 2 weeks ago
• yokifly / ASTTN_pytorch
  ☆35Updated last year
• deepkashiwa20 / Urban_Concept_Drift
  [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation
  ☆21Updated last year
• goaheand / AdapGL-pytorch
  ☆61Updated 3 years ago
• xinychen / LCR
  Laplacian convolutional representation for traffic time series imputation. (IEEE TKDE'24)
  ☆12Updated 2 months ago
• square-coder / STGODE
  Spatial-Temporal Graph ODE Neural Network
  ☆103Updated 3 years ago
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆20Updated 5 months ago
• ShuhaoLii / LaneLevel-Traffic-Benchmark
  ☆21Updated 5 months ago