Alternatives and similar repositories for SUMformer

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

• YuanYuan98 / UniFlow
  ☆13Updated 7 months ago
• easylearningscores / NuwaDynamics
  ICLR'2024 (Spotlight)
  ☆19Updated 11 months ago
• beginner-sketch / MoSSL
  [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"
  ☆13Updated 8 months ago
• usail-hkust / ASeer
  The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…
  ☆23Updated 9 months ago
• idea-iitd / Frigate
  ☆15Updated last year
• kethmih / AirPhyNet
  Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).
  ☆28Updated last year
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆47Updated 6 months ago
• bycnfz / weather2k
  ☆41Updated last year
• dyu62 / multisource-spatial-point-prediction
  ☆8Updated 8 months ago
• trainingl / AFDGCN
  Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.
  ☆17Updated last year
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆93Updated 3 months ago
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆25Updated last month
• deepkashiwa20 / Urban_Concept_Drift
  [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation
  ☆24Updated last year
• hjf1997 / STGNP
  KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation
  ☆35Updated 2 years ago
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆26Updated 9 months ago
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆43Updated last month
• gorgen2020 / DVGNN
  ☆26Updated 2 years ago
• yoshall / AirFormer
  PyTorch implementation of AirFormer, AAAI-23
  ☆135Updated 2 years ago
• Dreamzz5 / STGformer
  ☆20Updated 8 months ago
• gitbooo / CrossViVit
  This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…
  ☆88Updated 9 months ago
• LMZZML / PriSTI
  ☆83Updated last year
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆54Updated 9 months ago
• mb-Ma / HiSTGNN
  code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences
  ☆15Updated last year
• HPSCIL / MSTGAN-airquality-prediction
  MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…
  ☆17Updated 11 months ago
• Echo-Ji / STDEN
  Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).
  ☆38Updated 2 years ago
• YuanYuan98 / UrbanDiT
  ☆22Updated 8 months ago
• yoshall / SINPA
  ☆11Updated 9 months ago
• Graph-Machine-Learning-Group / spin
  Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…
  ☆57Updated 2 years ago
• zhyliu00 / FDTI
  Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"
  ☆12Updated last year
• wengwenchao123 / PM-DMNet
  [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction
  ☆21Updated 3 weeks ago