Alternatives and similar repositories for SUMformer

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

• Xun-Zhu / weather2k
  ☆48Updated 5 months ago
• deepkashiwa20 / Urban_Concept_Drift
  [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation
  ☆25Updated 2 years ago
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆52Updated 8 months ago
• kethmih / AirPhyNet
  Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).
  ☆37Updated last year
• usail-hkust / ASeer
  The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…
  ☆28Updated last year
• yoshall / SINPA
  ☆15Updated 5 months ago
• YuanYuan98 / UniFlow
  ☆17Updated last year
• beginner-sketch / MoSSL
  [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"
  ☆16Updated last year
• gitbooo / CrossViVit
  This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…
  ☆95Updated last year
• Echo-Ji / STDEN
  Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).
  ☆40Updated 3 years ago
• hjf1997 / STGNP
  KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation
  ☆37Updated 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
• LiuAoyu1998 / STAMT
  An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
  ☆28Updated 8 months ago
• yoshall / AirFormer
  PyTorch implementation of AirFormer, AAAI-23
  ☆155Updated 3 years ago
• mb-Ma / TGCRN
  ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"
  ☆16Updated last year
• idea-iitd / Frigate
  ☆15Updated 2 years ago
• Kaimaoge / IGNNK
  ☆125Updated 2 years ago
• marshka / hdtts
  Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)
  ☆16Updated 10 months ago
• LMZZML / PriSTI
  ☆92Updated 2 years ago
• D2I-Group / awesome-vision-time-series
  This is an official repository for "Harnessing Vision Models for Time Series Analysis: A Survey".
  ☆68Updated 2 weeks ago
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆78Updated last month
• Graph-Machine-Learning-Group / spin
  Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…
  ☆62Updated 2 years ago
• wenhaomin / DiffSTG
  Code for DiffSTG
  ☆83Updated 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 …
  ☆14Updated 6 months ago
• suzy0223 / STSM
  Official code for the paper 'Spatial-temporal Forecasting for Regions without Observations'
  ☆13Updated 2 months ago
• XDZhelheim / HimNet
  [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".
  ☆70Updated last year
• gorgen2020 / DVGNN
  ☆28Updated 4 months ago
• Jimmy-7664 / STD-MAE
  [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting
  ☆247Updated 3 weeks ago
• jiawenchen10 / ST-SepNet
  KDD'2025. This project aims to explore the application of hypergraph spatio-temporal learning and Large Language Models (LLMs) in traffi…
  ☆31Updated 2 weeks ago
• Alexander-wu / NuwaDynamics
  [ICLR 2024 Spotlight]
  ☆24Updated last year