Alternatives and similar repositories for convLSTMforPrecipitationNowcasting

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

• HermioneX / 2019-tianchi-typhoon-top20
  2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution
  ☆11Updated last year
• trichtu / ConvLSTM-RAU-net
  Spatial-temperal Prediction Model based on history observation and WRF numerical prediction
  ☆36Updated 5 years ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆42Updated 4 years ago
• LukaDoncic0 / GAN-argcPredNet
  GAN-argcPredNet v1.0: A Generative Adversarial Model for Radar Echo Extrapolation Based on Convolutional Recurrent Units
  ☆11Updated 3 years ago
• se7ven012 / ConvLSTM
  Typhoon Prediction
  ☆12Updated 5 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
• 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
• CNALeon007 / TrajGRU
  An implementation of tensorflow-based TrajGRU model
  ☆24Updated 5 years ago
• gsarm78 / cs230Project
  Precipitation Nowcasting using DL - CS230 Deep Learning course group project
  ☆22Updated 5 years ago
• jesusgf96 / Broad-UNet
  ☆19Updated 3 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
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆35Updated 3 years ago
• zhangyanbiao / predrnn-_pytorch
  This is a Pytorch implementation of PredRNN++
  ☆38Updated 5 years ago
• MIT-AI-Accelerator / neurips-2020-sevir
  Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"
  ☆82Updated 4 years ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆32Updated 3 years ago
• chencodeX / Global-AI-Challenge-on-Meteorology
  ailiyun tianchi IEEE ICDM 2018 全球气象AI挑战赛 比赛代码
  ☆22Updated 6 years ago
• sophiegif / FusionCNN_hurricanes
  public codes for fusing CNN networks
  ☆23Updated 5 years ago
• jerrywn121 / TianChi_AIEarth
  TianChi AIEarth Contest Solution
  ☆80Updated 3 years ago
• SuyeonC / Rad-cGAN
  Rad-cGAN v1.0: Radar-based precipitation nowcasting model with conditional Generative Adversarial Networks for multiple dam domains
  ☆12Updated 2 years ago
• huynhvp / ConvLSTM-in-3D-precipitation-nowcasting
  An application of ConvLSTM in 3D precipitation nowcasting in Kobe city, Japan
  ☆17Updated 6 years ago
• EloyReulen / GA-SmaAt-GNet
  Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"
  ☆13Updated 6 months ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• uniquezhiyuan / ImagesSequencesPredictions
  雷达回波外推，ConvLSTM，训练模型并外推。
  ☆87Updated 7 years ago
• Rilwan-Adewoyin / TRUNET
  Code for TRUNET model
  ☆17Updated 2 years ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆34Updated 2 years ago
• bugsuse / radar_nowcasting
  A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)
  ☆51Updated 3 years ago
• giserh / ConvLSTM-2
  Convolutional LSTM for Precipitation Nowcasting
  ☆55Updated 7 years ago
• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆24Updated last year
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆17Updated 5 months ago
• cd74 / Meteorological_warning
  Use machine learning model for intense rainfall prediction. 基于深度学习的天气预报系统研究应用
  ☆10Updated 4 years ago