Alternatives and similar repositories for LFAConvLSTM

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

• dyu62 / multisource-spatial-point-prediction
  ☆8Updated 9 months ago
• tstanczyk95 / WeatherGCNet
  Spatiotemporal graph convolutional network for wind speed prediction.
  ☆39Updated 3 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…
  ☆17Updated last year
• mb-Ma / HiSTGNN
  code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences
  ☆15Updated last year
• bycnfz / weather2k
  ☆41Updated last year
• ChengqingYu / GAT-Informer
  This folder contains spatiotemporal prediction models implemented in combination with Informer and GAT.
  ☆18Updated 2 months ago
• Neoyanghc / HiGRN
  HiGRN: A Hierarchical Graph Recurrent Network for Global Sea Surface Temperature Prediction
  ☆10Updated last year
• Chengyui / SUMformer
  Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)
  ☆20Updated 7 months ago
• YoZhibo / ForecastGrapher
  ForecastGrapher: Redefining Multivariate Time Series Forecasting with Graph Neural Networks
  ☆30Updated last year
• tongnie / ImputeFormer
  [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"
  ☆43Updated 2 months ago
• LewisLee26 / Mamba-Weather-Timeseries
  Comparing a Mamba model to a LSTM model for weather prediction timeseries data.
  ☆15Updated last month
• chenxiaodanhit / BiTGraph
  The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.
  ☆27Updated 10 months ago
• gorgen2020 / DVGNN
  ☆26Updated 2 years ago
• BUAABIGSCity / KDDCUP2022
  [KDD CUP 2022] 11th place solution of Spatial-Temporal Graph Neural Network for Wind Power Forecasting in Baidu KDD CUP 2022
  ☆57Updated 2 years ago
• JimengShi / DL-Foundation-Models-Weather
  Curated papers on survey paper "deep learning and foundation models for weather prediction".
  ☆21Updated 6 months ago
• yoshall / AirFormer
  PyTorch implementation of AirFormer, AAAI-23
  ☆136Updated 2 years ago
• zhkai / MTSF-DG
  Time Series Forecasting with Dynamic Graph Modeling
  ☆11Updated 4 months ago
• rottenivy / mv_pts_correlatederr
  ☆14Updated 6 months ago
• injadlu / KDDCUP2022
  ☆20Updated 2 years ago
• 761133412 / AQI-Prediction
  AQI-prediction using Nested LSTM and wavelet transform (WT) based on Keras.
  ☆12Updated 3 years ago
• LMissher / STWave
  [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
  ☆96Updated 3 months ago
• xuguangning1218 / TI_Prediction
  Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》
  ☆42Updated 3 years ago
• JLDeng / SCNN
  [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…
  ☆29Updated last year
• alvinzhaowei / GAMCN
  This is an implementation of a traffic speed predicition model.
  ☆10Updated 2 years ago
• linfangquan / kddcup2022
  ☆23Updated 2 years ago
• idea-iitd / Frigate
  ☆15Updated last year
• wengwenchao123 / DDGCRN
  [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting
  ☆87Updated last month
• GeoX-Lab / LSTTN
  ☆48Updated last year
• Friger / HighAir
  The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method
  ☆26Updated 4 years ago
• ChengqingYu / MTS_dataset
  This folder contains some of the data sets commonly used in the field of multivariate time series forecasting.
  ☆10Updated last year