Alternatives and similar repositories for Weather4Cast2021-SwinUNet3D

Users that are interested in Weather4Cast2021-SwinUNet3D are comparing it to the libraries listed below

• jleinonen / weather4cast-stage1
  Solution to the Weather4cast 2021 Stage 1 challenge
  ☆15Updated 3 years ago
• iarai / weather4cast
  Code accompanying our IARAI Weather4cast Challenge
  ☆50Updated 3 years ago
• jesusgf96 / Broad-UNet
  ☆19Updated 3 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…
  ☆22Updated 2 years ago
• EloyReulen / GA-SmaAt-GNet
  Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"
  ☆13Updated 9 months 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))
  ☆20Updated 2 years ago
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆27Updated 3 years ago
• bugsuse / weather4cast-2022-stage2
  ☆13Updated 2 years ago
• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆35Updated 2 years ago
• Gufrannn / W-MAE
  ☆29Updated last year
• mpapadomanolaki / UNetLSTM
  ☆26Updated 3 years ago
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆42Updated 3 years ago
• davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables
  Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models
  ☆25Updated 3 years ago
• leelew / HybridHydro
  Hybrid physical-ML models (source code of "Soil Moisture Forecasting integrating Physical-based Model with Deep Learning", Advanced in A…
  ☆16Updated last month
• 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"
  ☆53Updated 3 years ago
• ZiluM / Deep-learning-for-multi-year-ENSO-Reproduction
  Deep learning for multi-year ENSO forecasts Reproduction
  ☆55Updated last year
• jdiaz4302 / ConvTimeLSTM
  Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing
  ☆22Updated 5 years ago
• rudolfwilliam / satellite_image_forecasting
  Models for the EarthNet2021 challenge.
  ☆46Updated last month
• xuguangning1218 / TI_Prediction
  Official source code for paper 《SAF-Net: A Spatio-Temporal Deep Learning Method for Typhoon Intensity Prediction》
  ☆43Updated 3 years ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• Cmeo97 / NowcastingGPT
  Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper
  ☆21Updated 9 months ago
• earthnet2021 / earthnet-models-pytorch
  EarthNet Models PyTorch - Deep Neural Networks for geospatial vegetation forecasting.
  ☆35Updated 11 months ago
• ai2es / miles-guess
  Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.
  ☆27Updated 2 months ago
• bojesomo / Traffic4Cast2021-SwinUNet3D
  ☆24Updated 2 months ago
• gaozhihan / earth-forecasting-transformer
  ☆10Updated 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
• openclimatefix / diffusion_weather
  Testing out Diffusion-based models for weather and PV forecasting
  ☆15Updated this week
• salvaRC / El-GNNino
  Code associated with the NeurIPS 2020 Climate Change workshop proposal paper "Graph Neural Networks for Improved El Niño Forecasting"
  ☆34Updated 4 years ago
• Hereon-KSN / cygnss-deployment
  Web Interface for Wind Speed Prediction
  ☆19Updated 2 years ago
• nisyad / ConvLSTM-precipitation
  ConvLSTM for short-term precipitation forecasting.
  ☆22Updated 6 years ago