Alternatives and similar repositories for Deep-learning-for-multi-year-ENSO-Reproduction

Users that are interested in Deep-learning-for-multi-year-ENSO-Reproduction are comparing it to the libraries listed below

• MeteoSwiss / c4dl-multi
  Code for paper "Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model"
  ☆34Updated 2 years ago
• FREVA-CLINT / climatereconstructionAI
  Software to train/evaluate models to reconstruct missing values in climate data (e.g., HadCRUT4) based on a U-Net with partial convolutio…
  ☆84Updated 5 months ago
• raspstephan / nwp-downscale
  ☆40Updated 3 years ago
• tpys / FuXi-S2S
  ☆29Updated last week
• MIT-AI-Accelerator / eie-sevir
  Code for working with the SEVIR weather dataset
  ☆32Updated 3 years ago
• sftekin / spatio-temporal-weather-forecasting
  Spatio-temporal Numerical Weather Forecasting Pipeline. It has the code for the introduced weather model architecture
  ☆53Updated last year
• jeonghwan723 / A_CNN
  CNN based ENSO all season forecast model
  ☆18Updated 11 months ago
• jeonghwan723 / DL_ENSO
  CNN for climate forecast
  ☆90Updated last year
• osilab-kaist / KoMet-Benchmark-Dataset
  ☆27Updated 2 years ago
• gaozhihan / earth-forecasting-transformer
  ☆10Updated last year
• spcl / deep-weather
  Deep Learning for Post-Processing Ensemble Weather Forecasts
  ☆93Updated 2 years ago
• carlos-gg / dl4ds
  Deep Learning for empirical DownScaling. Python package with state-of-the-art and novel deep learning algorithms for empirical/statistica…
  ☆93Updated 11 months ago
• AILAB-CEFET-RJ / stconvs2s
  Code for the paper "STConvS2S: Spatiotemporal Convolutional Sequence to Sequence Network for Weather Forecasting" (Neurocomputing, Elsevi…
  ☆68Updated 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…
  ☆19Updated 2 years ago
• lizhuoq / WeatherLearn
  Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.
  ☆75Updated 3 months ago
• tcapelle / metnet_pytorch
  A MetNet implementation in Pytorch and fastai
  ☆31Updated 4 years ago
• jleinonen / downscaling-rnn-gan
  Stochastic, Recurrent Super-resolution GAN For Downscaling Time-evolving Fields
  ☆72Updated 4 years ago
• Clarmy / pangu-weather-verify
  Validation of the Pangu Weather Forecasting Model against Real-World Meteorological Observations
  ☆72Updated last year
• spcl / ens10
  Scripts and examples for the ENS-10 Ensemble Prediction System machine learning dataset
  ☆30Updated 2 years ago
• petrosDemetrakopoulos / LSTM-radar-precipitation-forecast
  A model for short-term precipitation forecasting based on radar data
  ☆66Updated last year
• lzhengchun / DSGAN
  a GAN for precipitation downscaling
  ☆41Updated 3 years ago
• zhonghua-zheng / pyEOF
  pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python
  ☆43Updated 3 years ago
• OpheliaMiralles / wind-downscaling-gan
  ☆33Updated 2 years ago
• Gufrannn / W-MAE
  ☆30Updated last year
• thunderhoser / ml4convection
  Uses machine learning to predict convective initiation and decay from satellite data.
  ☆24Updated 2 years 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
• ai2es / WAF_ML_Tutorial_Part2
  Python code to assist in familiarizing meteorologists with machine learning
  ☆31Updated 6 months ago
• CAMS-AI / P-UNet_ODiceloss
  A NWP precipitation bias correction model based on Unet
  ☆18Updated 2 years ago
• MIT-AI-Accelerator / sevir_challenges
  AI Challenges based on the SEVIR weather dataset
  ☆44Updated 3 weeks ago
• ecmwf-lab / ai-models-panguweather
  ☆104Updated 9 months ago