Alternatives and similar repositories for STFormer:

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

• snl123 / 3D-storm-nowcasting
  Three-dimensional gridded radar echo extrapolation for convective storm nowcasting based on a 3D-ConvLSTM model
  ☆16Updated 2 years ago
• JingJinrui / REMNet
  Pytorch implementation of paper "REMNet: Recurrent Evolution Memory-aware Network for Accurate Long-term Weather Radar Echo Extrapolation…
  ☆10Updated 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 …
  ☆26Updated 4 years ago
• wendig / GD-CAF
  GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting
  ☆14Updated 3 weeks ago
• jesusgf96 / Broad-UNet
  ☆19Updated 2 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…
  ☆18Updated last year
• THUzhangga / MovingMNIST
  Unsupervised learning of Moving MNIST dataset. This repository contains implemention of ConvLSTM model and PredRNN++ model with Pytorch.
  ☆12Updated 2 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
• 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 4 years ago
• petrosDemetrakopoulos / LSTM-radar-precipitation-forecast
  A model for short-term precipitation forecasting based on radar data
  ☆59Updated 6 months ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆32Updated last year
• 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"
  ☆48Updated 2 years ago
• mazhf / MS-RNN
  ☆28Updated last year
• OUC-LeiHan / AAS-CUnet
  ☆24Updated 2 years ago
• gaozhihan / earth-forecasting-transformer
  ☆10Updated 6 months ago
• luochuyao / IDA_LSTM
  The Radar Echo Extrapolation Model
  ☆31Updated 3 years ago
• fmerizzi / ERA5-to-CERRA-via-Diffusion-Models
  Wind speed downscaling via Diffusion Models, from ERA5 to CERRA in the mediterranean region
  ☆16Updated 7 months ago
• jerrywn121 / Arctic_SIC_prediction
  Convolutional Recurrent Neural Networks for Predicting Sea Ice Concentration in the Arctic
  ☆14Updated 3 years ago
• nisyad / ConvLSTM-precipitation
  ConvLSTM for short-term precipitation forecasting.
  ☆20Updated 5 years ago
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆39Updated 2 years ago
• DongGeun-Yoon / DGDM
  [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model
  ☆32Updated 2 months ago
• bugsuse / MIM_PyTorch
  PyTorch Code of "Memory In Memory: A Predictive Neural Network for Learning Higher-Order Non-Stationarity from Spatiotemporal Dynamics"
  ☆14Updated 3 years ago
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆28Updated 2 years ago
• CAMS-AI / P-UNet_ODiceloss
  A NWP precipitation bias correction model based on Unet
  ☆18Updated 2 years ago
• christoskaparakis / WF-UNet
  ☆14Updated last year
• flyakon / DeepPhysiNet
  Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
  ☆36Updated 8 months ago
• aiwei169 / FY4A
  读取FY4A的所有产品
  ☆34Updated 2 years ago
• Rilwan-Adewoyin / TRUNET
  Code for TRUNET model
  ☆17Updated last year
• GMfatcat / ConvLSTM-CNN-for-tropical-cyclone
  Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity
  ☆32Updated 2 years ago
• TQRTQ / DGMR
  Skilful precipitation nowcasting using deep generative models of radar
  ☆34Updated 3 years ago