Alternatives and similar repositories for HiSTGNN

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

• xzwbsz / DGFormer
  The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.
  ☆13Updated 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…
  ☆20Updated last year
• Xun-Zhu / weather2k
  ☆48Updated 4 months ago
• nkirschi / Neural-Flood-Forecasting
  Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting
  ☆14Updated 8 months ago
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆18Updated last year
• EloyReulen / GA-SmaAt-GNet
  Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"
  ☆14Updated last year
• THUzhangga / MovingMNIST
  Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.
  ☆12Updated 3 years ago
• bugsuse / MIM_PyTorch
  PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"
  ☆15Updated 4 years ago
• clearlyzerolxd / TRDM
  ☆10Updated last year
• martinandrae / Continuous-Ensemble-Forecasting
  [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models
  ☆33Updated 6 months ago
• gaozhihan / earth-forecasting-transformer
  ☆10Updated last year
• DAMO-DI-ML / WeatherODE
  The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…
  ☆15Updated last year
• thuml / ModeRNN
  ☆14Updated 3 years ago
• Gittingthehubbing / SIAT
  Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023
  ☆14Updated 2 years ago
• jihoonko / DeepRaNE
  ☆14Updated 3 years ago
• hajuchan / enose-mvoc-lstm-sepsis-detection
  This study develops a non-invasive electronic nose system for real-time infection monitoring in neonatal incubators by identifying pathog…
  ☆11Updated 2 months ago
• tsinghua-fib-lab / MDPNet
  KDD 2025: "Predicting the Dynamics of Complex Systems via Multiscale Diffusion Autoencoder"
  ☆18Updated 6 months ago
• Chengyui / SUMformer
  Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)
  ☆20Updated last year
• hub5 / LFAConvLSTM
  ☆15Updated 3 years ago
• 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
• ybu-lxd / SISLDM-ISI
  ☆12Updated last year
• kethmih / AirPhyNet
  Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).
  ☆37Updated last year
• dataymeric / ClimODE
  PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"
  ☆19Updated last year
• Neoyanghc / HiGRN
  HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction
  ☆12Updated 2 years ago
• salvaRC / erdm
  [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting
  ☆19Updated 6 months ago
• Alexander-wu / NuwaDynamics
  [ICLR 2024 Spotlight]
  ☆24Updated last year
• mazhf / MS-RNN
  ☆32Updated last year
• luochuyao / PredRANN
  ☆11Updated 4 years ago
• marshka / hdtts
  Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)
  ☆16Updated 9 months ago
• ChengqingYu / MRIformer
  The main code of our proposed multi-resolution interactive transformer
  ☆11Updated 7 months ago