Alternatives and similar repositories for MSTGAN-airquality-prediction

Users that are interested in MSTGAN-airquality-prediction are comparing it to the libraries listed below

• mb-Ma / HiSTGNN
  code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences
  ☆15Updated 2 years ago
• nkirschi / Neural-Flood-Forecasting
  Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting
  ☆15Updated 5 months ago
• Zhang-zongwei / MFWPN
  MFWPN
  ☆23Updated 3 weeks ago
• tsinghua-fib-lab / MDPNet
  KDD 2025: 📄"Predicting the Dynamics of Complex Systems via Multiscale Diffusion Autoencoder"
  ☆16Updated 3 months ago
• alvinzhaowei / GAMCN
  This is an implementation of a traffic speed predicition model.
  ☆10Updated 2 years ago
• hub5 / LFAConvLSTM
  ☆15Updated 2 years ago
• Xun-Zhu / weather2k
  ☆45Updated last month
• Gittingthehubbing / SIAT
  Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023
  ☆14Updated 2 years ago
• ChengqingYu / GAT-Informer
  This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.
  ☆18Updated 4 months ago
• kethmih / AirPhyNet
  Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).
  ☆31Updated last year
• idea-iitd / Frigate
  ☆15Updated 2 years ago
• Chengyui / SUMformer
  Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)
  ☆20Updated 9 months ago
• zhengchuanpan / INCREASE
  INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging
  ☆16Updated 2 years ago
• ChengqingYu / MRIformer
  The main code of our proposed multi-resolution interactive transformer
  ☆11Updated 4 months ago
• zhkai / MTSF-DG
  Time Series Forecasting with Dynamic Graph Modeling
  ☆14Updated 2 weeks ago
• GeoX-Lab / LSTTN
  ☆50Updated last year
• hhhhmdzz / 2024DCIC-Photovoltaic
  2024DCIC光伏发电出力预测
  ☆13Updated last year
• suzy0223 / STSM
  Official code for the paper 'Spatial-temporal Forecasting for Regions without Observations'
  ☆11Updated 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
• mb-Ma / TGCRN
  ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"
  ☆15Updated last year
• beginner-sketch / MoSSL
  [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"
  ☆14Updated 11 months ago
• xzwbsz / DGFormer
  The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.
  ☆11Updated last year
• wanzhixiao / MDL
  a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"
  ☆13Updated 3 years ago
• rottenivy / mv_pts_correlatederr
  ☆15Updated 8 months ago
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆17Updated 8 months ago
• LMissher / PatchSTG
  [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
  ☆56Updated last month
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆44Updated 4 months ago
• decisionintelligence / MTSF-DG
  ☆24Updated last year
• LRQ577 / FAITH
  Code release of paper "FAITH: Frequency-domain Attention In Two Horizons for Long-term time series forecasting"
  ☆17Updated 2 months ago
• DongxiaW / Quantifying_Uncertainty_in_Deep_Spatiotemporal_Forecasting
  Quantifying Uncertainty in Deep Spatiotemporal Forecasting
  ☆12Updated 4 years ago