Alternatives and similar repositories for spatio-temporal-weather-forecasting

Users that are interested in spatio-temporal-weather-forecasting are comparing it to the libraries listed below

• AILAB-CEFET-RJ / stconvs2s
  Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…
  ☆68Updated 3 years ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆34Updated 2 years ago
• jerrywn121 / TianChi_AIEarth
  TianChi AIEarth Contest Solution
  ☆80Updated 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"
  ☆14Updated 4 years ago
• petrosDemetrakopoulos / LSTM-radar-precipitation-forecast
  A model for short-term precipitation forecasting based on radar data
  ☆63Updated 11 months ago
• VincentBouget / rain-nowcasting-with-fusion-of-rainfall-and-wind-data-article
  Repository for article "Fusion of rain radar images and wind forecasts in a deep learning model applied to rain nowcasting"
  ☆52Updated 2 years ago
• ZiluM / Deep-learning-for-multi-year-ENSO-Reproduction
  Deep learning for multi-year ENSO forecasts Reproduction
  ☆54Updated 10 months ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆32Updated 3 years ago
• giserh / ConvLSTM-2
  Convolutional LSTM for Precipitation Nowcasting
  ☆56Updated 7 years ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆31Updated 3 years ago
• luochuyao / PFST-LSTM
  This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …
  ☆26Updated 4 years ago
• christoskaparakis / WF-UNet
  ☆18Updated 2 years ago
• trichtu / ConvLSTM-RAU-net
  Spatial-temperal Prediction Model based on history observation and WRF numerical prediction
  ☆36Updated 5 years ago
• luochuyao / PredRANN
  ☆12Updated 3 years ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆41Updated 4 years ago
• seominseok0429 / W4C22-Simple-Baseline-for-Weather-Forecasting-Using-Spatiotemporal-Context-Aggregation-Network
  W4C22-Simple Baseline for Weather Forecasting Using Spatiotemporal Context Aggregation Network (NeurIPS22 Challenge))
  ☆21Updated 2 years ago
• JingJinrui / REMNet
  Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…
  ☆11Updated last year
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆17Updated 6 months ago
• jesusgf96 / Broad-UNet
  ☆19Updated 3 years ago
• nisyad / ConvLSTM-precipitation
  ConvLSTM for short-term precipitation forecasting.
  ☆22Updated 6 years ago
• jeonghwan723 / A_CNN
  CNN based ENSO all season forecast model
  ☆18Updated 10 months ago
• salvaRC / El-GNNino
  Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"
  ☆35Updated 4 years ago
• lastproxy / Basic_PredRNN_Seq2seq
  从Convlstm2D的基础上改编: https://github.com/ndrplz/ConvLSTM_pytorch 可用于雷达回波等短临预报领域,采用模仿Dr.SXJ的Seq2seq结构.
  ☆33Updated 5 years ago
• GMfatcat / ConvLSTM-CNN-for-tropical-cyclone
  Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity
  ☆38Updated 2 years ago
• luochuyao / IDA_LSTM
  The Radar Echo Extrapolation Model
  ☆35Updated 3 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• CNALeon007 / TrajGRU
  An implementation of tensorflow-based TrajGRU model
  ☆24Updated 5 years ago
• Gufrannn / W-MAE
  ☆30Updated last year
• sophiegif / FusionCNN_hurricanes
  public codes for fusing CNN networks
  ☆23Updated 5 years ago
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆35Updated 3 years ago