Alternatives and similar repositories for LFAConvLSTM

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

• ChengqingYu / GAT-Informer
  This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.
  ☆19Updated 4 months ago
• tstanczyk95 / WeatherGCNet
  Spatiotemporal graph convolutional network for wind speed prediction.
  ☆40Updated 6 months ago
• HPSCIL / MSTGAN-airquality-prediction
  MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…
  ☆19Updated last year
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆47Updated 5 months ago
• kethmih / AirPhyNet
  Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).
  ☆31Updated last year
• GeoX-Lab / LSTTN
  ☆51Updated last year
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆101Updated 6 months ago
• Neoyanghc / HiGRN
  HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction
  ☆12Updated last year
• alvinzhaowei / GAMCN
  This is an implementation of a traffic speed predicition model.
  ☆10Updated 2 years ago
• Chengyui / SUMformer
  Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)
  ☆20Updated 10 months ago
• mb-Ma / HiSTGNN
  code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences
  ☆15Updated 2 years ago
• Xun-Zhu / weather2k
  ☆45Updated 2 months ago
• yoshall / AirFormer
  PyTorch implementation of AirFormer, AAAI-23
  ☆145Updated 2 years ago
• luochuyao / PredRANN
  ☆12Updated 3 years ago
• Echo-Ji / STDEN
  Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).
  ☆39Updated 3 years ago
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆28Updated last year
• wengwenchao123 / DDGCRN
  [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
  ☆88Updated last month
• BUAABIGSCity / KDDCUP2022
  [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022
  ☆59Updated 2 years ago
• 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
• nkirschi / Neural-Flood-Forecasting
  Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting
  ☆14Updated 6 months ago
• idea-iitd / Frigate
  ☆15Updated 2 years ago
• chengongwu / ResLGCN
  ResNet_LSTM_GCN
  ☆13Updated 2 years ago
• wanhuaiyu / ASTGNN
  ☆16Updated 2 years ago
• zhkai / MTSF-DG
  Time Series Forecasting with Dynamic Graph Modeling
  ☆14Updated last month
• gorgen2020 / DVGNN
  ☆26Updated last month
• deepkashiwa20 / Urban_Concept_Drift
  [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation
  ☆25Updated last year
• razvanc92 / triformer
  ☆25Updated 3 years ago
• YoZhibo / ForecastGrapher
  ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks
  ☆32Updated last year
• linfangquan / kddcup2022
  ☆23Updated 3 years ago
• SEU-WENJIA / ST-SepNet
  KDD'2025. This project aims to explore the application of hypergraph spatio-temporal learning and Large Language Models (LLMs) in traffi…
  ☆16Updated 3 months ago