Alternatives and similar repositories for STFormer

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

• EloyReulen / GA-SmaAt-GNet
  Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"
  ☆13Updated 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 3 years ago
• JingJinrui / REMNet
  Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…
  ☆13Updated last year
• 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.
  ☆35Updated 5 years ago
• jesusgf96 / Broad-UNet
  ☆19Updated 3 years ago
• mazhf / MS-RNN
  ☆32Updated last year
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆37Updated 4 years ago
• x7zhong / TransfomerDownscaling
  This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…
  ☆24Updated 2 years ago
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆18Updated 10 months ago
• snl123 / 3D-storm-nowcasting
  Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model
  ☆18Updated 3 years ago
• clearlyzerolxd / TRDM
  ☆11Updated last year
• luochuyao / PFST-LSTM
  This is a Pytorch implementation of PFST-LSTM, a recurrent model for precipitation nowcasting (radar echo extrapolation) as described in …
  ☆29Updated 4 years ago
• luochuyao / IDA_LSTM
  The Radar Echo Extrapolation Model
  ☆38Updated 4 years ago
• petrosDemetrakopoulos / LSTM-radar-precipitation-forecast
  A model for short-term precipitation forecasting based on radar data
  ☆70Updated last year
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆42Updated 3 years ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆35Updated 2 years ago
• Zjut-MultimediaPlus / Rainformer
  Pytorch implementation code of Rainformer
  ☆25Updated 2 years ago
• nisyad / ConvLSTM-precipitation
  ConvLSTM for short-term precipitation forecasting.
  ☆22Updated 6 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
• jerrywn121 / TianChi_AIEarth
  TianChi AIEarth Contest Solution
  ☆79Updated 4 years ago
• gaozhihan / earth-forecasting-transformer
  ☆10Updated last year
• caglarkucuk / earthformer-satellite-to-radar
  ☆18Updated last year
• sftekin / spatio-temporal-weather-forecasting
  Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture
  ☆53Updated last year
• bugsuse / MIM_PyTorch
  PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"
  ☆15Updated 4 years ago
• xuguangning1218 / TI_Prediction
  Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》
  ☆43Updated 3 years ago
• THUzhangga / MovingMNIST
  Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.
  ☆12Updated 3 years ago
• bugsuse / radar_nowcasting
  A DEMO of weather radar nowcasting using deep learning model (SmaAt-Unet)
  ☆56Updated 4 years ago
• OUC-LeiHan / AAS-CUnet
  ☆23Updated 3 years ago
• christoskaparakis / WF-UNet
  ☆18Updated 2 years ago
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆34Updated last year